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Here are some insights on beqom drawn from our latest Value Index research, which provides an analytic assessment of how well vendor offerings address buyers’ requirements. The Ventana Research Value Index on Sales Performance Management 2019 is the distillation of a year of market and product research efforts by Ventana Research. We evaluated beqom and eight other vendors in seven categories,...

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Topics: Sales, Customer Experience, Office of Finance, Analytics, Contact Center, Data, Sales Performance Management, Financial Performance Management, Digital Technology, Predictive Planning, Conversational Computing, collaborative computing, mobile computing, Subscription Management, agent management, intelligent sales, AI and Machine Learning


Here are some insights on SAP drawn from our latest Value Index research, which provides an analytic assessment of how well vendor offerings address buyers’ requirements. The Ventana Research Value Index on Sales Performance Management 2019 is the distillation of a year of market and product research efforts by Ventana Research. We evaluated SAP and eight other vendors in seven categories, five...

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Topics: Sales, Customer Experience, Office of Finance, Analytics, Contact Center, Data, Financial Performance Management (FPM), Sales Performance Management, Digital Technology, Digital Commerce, Predictive Planning, Conversational Computing, collaborative computing, mobile computing, Subscription Management, agent management, intelligent sales, AI and Machine Learning


Here are some insights on Optymyze drawn from our latest Value Index research, which provides an analytic assessment of how well vendor offerings address buyers’ requirements. The Ventana Research Value Index on Sales Performance Management 2019 is the distillation of a year of market and product research efforts by Ventana Research. We evaluated Optymyze and eight other vendors in seven...

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Topics: Sales, Customer Experience, Office of Finance, Analytics, Contact Center, Data, Sales Performance Management, Financial Performance Management, Digital Technology, Digital Commerce, Predictive Planning, Conversational Computing, collaborative computing, mobile computing, Subscription Management, agent management, intelligent sales, AI and Machine Learning


Here are some insights on Anaplan drawn from our latest Value Index research, which provides an analytic assessment of how well vendor offerings address buyers’ requirements. The Ventana Research Value Index on Sales Performance Management 2019 is the distillation of a year of market and product research efforts by Ventana Research. We evaluated Anaplan and eight other vendors in seven...

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Topics: Sales, Customer Experience, Office of Finance, Analytics, Contact Center, Data, Sales Performance Management, Financial Performance Management, Digital Technology, Digital Commerce, Predictive Planning, Conversational Computing, collaborative computing, mobile computing, Subscription Management, agent management, intelligent sales, AI and Machine Learning


With the backing of Great Hill Partners and Spectrum Equity, the company Varicent Software launched on Jan. 1st, purchasing IBM’s Sales Performance Management (SPM) assets and hiring employees from IBM’s SPM group. They will join a new team that includes Varicent’s original founders and key leadership.

This set of insights is drawn from our latest Value Index research, which provides an analytic...

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Topics: Sales, Customer Experience, Office of Finance, Analytics, Contact Center, Data, Sales Performance Management, Financial Performance Management, Digital Technology, Digital Commerce, Predictive Planning, Conversational Computing, collaborative computing, mobile computing, Subscription Management, agent management, intelligent sales, AI and Machine Learning


Here are some insights on Xactly drawn from our latest Value Index research, which provides an analytic assessment of how well vendor offerings address buyers’ requirements. The Ventana Research Value Index on Sales Performance Management 2019 is the distillation of a year of market and product research efforts by Ventana Research. We evaluated Xactly and eight other vendors in seven categories,...

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Topics: Sales, Customer Experience, Office of Finance, Analytics, Contact Center, Data, Sales Performance Management, Financial Performance Management, Digital Technology, Digital Commerce, Predictive Planning, Conversational Computing, collaborative computing, mobile computing, Subscription Management, agent management, intelligent sales, AI and Machine Learning


For years I’ve viewed with skepticism the claim that one technology or another will reduce audit costs. For one, there’s rarely a silver bullet. An array of moving parts drive audit fees. For example, the complexity of the corporation, accounting data management and the audit staff’s familiarity with the industry and the company all affect the time auditors must spend. Also, most of the time I’ve...

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Topics: Office of Finance, Analytics, Business Intelligence, Financial Performance Management, ERP and Continuous Accounting, robotic finance, AI and Machine Learning


Here are some insights on Oracle drawn from our latest Value Index research, which provides an analytic assessment of how well vendor offerings address buyers’ requirements. The Ventana Research Value Index on Sales Performance Management 2019 is the distillation of a year of market and product research efforts by Ventana Research. We evaluated Oracle and eight other vendors in seven categories,...

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Topics: Sales, Customer Experience, Contact Center, Data, Sales Performance Management, Sales Performance Management (SPM), Digital Technology, Digital Commerce, Predictive Planning, Conversational Computing, collaborative computing, mobile computing, Subscription Management, agent management, intelligent sales, AI and Machine Learning


Ventana Research recently published benchmark research findings on the Office of Finance, many of which show a trend in the right direction. Organizations are closing the books sooner; financial planning and analysis has improved; and companies are more frequently establishing Finance IT groups to manage the increasingly technological requirements for effectiveness.

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Topics: Office of Finance, Financial Performance Management, Price and Revenue Management, ERP and Continuous Accounting, robotic finance, Predictive Planning


For interactions with customers to go well, organizations must manage an ever-increasing array of engagement channels. Our research finds that organizations expect to see interaction volumes increase on all channels, especially digital ones such as text-based messaging, chat, mobile and social apps. Unfortunately, the systems that manage these channels are typically disparate and uncoordinated...

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Topics: Customer Experience, Voice of the Customer, business intelligence, embedded analytics, Analytics, Collaboration, Data Governance, Data Preparation, Information Management, Internet of Things, Contact Center, Data, Digital Technology, Digital Commerce, blockchain, natural language processing, data lakes, Intelligent CX, Subscription Management, agent management, extended reality, AI and Machine Learning


The financial planning and analysis (FP&A) group is the linchpin of any transformation effort in the Office of Finance. Our recently completed Office of Finance benchmark research was conducted against the backdrop of the idea that finance organizations must play a more strategic role in the management of the modern organization. This transformation envisions a finance department that’s more of a...

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Topics: Office of Finance, embedded analytics, Analytics, Financial Performance Management, robotic finance, Predictive Planning


Using customer analytics effectively involves several challenges. Organizations must make it a business priority, cultivate leadership and set a course for ensuring data and analytics are being processed and governed effectively. But effectiveness also requires technology that will assist in the effective operations and management of customers and help an organization achieve its goals.

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Topics: Customer Experience, Voice of the Customer, embedded analytics, Analytics, Business Intelligence, Collaboration, Data Governance, Data Preparation, Information Management, Contact Center, Data, Digital Technology, Digital Commerce, blockchain, natural language processing, data lakes, Intelligent CX, Conversational Computing, collaborative computing, mobile computing, Subscription Management, agent management, extended reality, AI and Machine Learning


I am happy to share some insights from our latest Value Index research, which rates how well vendors’ offerings meet buyers’ requirements in seven categories, five relevant to the product (adaptability, capability, manageability, reliability and usability) and two related to the vendor (TCO/ROI and vendor validation). The Ventana Research Value Index: Sales Performance Management 2019 is the...

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Topics: Sales, Customer Experience, Office of Finance, Analytics, Contact Center, Data, Sales Performance Management, Financial Performance Management, Digital Technology, Digital Commerce, Predictive Planning, Conversational Computing, collaborative computing, mobile computing, Subscription Management, agent management, intelligent sales, AI and Machine Learning


Configure, price and quote (CPQ) software has been around for decades. Lately, I’ve been using the term “Dynamic CPQ” to apply to a variant of this software category that explicitly aims to produce a quote that optimizes the trade-off between the profitability of a deal and the probability of closing a sale. Dynamic CPQ software is a hybrid of price and revenue optimization (PRO) software and...

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Topics: Customer Experience, Office of Finance, Data Preparation, Information Management, Sales Performance Management, Financial Performance Management, Price and Revenue Management, robotic finance, revenue and lease accounting, sales enablement


Customer analytics have never been more important, but effectively creating and managing them is not easy. The data that’s required to achieve visibility into all customer activity involves many applications and systems and it’s a challenge to ensure the data used is accurate and consistent. Even once data is assembled, organizations often struggle to apply analytics to create the metrics that...

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Topics: Customer Experience, Voice of the Customer, embedded analytics, Analytics, Business Intelligence, Collaboration, Data Governance, Data Lake, Data Preparation, Information Management, Contact Center, Data, Digital Technology, Digital Commerce, blockchain, natural language processing, Intelligent CX, Conversational Computing, collaborative computing, Subscription Management, agent management, extended reality, AI and Machine Learning


Ensuring that the sales organization contributes as fully as possible to the success of the organization — to revenue, growth, prof itability and the overall customer experience — requires not only dedication but effective strategy and planning. A well-developed strategy and plan to utilize current and future sales talent is essential for the best possible sales performance. To carry out this...

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Topics: Sales, Customer Experience, Office of Finance, Analytics, Contact Center, Data, Sales Performance Management, Financial Performance Management, Digital Technology, Digital Commerce, Predictive Planning, Conversational Computing, collaborative computing, mobile computing, Subscription Management, agent management, intelligent sales, AI and Machine Learning


Today’s intense competition requires that companies know as much as they can about their customers in order to anticipate their needs and deliver a superior customer experience. However, many organizations struggle to do this well. Implementing initiatives to improve customer value across any department or process involving customers requires both in-depth visibility into current operations and...

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Topics: Customer Experience, Voice of the Customer, business intelligence, embedded analytics, Analytics, Collaboration, Data Governance, Data Preparation, Internet of Things, Contact Center, Data, Digital Commerce, blockchain, natural language processing, data lakes, Intelligent CX, Conversational Computing, collaborative computing, mobile computing, Subscription Management, agent management, extended reality, AI and Machine Learning


The traditional office of finance has five main organs: accounting keeps the books; financial planning and analysis (FP&A) analyzes performance and manages the forward-looking activities of the company such as planning, budgeting and forecasting; corporate finance raises outside money; treasury takes care of the cash and bank accounts, and tax. The modern office of finance requires a sixth:...

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Topics: Office of Finance, Analytics, Financial Performance Management, Price and Revenue Management, Digital Technology, Operations & Supply Chain, ERP and Continuous Accounting, blockchain, robotic finance, Predictive Planning, Conversational Computing, revenue and lease accounting, collaborative computing, Subscription Management, AI and Machine Learning


Managing sales processes and resources without careful planning is a recipe for failure. Effectiveness in sales starts with planning that involves the full range of stakeholders. This planning should involve a systematic process, incorporate all relevant information and be supported by capable software designed for this purpose. Furthermore, everyone who participates in sales-related activities,...

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Topics: Sales, Product Information Management, Sales Performance Management, Digital Commerce, Subscription Management, intelligent sales


I am happy to share some insights on NOVAtime Technology drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research Value Index: Workforce Management 2019 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured...

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Topics: Human Capital Management, Workforce Management


I am happy to share some insights on Reflexis drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research Value Index: Workforce Management 2019 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured research...

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Topics: Human Capital Management, Workforce Management


A quarter century ago the “fast, clean close” became a key measure of a finance and accounting department’s effectiveness. Since then there has been general agreement that companies should be able to close their books within a business week. Our research on the accounting close has consistently shown that companies with very similar characteristics (measured in terms of revenue, number of...

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Topics: Office of Finance, Financial Performance Management, ERP and Continuous Accounting, robotic finance


Having effective analytics enables businesses to understand far better than ever before the data they’re collecting, and to do so in greater volumes and more forms. These new capabilities are especially relevant to sales organizations. When applied to sales data, analytics can help sales teams achieve quotas and forecast more consistently, as well as understand the impacts of incentives and...

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Topics: Customer Experience, Voice of the Customer, business intelligence, embedded analytics, Analytics, Collaboration, Data Governance, Data Preparation, Information Management, Internet of Things, Contact Center, Data, Digital Technology, Digital Commerce, blockchain, natural language processing, data lakes, Intelligent CX, Subscription Management, agent management, AI and Machine Learning


I am happy to share some insights on Infor drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research Value Index: Workforce Management 2019 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured research...

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Topics: Human Capital Management, Workforce Management


I am happy to share some insights on Workday drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research Value Index: Workforce Management 2019 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured research...

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Topics: Human Capital Management, Workforce Management


Human resources and recruiting departments, and most job candidates, are well aware that we are firmly in a seller’s market when it comes to finding and hiring high-quality talent. Primary reasons for this include record low unemployment, the need to fill a variety of digital-age jobs across all industries that did not exist a few years ago and organizations competing fiercely to make their value...

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Topics: Human Capital Management, Recruiting, Talent Generation, Talent Management, candidate engagement


I am happy to share some insights on SumTotal Systems drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research Value Index: Workforce Management 2019 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured research...

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Topics: Human Capital Management, Workforce Management


I am happy to share some insights on JDA drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research Value Index: Workforce Management 2019 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured research methodology...

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Topics: Human Capital Management, Workforce Management



I am happy to share some insights on Ultimate Software drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research Value Index: Workforce Management 2019 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured...

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Topics: Human Capital Management, Workforce Management


We are happy to offer some insights on Qlik drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements. Earlier this year we published the Ventana Research Value Index: Analytics and Business Intelligence 2019, the distillation of a year of market and product research efforts. We then developed three additional Value Indexes on Analytics and...

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Topics: Data Science, Mobile, Analytics, Business Intelligence, Cloud Computing, Collaboration, Digital Technology


What’s the easiest way to completely immobilize a 500,000-ton ship?

Lose a sheet of paper.

The paperwork that accompanies international trade is a serious source of friction, inefficiency — and therefore cost — in supply chain execution. Trade documentation requires massive amounts of paper that today can be replaced by digital data. In 2018, Maersk, the world’s largest shipping company, teamed...

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Topics: Office of Finance, Continuous Planning, Internet of Things, Data, Operations & Supply Chain, Enterprise Resource Planning, blockchain, continuous supply chain


I am happy to share some insights on SAP SuccessFactors drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research Value Index: Workforce Management 2019 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured...

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Topics: Human Capital Management, Workforce Management


We are happy to offer some insights on Microsoft drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements. Earlier this year we published the Ventana Research Value Index: Analytics and Business Intelligence 2019, the distillation of a year of market and product research efforts. We then developed three additional Value Indexes on Analytics...

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Topics: Data Science, Mobile, Analytics, Business Intelligence, Cloud Computing, Collaboration, Digital Technology


The Oracle Analytics Summit 2019 was the inaugural user event for Oracle Analytics customers, and they also broadcast the video for thousands of others. You can watch the keynote at https://www.youtube.com/watch?v=eY0IPNqzsy4. Executives talked about some big organizational changes, including Bruno Aziza joining last year to lead the analytics organization. This event marked a transition and "a...

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Topics: Big Data, Data Science, Oracle Cloud, Oracle


We are happy to offer some insights on Looker drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements. Earlier this year we published the Ventana Research Value Index: Analytics and Business Intelligence 2019, the distillation of a year of market and product research efforts. We then developed three additional Value Indexes on Analytics and...

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Topics: Data Science, Mobile, Analytics, Business Intelligence, Cloud Computing, Collaboration, Digital Technology


I am happy to share some insights on ADP drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research Value Index: Workforce Management 2019 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured research methodology...

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Topics: Human Capital Management, Workforce Management


We are happy to offer some insights on Tableau drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements. Earlier this year we published the Ventana Research Value Index: Analytics and Business Intelligence 2019, the distillation of a year of market and product research efforts by Ventana Research. We then developed three additional Value...

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Topics: Data Science, Mobile, Analytics, Business Intelligence, Cloud Computing, Collaboration, Digital Technology


I am happy to share some insights on Oracle drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research Value Index: Workforce Management 2019 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured research...

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Topics: Human Capital Management, Workforce Management


We are happy to offer some insights on Oracle drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements. Earlier this year we published the Ventana Research Value Index: Analytics and Business Intelligence 2019, the distillation of a year of market and product research efforts. We then developed three additional Value Indexes on Analytics and...

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Topics: Data Science, Mobile, Analytics, Business Intelligence, Cloud Computing, Collaboration, Digital Technology


We are happy to offer some insights on Salesforce drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements. Earlier this year we published the Ventana Research Value Index: Analytics and Business Intelligence 2019, the distillation of a year of market and product research efforts by Ventana Research. We then developed three additional Value...

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Topics: Data Science, Mobile, Analytics, Business Intelligence, Cloud Computing, Collaboration, Digital Technology


I am happy to share some insights on Ceridian drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research Value Index: Workforce Management 2019 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured research...

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Topics: Human Capital Management, Workforce Management


We are happy to offer some insights on SAS drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements. Earlier this year we published the Ventana Research Value Index: Analytics and Business Intelligence 2019, the distillation of a year of market and product research efforts by Ventana Research. We then developed three additional Value Indexes...

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Topics: Data Science, Mobile, Analytics, Business Intelligence, Cloud Computing, Digital Technology


I am happy to share some insights on WorkForce Software drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research Value Index: Workforce Management 2019 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured...

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Topics: Human Capital Management, Workforce Management


We are happy to offer some insights on Yellowfin drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements. Earlier this year we published the Ventana Research Value Index: Analytics and Business Intelligence 2019, the distillation of a year of market and product research efforts by Ventana Research. We then developed three additional Value...

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Topics: Data Science, Mobile, Analytics, Business Intelligence, Cloud Computing, Collaboration, Digital Technology


We are happy to share some insight on Domo drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements. Earlier this year we published the Ventana Research Value Index: Analytics and Business Intelligence 2019, the distillation of a year of market and product research efforts. We then developed three additional Value Indexes on Analytics and BI...

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Topics: Data Science, Mobile, Analytics, Business Intelligence, Cloud Computing, Collaboration, Digital Technology


I am happy to share some insights on Kronos drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research Value Index: Workforce Management 2019 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured research...

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Topics: Human Capital Management, Workforce Management


We are happy to offer some insights on SAP drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements. Earlier this year we published the Ventana Research Value Index: Analytics and Business Intelligence 2019, the distillation of a year of market and product research efforts. We then developed three additional Value Indexes on Analytics and BI...

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Topics: Data Science, Mobile, Analytics, Business Intelligence, Cloud Computing, Collaboration, Digital Technology


I am happy to share some insights gleaned from our latest Value Index research, which provides our assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research Value Index: Workforce Management 2019 is the distillation of a year of market and product research efforts by Ventana Research. Drawing on our benchmark research and expertise, we apply a structured research...

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Topics: Human Capital Management, Workforce Management


We are happy to share some insight on BOARD drawn from our Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements. Earlier this year we published the Ventana Research Value Index: Analytics and Business Intelligence 2019, the distillation of a year of market and product research efforts. We then developed three additional Value Indexes on Analytics and BI...

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Topics: Data Science, Mobile, Analytics, Business Intelligence, Cloud Computing, Collaboration, Digital Technology


We are happy to share some insights on Infor based on our latest market Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements. Earlier this year we published the Ventana Research Value Index: Analytics and Business Intelligence 2019, the distillation of a year of market and product research efforts. We then developed three additional Value Indexes on Analytics...

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Topics: Data Science, Mobile, Analytics, Business Intelligence, Cloud Computing, Collaboration, Digital Technology


We are happy to share some insights about IBM drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements.

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Topics: Data Science, Mobile, business intelligence, Analytics, Cloud Computing, Collaboration, Digital Technology


As modern workforce management (WFM) takes hold, employees are seeing changes in how they account for their time and how they access information on payroll, benefits, time off, company policies and improving their knowledge and skills. Over time they additionally will benefit from the deployment of new digital technologies such as artificial intelligence and predictive tools that help both them...

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Topics: Human Capital Management, Workforce Management


We are happy to offer some insights on MicroStrategy drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements. Earlier this year we published the Ventana Research Value Index: Analytics and Business Intelligence 2019, the distillation of a year of market and product research efforts. We then developed three additional Value Indexes on...

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Topics: Data Science, Mobile, Analytics, Business Intelligence, Cloud Computing, Collaboration, Digital Technology


We are happy to offer some insights on Information Builders drawn from our latest Value Index research, which assesses how well vendors’ offerings meet buyers’ requirements. Earlier this year we published the Ventana Research Value Index: Analytics and Business Intelligence 2019, the distillation of a year of market and product research efforts. We then developed three additional Value Indexes on...

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Topics: Data Science, Mobile, Analytics, Business Intelligence, Cloud Computing, Collaboration, Digital Technology


Infor recently held their Innovation Summit at Infor corporate headquarters in New York. At this annual event, they spend a good deal of time talking about progress on current initiatives and the exciting parts of the development roadmap.  A key focus this year was AI and machine learning with Infor Coleman.

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Topics: ERP, Office of Finance, Enterprise Resource Planning


Organizations’ use of data and information is evolving as the amount of data and the frequency with which that data is collected increase. Data now streams into organizations from myriad sources, among them social media feeds and internet-of-things devices. These seemingly ever-increasing volumes of devices and data streams offer both challenges and opportunities to capture information about a...

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Topics: business intelligence, embedded analytics, Analytics, Collaboration, Data Lake, Information Management, Internet of Things, Data, Digital Technology, AI and Machine Learning


Ventana Research has awarded IBM its 2019 Digital Innovation Award. This award recognizes the vendor’s support for identity management using blockchain technology through IBM Verify Credentials. The application is a first, small step in establishing a blockchain-enabled system for decentralized identity management, a technology that ultimately will enable point-to-point exchange of information...

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Topics: Human Capital Management, Collaboration, Workforce Management, Work and Resource Management, blockchain


“Platform,” as used in the world of technology, originally referred to an operating system on which one could construct software applications. More recently, its usage has been expanded to apply to two types of business models. One enables third parties to create products and services that are complementary to a company’s core technology. For instance, both Apple and Salesforce have attracted a...

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Topics: Human Capital Management, Marketing, Office of Finance, Voice of the Customer, Continuous Planning, Information Management, Internet of Things, Workforce Management, Financial Performance Management, Price and Revenue Management, Digital Marketing, Digital Commerce, Operations & Supply Chain, Enterprise Resource Planning, ERP and Continuous Accounting, robotic finance, Predictive Planning, revenue and lease accounting, collaborative computing, mobile computing, Subscription Management


Alteryx Inspire 2019, this year's user conference for Alteryx, drew around 4500 customers, partners, and prospects to Nashville’s Gaylord Opryland Resort & Convention Center in Tennessee last month. The strong attendance was a reflection of the strong growth Alteryx has experienced over the last year; roughly 50% growth year-over-year. This year's conference focused on Alteryx's evolution from...

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Topics: Big Data, Data Science, alteryx, Machine Learning, Data Integration, Data Management, Alteryx Inspire


It’s no secret that employees are overwhelmed. They’re having to use an array of systems and enterprise tools in the flow of work and deal with an explosion of email messages and other communications requiring some response or action and mountains of content to consume and retain. On top of these time demands, employees must try to keep up with a staggering amount of organizational change.

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Topics: Human Capital Management, business intelligence, Learning Management, Information Management, Workforce Management, Digital Technology, natural language processing, AI and Machine Learning


Summit 2019, Information Builders' annual user conference, drew about 1000 attendees this year, including customers, partners and prospects all working with Information Builders' technologies. Under new leadership, Summit 2019 showcased the direction Information Builders is moving in the next couple of years.

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Topics: Big Data, embedded analytics, Analytics, Data Integration, Data Management, Information Builders, IOT, Streaming Data, Information Builders Summit 2019


This year, I attended Informatica World 2019, Informatica's annual user conference. The main focus this year was on the cloud with a heavy does of AI. Under that focus, Informatica's conference emphasized capabilities across six areas (all strong areas for Informatica): data integration, data management, data quality & governance, Master Data Management (MDM), data cataloging, and data security. 

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Topics: Big Data, Data Quality, Master Data Management, Data Governance, Data Management, Informatica, data lakes, Informatica World, Data Storage


Qonnections 2019 is Qlik's annual user conference. Key news from this year's conference centered on acquisitions of Podium Data and Attunity, along with an expansion of certifications on Google Cloud Platform, AWS, and Azure, with the ability to support Red Hat OpenShift. Many of these announcements were centered on a key theme of a cloud and SaaS-first approach.

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Topics: Big Data, Analytics, Cloud Computing, Data Integration, Data Management, Information Management, Qlik, Qlik Qonnections


Identity management is an old problem that has taken on new dimensions in the digital world. In 1993, at the dawn of the World Wide Web (WWW), The New Yorker ran a cartoon featuring two dogs talking, one perched in front of a computer. The caption reads: “On the Internet, nobody knows you’re a dog.” The phrase quickly evolved into a meme highlighting the issue of identity uncertainty in the new...

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Topics: Human Capital Management, Office of Finance, Learning Management, Internet of Things, Data, Workforce Management, Digital Technology, ERP and Continuous Accounting, blockchain, candidate engagement, collaborative computing


The emerging internet of things (IoT) is an extension of digital connectivity to devices and sensors in homes, businesses, vehicles and potentially almost anywhere. This innovation means that virtually any appropriately designed device can generate and transmit data about its operations, which can facilitate monitoring and a range of automatic functions. To do this IoT requires a set of...

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Topics: business intelligence, embedded analytics, Analytics, Collaboration, Internet of Things, Data, Information Management (IM), Digital Technology, data lakes, AI and Machine Learning


Business planning in most companies is a relic, a process hemmed in by obsolete conceptions of what it can be. “Business planning” encompasses all of the forward-looking activities in which companies routinely engage, including marketing, sales, customer, supply chain and workforce planning as well as budgeting. In our view companies today can fundamentally change how they plan thanks to the...

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Topics: Office of Finance, Financial Performance Management, Price and Revenue Management, ERP and Continuous Accounting, robotic finance, Predictive Planning, revenue and lease accounting


Organizations now must store, process and use data of significantly greater volume and variety than in the past. These factors plus the velocity of data today — the unrelentingly rapid rate at which it is generated, both in enterprise systems and on the internet — add to the challenge of getting the data into a form that can be used for business tasks.

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Topics: Analytics, Business Intelligence, Data Governance, Data Preparation, Information Management, Internet of Things, Data, Digital Technology, blockchain, data lakes, AI and Machine Learning


From my perspective there were two significant takeaways from this year’s SuiteWorld. The first is that, almost two years on from the announced acquisition of NetSuite by Oracle, the combination has achieved its immediate objectives in growing NetSuite’s business, especially in Europe and Asia, and accelerating product development efforts. The second takeaway is that, at least for now, the unit...

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Topics: Office of Finance, Financial Performance Management, Enterprise Resource Planning, ERP and Continuous Accounting, robotic finance, Predictive Planning


I am happy to share some insights gleaned from our latest Value Index research, which provides our assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research Value Index: Collaborative Analytics and Business Intelligence 2019 is the distillation of a year of market and product research efforts by Ventana Research. Drawing on our benchmark research and expertise, we...

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Topics: Analytics, Business Intelligence, Collaboration, Value Index


Domopalooza 2019 marked the first annual user conference after Domo went public, but the energy, excitement and new feature announcements have not slowed. With thousands in attendance and growing fast, this year's conference focused on five key areas: digitization, real time connectivity, driving insight based actions, applying AI & machine learning, and building applications. All of these...

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Topics: Analytics, Business Intelligence, Collaboration, Data Integration, Data Management, Data Preparation, Domo


About 10 years ago, social media tools like Facebook, Twitter and LinkedIn introduced a wave of collaborative analytics and BI capabilities. We saw chat streams associated with specific analyses that users could like or endorse. The number of contributions a user made to the community was part of his or her profile so others could accordingly weigh the importance of the input.

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Topics: Analytics, Business Intelligence, Collaboration, Digital Technology


Prophix is a financial performance management (FPM) suite from Prophix Software offering statutory financial consolidation, planning, budgeting and reporting capabilities designed expressly for midsize companies and divisions of larger corporations. The chief financial officer of a midsize company faces a different set of challenges than those in larger corporations or small businesses. A midsize...

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Topics: Office of Finance, Financial Performance Management, Predictive Planning


I am happy to offer some insights on Qlik drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. TheVentana Research Value Index: Analytics and Business Intelligence 2019is the distillation of a year of market andproduct research efforts by Ventana Research. We utilized a structured...

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Topics: Data Science, Mobile Technology, Analytics, Business Intelligence, Cloud Computing, Collaboration, Digital Technology


I am happy to offer some insights on Microsoft drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. TheVentana Research Value Index: Analytics and Business Intelligence 2019is the distillation of a year of market and product research efforts byVentana Research. We utilized a structured...

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Topics: Data Science, Mobile Technology, Analytics, Business Intelligence, Cloud Computing, Collaboration, Digital Technology


I am happy to offer some insights on Looker drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. TheVentana Research Value Index: Analytics and Business Intelligence 2019is the distillation of a year of market and product research efforts byVentana Research. We utilized a structured...

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Topics: Data Science, Mobile Technology, Analytics, Business Intelligence, Cloud Computing, Collaboration, Digital Technology, looker


I am happy to offer some insights on Tableau drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. TheVentana Research Value Index: Analytics and Business Intelligence 2019is the distillation of a year of market and product research efforts byVentana Research. We utilized a structured...

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Topics: Data Science, Tableau, Mobile Technology, Analytics, Business Intelligence, Cloud Computing, Collaboration, Digital Technology


In January 2019 SAP SuccessFactors and Kronos announced a global reseller agreement under which SAP SuccessFactors will sell Kronos Workforce Dimensions under the name SAP Time Management by Kronos.

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Topics: SAP, Human Capital Management, Kronos, SuccessFactors, Workforce Management, Continuous Payroll


I am happy to offer some insights on Oracle drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. TheVentana Research Value Index: Analytics and Business Intelligence 2019is the distillation of a year of market and product research efforts byVentana Research. We utilized a structured...

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Topics: Data Science, Mobile Technology, Analytics, Business Intelligence, Cloud Computing, Collaboration, Digital Technology


I am happy to share some insights gleaned from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research Value Index: Embedded Analytics and Business Intelligence 2019 is the distillation of a year of market and product research efforts by Ventana Research. Drawing on our benchmark...

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Topics: Mobile, embedded analytics, Analytics, Business Intelligence, Cloud Computing, Collaboration, Digital Technology


I am happy to offer some insights on Salesforce.com drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. TheVentana Research Value Index: Analytics and Business Intelligence 2019is the distillation of a year of market and product research effortsby Ventana Research. We utilized a...

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Topics: Data Science, Mobile Technology, Analytics, Business Intelligence, Cloud Computing, Collaboration, Digital Technology


Analytics and business intelligence (BI) play an instrumental role in enabling an organization’s business units and IT to utilize its data in both tactical and strategic ways to perform optimally. To accomplish this, organizations must not only access the data, generate and apply insights from analytics, and communicate the results, they also must ensure that the analytics are presented in a way...

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Topics: embedded analytics, Analytics, Business Intelligence, Digital Technology


Roughly half of my more than 30-year career in human capital management was spent as a line manager responsible for HR technology strategy, selection and deployment. I learned a number of lessons during these years — some just in time, some after the fact. If I had to identify one common thread that unites these insights, it would be that inadequate attention to change management is an ROI-killer...

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Topics: Human Capital Management, Learning Management, Analytics, Workforce Management, Digital Technology, Artificial intelligence, Total Compensation Management, Continuous Payroll


I am happy to share some insights gleaned from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research Value Index: Mobile Analytics and Business Intelligence 2019 is the distillation of a year of market and product research efforts by Ventana Research. Drawing on our benchmark...

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Topics: Mobile, Analytics, Business Intelligence, Cloud Computing, Collaboration, Digital Technology


For analytics to be effective, they need to be available to line-of-business personnel as needed in their normal course of conducting business, which today means providing rich mobile access to analytics through phones and tablets to support a mobile workforce seeking to conduct business in any location at any time. Workers today expect these mobile capabilities, which means organizations must...

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Topics: Mobile, Analytics, Business Intelligence, Cloud Computing, Collaboration, Digital Technology


I am happy to offer some insights on SAS drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research Value Index: Analytics and Business Intelligence 2019 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured...

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Topics: Data Science, SAS, Mobile Technology, Analytics, Business Intelligence, Cloud Computing, Collaboration, Digital Technology


Last week, Scout RFP held their 2nd annual user conference, Spark 2019. Scout’s software is designed to manage sourcing and procurement processes in companies. Even with a very targeted focus, there was one key aspect that stood out compared to all the other conferences I usually attend; Spark 2019 mainly focused on customer success with little time devoted to promoting the software itself....

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Topics: ERP, Office of Finance, FPM, Price and Revenue Management, procurement, Predictive Planning, sourcing, Scout RFP


I am happy to offer some insights on Yellowfin drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. TheVentana Research Value Index: Analytics and Business Intelligence 2019is the distillation of a year of market and product research efforts byVentana Research. We utilized a structured...

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Topics: Data Science, Mobile Technology, business intelligence, Analytics, Cloud Computing, Collaboration, Yellowfin, Digital Technology


I am happy to share some insight on Domo drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements.  The Ventana Research Value Index: Analytics and Business Intelligence 2019 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured...

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Topics: Data Science, Mobile Technology, Analytics, Business Intelligence, Cloud Computing, Collaboration, Domo, Digital Technology


MicroStrategy recently held their annual user conference, MicroStrategy World 2019. This year's conference brought 2,100 customer attendees plus partners to the Phoenix Convention Center in Phoenix, AZ. The big news of the event was the introduction of MicroStrategy HyperIntelligence™, a platform tool designed to directly inject analytics into business applications.

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Topics: MicroStrategy, embedded analytics, Analytics, Business Intelligence, Collaboration, Internet of Things, AI


I am happy to offer some insights on SAP drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research Value Index: Analytics and Business Intelligence 2019 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured...

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Topics: Data Science, SAP, Mobile Technology, Analytics, Business Intelligence, Cloud Computing, Collaboration, Digital Technology


IBM’s THINK conference, just held this February in San Francisco, is IBM's annual user conference. THINK is designed to showcase upcoming product updates and releases from IBM, along with provide best practices on a wide range of topics. While many technologies were on display, there is one topic in particular I wanted to cover this year: Blockchain.

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Topics: Office of Finance, IBM, Financial Performance Management, FPM, Digital Technology, blockchain


We’re in a new era of trade, the result of converging issues that have been building for at least a decade. Structurally and politically, the liberal ethos that drove the trade environment through the second half of the 20th century and into the 21st has changed. There will be a new equilibrium in the future; getting there, though, will be a bumpy ride. Adding to the challenges posed by a...

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Topics: Office of Finance, Recurring Revenue, Continuous Planning, Financial Performance Management, Price and Revenue Management, Inventory Optimization, Operations & Supply Chain, Enterprise Resource Planning, Sales and Operations Planning, ERP and Continuous Accounting, Sales Planning and Analytics, revenue recognition


I am happy to share some insight on BOARD drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research Value Index: Analytics and Business Intelligence 2019 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured...

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Topics: Data Science, Mobile Technology, Analytics, Business Intelligence, Cloud Computing, Collaboration, Digital Technology, BOARD International


New rules governing revenue recognition for contracts have gone into effect for larger companies and are about to go into effect for smaller ones. The Financial Accounting Standards Board (FASB), which administers Generally Accepted Accounting Principles in the U.S. (US-GAAP), has issued ASC 606 and the International Accounting Standards Board (IASB), which administers International Financial...

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Topics: Office of Finance, Recurring Revenue, Continuous Planning, Sales Performance Management, Financial Performance Management, ERP and Continuous Accounting, Sales Planning and Analytics, Billing and Recurring Revenue, revenue recognition


I am happy to share some insights on Infor based on our latest market Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research Value Index: Analytics and Business Intelligence 2019 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured...

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Topics: Data Science, Mobile Technology, Analytics, Business Intelligence, Cloud Computing, Collaboration, Infor, Digital Technology, Infor Birst


I am happy to share some insights about IBM drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research Value Index: Analytics and Business Intelligence 2019 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured...

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Topics: Data Science, Mobile Technology, Analytics, Business Intelligence, Cloud Computing, Collaboration, Digital Technology


I am happy to offer some insights on MicroStrategy drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research Value Index: Analytics and Business Intelligence 2019 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a...

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Topics: Mobile Technology, Analytics, Business Intelligence, Cloud Computing, Collaboration, Digital Technology


I am happy to offer some insights on Information Builders drawn from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research Value Index: Analytics and Business Intelligence 2019 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a...

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Topics: Data Science, business intelligence, Mobile Intelligence, Analytics, Cloud Computing, Collaboration, Digital Technology


I am happy to share some insights gleaned from our latest Value Index research, which provides an analytic representation of our assessment of how well vendors’ offerings meet buyers’ requirements. The Ventana Research Value Index: Analytics and Business Intelligence 2019 is the distillation of a year of market and product research efforts by Ventana Research. Drawing on our benchmark research,...

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Topics: Data Science, business intelligence, Mobile Intelligence, Analytics, Cloud Computing, Collaboration, Digital Technology


“Straight-through processing” (STP) is a business process and data architecture methodology. Technology advances have made STP increasingly feasible for any business process, allowing companies to design and execute them from inception to completion in a more automated fashion, minimizing or eliminating human intervention in the process. The associated data also progresses automatically...

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Topics: Sales, Customer Experience, Office of Finance, Recurring Revenue, Data Governance, Financial Performance Management, Digital Commerce, ERP and Continuous Accounting, Billing and Recurring Revenue


Ventana Research provides unique insight into the analytics and business intelligence (BI) industry. This is important, as its processes and technology play an instrumental role in enabling an organization’s business units and IT to utilize its data in both tactical and strategic ways to perform optimally. To accomplish this, organizations must provide technology that can access the data,...

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Topics: Data Science, business intelligence, Mobile Intelligence, Analytics, Cloud Computing, Collaboration, Digital Technology


I recently attended BlackLine’s annual user conference. The company aims to automate time-consuming repetitive tasks and substantially reduce the amount of detail that individuals must handle in the department. The phrase “the devil is in the details” certainly applies to accounting, especially managing the details in the close-to-report phase of the accounting cycle, which is where BlackLine...

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Topics: automation, close, closing, Consolidation, control, effectiveness, Reconciliation, CFO, compliance, Data, controller, Financial Performance Management, FPM, Sarbanes Oxley, Accounting, process management, report


Workiva recently introduced Wdata, a cloud facility for centralizing financial and non-financial information from multiple sources. It frees up time for finance organizations, especially financial planning and analysis (FP&A) groups, to explore conditions and trends in their business because they need to spend less of it gathering data and preparing it for analysis and reporting. Ventana Research...

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Topics: Office of Finance, Recurring Revenue, Continuous Planning, Data Governance, Data Preparation, Financial Performance Management, Price and Revenue Management, Enterprise Resource Planning, ERP and Continuous Accounting, Sales Planning and Analytics, revenue recognition


FinancialForce offers cloud-based ERP and professional services automation (PSA) software. The company targets midsize and larger services companies, especially those that provide professional services (such as consultants or field service organizations), subscription-based or recurring revenue services. FinancialForce’s key point of differentiation is that it is built natively on the Salesforce...

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Topics: Sales, Office of Finance, Recurring Revenue, Cloud Computing, Financial Performance Management, ERP and Continuous Accounting, Billing and Recurring Revenue, revenue recognition


I am happy to share some insight on AWS drawn from our latest research. The Ventana Research Value Index: Contact Center in the Cloud in 2018 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured research methodology that includes evaluation categories designed to reflect the breadth of the real-world criteria incorporated in a request...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Cloud Computing, Collaboration, Customer Service, Contact Center, Workforce Optimization


Kinaxis recently held its annual user conference, Kinexions, which focuses on helping the company’s customers improve their execution of supply chain and sales and operations planning (S&OP). This year’s event took place against a backdrop of what is beginning to look like a new and more challenging era of world trade. This will have a significant impact on most product companies with...

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Topics: Continuous Planning, Financial Performance Management, Inventory Optimization, Operations & Supply Chain, Enterprise Resource Planning, Sales and Operations Planning


IBM's Analytics University (held in both Miami and Stockholm) brought about some large changes. Big announcements this year included a consolidation of IBM's Watson Analytics into Cognos 11.1, helping provide some clarity to their analytics offerings, along with new visualizations and better data preparation. This also includes a new conversational assistant to help generate narrative...

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Topics: Big Data, Analytics, Business Intelligence, Data Preparation, AI, natural language processing


I am happy to share some insight on 8x8 drawn from our latest research. The Ventana Research Value Index: Contact Center in the Cloud in 2018 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured research methodology that includes evaluation categories designed to reflect the breadth of the real-world criteria incorporated in a request...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Cloud Computing, Collaboration, Customer Service, Contact Center, Workforce Optimization


This year’s Workday Rising, the company’s annual user group meeting, offered details of the company’s latest release, Workday 31, and provided a roadmap for the next several semiannual releases. To put these plans into a broader context, I’ve commented before that information technology is on the verge of delivering capabilities that will enable finance and accounting organizations to transform...

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Topics: Office of Finance, Recurring Revenue, Continuous Planning, Financial Performance Management, Price and Revenue Management, ERP and Continuous Accounting, revenue recognition


I am happy to share some insight on IFS-mplsystems drawn from our latest research. The Ventana Research Value Index: Contact Center in the Cloud in 2018 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured research methodology that includes evaluation categories designed to reflect the breadth of the real-world criteria incorporated in...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Cloud Computing, Collaboration, Customer Service, Contact Center, Workforce Optimization


I am happy to share some insight on Altitude drawn from our latest research. The Ventana Research Value Index: Contact Center in the Cloud in 2018 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured research methodology that includes evaluation categories designed to reflect the breadth of the real-world criteria incorporated in a...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Cloud Computing, Collaboration, Customer Service, Contact Center, Workforce Optimization


Once again I attended Tableau's Users Conference, along with 17,000 other attendees, affectionately self-referred to as "data nerds". Pushing the envelope in data capabilities and access, Tableau introduced the "Ask Data" feature, allowing users to prose natural language queries and receive a response, along with new data preparation capabilities and other enhancements to help data analysts....

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Topics: Big Data, Data Governance, Data Integration, Data Preparation, Tableau Software, data lakes


I am happy to share some insight on Five9 drawn from our latest research. The Ventana Research Value Index: Contact Center in the Cloud in 2018 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured research methodology that includes evaluation categories designed to reflect the breadth of the real-world criteria incorporated in a...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Cloud Computing, Collaboration, Customer Service, Contact Center, Workforce Optimization


Learning management technology, either as part of a larger HCM software suite or as a standalone niche solution, has evolved from its classroom-based, instructor-led origins. Modern systems deliver information the way many employees learn best, through informal social learning that is personalized and engaging. Some of these new, often mobile-enabled approaches deliver education via short (three...

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Topics: Human Capital Management, Learning Management, HRMS, Workforce Management, Digital Technology, Work and Resource Management, Machine Learning and Cognitive Computing, Artificial intelligence, employee experience, Chatbots, Personalization, Predictive HCM


I am happy to share some insight on RingCentral drawn from our latest research. The Ventana Research Value Index: Contact Center in the Cloud in 2018 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured research methodology that includes evaluation categories designed to reflect the breadth of the real-world criteria incorporated in a...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Cloud Computing, Collaboration, Customer Service, Contact Center, Workforce Optimization


I am happy to share some insight on Content Guru drawn from our latest research. The Ventana Research Value Index: Contact Center in the Cloud in 2018 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured research methodology that includes evaluation categories designed to reflect the breadth of the real-world criteria incorporated in a...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Cloud Computing, Collaboration, Customer Service, Contact Center, Workforce Optimization


A recent analysis of our sales and operations planning (S&OP) dynamic insight research provides perspective on the current state of this core business process. Using concise web-based surveys, Ventana Research’s Dynamic Insights provide research participants with an immediate assessment of their company’s efforts as well as research- and experience-based advice on potential next steps to improve....

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Topics: Continuous Planning, Product Information Management, Inventory Optimization, Work and Resource Management, Operations & Supply Chain, Enterprise Resource Planning, Sales and Operations Planning, Sales Planning and Analytics


I am happy to share some insight on NewVoiceMedia drawn from our latest research. The Ventana Research Value Index: Contact Center in the Cloud in 2018 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured research methodology that includes evaluation categories designed to reflect the breadth of the real-world criteria incorporated in...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, NewVoicemedia, Cloud Computing, Collaboration, Customer Service, Contact Center, Value Index, Workforce Optimization


I am happy to share some insight on Serenova drawn from our latest research. The Ventana Research Value Index: Contact Center in the Cloud in 2018 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured research methodology that includes evaluation categories designed to reflect the breadth of the real-world criteria incorporated in a...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Cloud Computing, Collaboration, Customer Service, Contact Center, Workforce Optimization


I am happy to share some insight on Genesys drawn from our latest research. The Ventana Research Value Index: Contact Center in the Cloud in 2018 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured research methodology that includes evaluation categories designed to reflect the breadth of the real-world criteria incorporated in a...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Cloud Computing, Collaboration, Customer Service, Contact Center, Workforce Optimization


I am happy to share some insight on BroadSoft drawn from our latest research. The Ventana Research Value Index: Contact Center in the Cloud in 2018 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured research methodology that includes evaluation categories designed to reflect the breadth of the real-world criteria incorporated in a...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Cloud Computing, Collaboration, Customer Service, Contact Center, Workforce Optimization


This year, Teradata rebranded the Teradata users conference from "Partners" to "Analytics Universe", and there is a reason for it. For decades, Teradata has represented the high end of the analytic database, but new innovations and technologies are adding flexibility to Teradata's licensing as they compete. For the full breakdown of Teradata's Analytics Universe 2018, and my analysis of all the...

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Topics: Big Data, Data Warehousing, Teradata, Analytics, Data Governance, Data Management, Data Preparation, Information Management, Data, Digital Technology


I am happy to share some insight on Aspect Software drawn from our latest research. The Ventana Research Value Index: Contact Center in the Cloud in 2018 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured research methodology that includes evaluation categories designed to reflect the breadth of the real-world criteria incorporated...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Cloud Computing, Collaboration, Customer Service, Contact Center, Workforce Optimization


The early days of my career were spent in HR and payroll systems inside brokerage houses and investment banks. The first CHRO I reported to thought the best way to develop a plan for automating payroll management was for me to run the function’s day-to-day operations. I had no previous experience in payroll but it was a good call, as the trenches of any operations area typically reveal a...

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Topics: Human Capital Management, HRMS, Workforce Management, Digital Technology, Work and Resource Management, Machine Learning and Cognitive Computing, Payroll Optimization, Artificial intelligence, Total Compensation Management, RPA, employee experience, Chatbots, Personalization, Predictive HCM


I am happy to share some insight on NICE inContact drawn from our latest research. The Ventana Research Value Index: Contact Center in the Cloud in 2018 is the distillation of a year of market and product research efforts by Ventana Research. We utilized a structured research methodology that includes evaluation categories designed to reflect the breadth of the real-world criteria incorporated in...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Cloud Computing, Collaboration, Customer Service, Contact Center, Workforce Optimization


Dreamforce has become the largest enterprise software event for businesses in the United States, and it is evident why when looking at it this year. With over 170,000 business and IT professionals attending, Salesforce came to show off upcoming product announcements and innovations. This year's biggest focus was on Einstein Voice (a personalized and intelligent conversational assistant),...

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Topics: Salesforce.com, Customer Experience, Machine Learning, Marketing, Voice of the Customer, CRM, Dreamforce, Sales Performance Management, SPM, Digital Technology, Digital Marketing, Robotic Process Automation, AI, natural language processing


I am happy to share some insights gleaned from our latest research. The Ventana Research Value Index: Contact Center in the Cloud in 2018 is the distillation of a year of market and product research efforts by Ventana Research. Drawing on our benchmark research, we utilize a structured research methodology with evaluation categories designed to reflect the breadth of the real-world criteria...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Cloud Computing, Collaboration, Customer Service, Contact Center, Workforce Optimization


Financial analysts typically classify real estate as a fixed cost. Strictly speaking, that’s correct, but looking at it this way leads many organizations to overlook opportunities to more carefully manage their real estate and other occupancy expenses. The changes in lease accounting that are going into effect have caused some organizations to reexamine their leasing policies and how they...

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Topics: Office of Finance, Continuous Planning, Financial Performance Management, Operations & Supply Chain, ERP and Continuous Accounting, Accounting, Lease Accounting, ASC842, IFRS16


An intensified focus on the customer is driving the trend toward enabling omnichannel support in contact centers, our benchmark research on contact centers in the cloud has found. In my last analyst perspective I highlighted some key benefits of a contact center in the cloud. In this perspective, I want to elaborate on the finding that only about one-third (35%) of organizations participating in...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Cloud Computing, Collaboration, Customer Service, Contact Center, Workforce Optimization


To remain competitive, organizations must deliver the best possible customer experience through all channels of engagement. One technological approach to accomplish this is to enable a contact center to handle all the channels through which customer interactions with the organization are routed and acted upon. The contact center continues to need to handle telephony, of course, as this remains a...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Cloud Computing, Collaboration, Customer Service, Contact Center, Workforce Optimization


In 2017 Strata + Hadoop World was changed to the Strata Data Conference. As I pointed out in my coverage of last year’s event, the focus was largely on machine learning and artificial intelligence (AI). That theme continued this year, but my impression of the event was of a community looking to get value out of data regardless of the technology being used to manage that data. The change was...

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Topics: Big Data, Data Science, Machine Learning, Analytics, Business Intelligence, Data Governance, Data Integration, Data Preparation, Information Optimization, Digital Technology, Machine Learning and Cognitive Computing


Recent advances in workforce management (WFM) software are rewriting the way organizations tackle hourly workforce management and related administrative challenges. This is largely due to improvements in the design of business processes and a focus on enabling more hassle-free user experiences. The result is fundamental changes in how workers account for their time and request PTO, as well as how...

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Topics: Human Capital Management, HRMS, Workforce Management, Work and Resource Management, Payroll Optimization


All too often, software vendors view analytics as the end rather than the beginning of a process. I’m reminded of some of the advanced math classes I’ve taken in which the teaching process focused on a few key aspects of a mathematical proof or solution, leaving the rest of the exercise to be worked out by the students. In other contexts, you may hear people say the numbers speak for themselves.

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Topics: Data Science, Machine Learning, business intelligence, Analytics, Collaboration, Data Governance, Information Optimization, Digital Technology, collaboration for business


PROS Holdings is a software vendor with two distinct but related sets of products. The company began in 1985 offering revenue management software to airlines, hospitality and rental car companies. More recently it added price and revenue management software focusing on B2B services, chemicals and energy, consumer goods manufacturers, food and beverage, healthcare, insurance and technology. This...

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Topics: Big Data, Sales, Customer Experience, Marketing, Office of Finance, Analytics, Data Preparation, Sales Performance Management, Financial Performance Management, Price and Revenue Management, Digital Marketing, Digital Commerce, Pricing and Promotion Management, Sales Enablement and Execution


Was accounting ever cool? Well, yes, in a nerdy sort of way. Double-entry bookkeeping, codified in the 15th century by Fra Luca Pacioli, a Franciscan friar and pal of Leonardo Da Vinci, was essential for the expansion of trade and the creation of the modern corporation. Bookkeeping and accounting were as important to economic development as two other financial inventions – insurance and...

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Topics: Big Data, Office of Finance, Continuous Planning, business intelligence, Analytics, Financial Performance Management, Enterprise Resource Planning, ERP and Continuous Accounting


A quarter century after a “fast, clean close” became a key measure of a finance and accounting department’s effectiveness, companies continue to take too long to close their books. Our Office of Finance research finds that 60 percent of companies take more than six business days to complete their close despite widespread agreement that it should be done within a business week. Closing sooner...

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Topics: Office of Finance, Financial Performance Management, ERP and Continuous Accounting


OneStream XF from OneStream is a financial performance management (FPM) platform offering planning, budgeting and forecasting, statutory consolidations and reporting. The company was founded in 2010 and has been self-funded, which means that until recently its marketing and brand recognition efforts have been limited. I reviewed the company’s statutory consolidation capabilities earlier this year.

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Topics: Office of Finance, Recurring Revenue, Continuous Planning, Financial Performance Management, ERP and Continuous Accounting


Longview Solutions provides tax departments with a full suite of tax software to manage direct (income) taxes. This includes tax provision and reporting, tax analysis and planning as well as operational transfer pricing and country-by-country (CbC) reporting. A dedicated tax application suite speeds the tax process, enhances control, reduces the chance of errors and ensures consistency in...

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Topics: Office of Finance, Financial Performance Management


Over the last two years, investments in digital technologies such as artificial intelligence (AI) by nearly every major provider of HCM systems and tools have transformed the HR technology landscape. Many of the investments have gone into developing distinctive product capabilities, particularly capabilities that rely on machine learning technology.

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Topics: Human Capital Management, Learning Management, HRMS, Workforce Management, Digital Technology, Work and Resource Management, Machine Learning and Cognitive Computing, Payroll Optimization, Total Compensation Management, employee experience


Budget season is about to begin for many companies. I’ve spent a few decades doing research into – as well as thinking and writing about – the planning and budgeting processes in corporations. I’ve closely examined the role of the Financial Planning and Analysis (FP&A) group, which is usually charged with managing the corporate budget process. About seven years ago, I published a research note, ...

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Topics: Office of Finance, Continuous Planning, Financial Performance Management


Workday will acquire Adaptive Insights for $1.55 billion in cash, with the transaction scheduled to close in the third quarter of this year. The combination adds Adaptive Insight’s well-developed cloud-based financial performance management software to Workday’s workforce and financial management suite. Workday says Adaptive will operate as a standalone business and continue with its current...

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Topics: Office of Finance, Continuous Planning, Cloud Computing, Collaboration, Financial Performance Management


Employee engagement has been a dominant theme in both human capital management (HCM) and the systems to manage it in recent years; lately (though not necessarily appropriately) it is a topic often equated with the notion of the employee experience. On a related point, Gallup’s annual employee engagement survey has consistently found the majority of today’s workforce to be disengaged, defined as...

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Topics: Big Data, Data Science, Human Capital Management, Machine Learning, Learning Management, Analytics, Business Intelligence, Cloud Computing, Collaboration, HRMS, Workforce Management, Digital Technology, Workforce Optimization


We now are well beyond the year depicted in 2001: A Space Odyssey, a cinematic perspective on the future of artificial intelligence in which HAL 9000, a computer, is able to simulate human behavior and control machines. Anyone reviewing the past two years of marketing around AI in the business technology industry can be forgiven for believing that we have arrived at the futuristic state Stanley...

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Topics: Big Data, Data Science, Mobile, Customer Analytics, Customer Engagement, Customer Experience, Machine Learning, Mobile Technology, Analytics, Business Intelligence, Cloud Computing, Collaboration, Customer Service, Data Governance, Data Integration, Data Preparation, Internet of Things, Contact Center, Information Optimization, Digital Technology, Machine Learning and Cognitive Computing, Cybersecurity, Billing and Recurring Revenue, Workforce Optimization, collaboration for business


Blockchains are attractive because their built-in security and trust factors make them useful for almost all business interactions involving organizations and individuals. Blockchains have two basic functions. One is as a method for handling transactions involving property such as land deeds, trademarks or other assets. The second involves exchanges of data such as identities of individuals or...

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Topics: Big Data, Data Science, Mobile, Marketing Performance Management, Office of Finance, business intelligence, Analytics, Cloud Computing, Data Governance, Data Integration, Data Preparation, Internet of Things, Digital Technology, Digital Marketing, Digital Commerce, Operations & Supply Chain


Workday recently presented a technology summit for industry analysts. The presentations focused on Workday’s ongoing product advancements as well as its approach to employing emerging technologies. These technologies include artificial intelligence (AI) and machine learning (ML), robotic process automation (RPA) and bots utilizing natural language processing. Ventana Research uses the term ...

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Topics: Big Data, Data Science, Mobile, Machine Learning, Office of Finance, Continuous Planning, Cloud Computing, Collaboration, Financial Performance Management, ERP and Continuous Accounting


We are have arrived at the May 25, 2018 date when the European Union’s General Data Privacy Regulations (GDPR) become enforceable, following what has been a two-year transition period. Companies were given this time to put in place reasonable measures and the systems necessary to support the legislation’s wide-ranging personal data privacy requirements, which apply to any organization with more...

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Topics: Big Data, Data Science, Mobile, Sales, Customer Analytics, Customer Engagement, Customer Experience, Marketing, Analytics, Business Intelligence, Cloud Computing, Collaboration, Data Governance, Data Integration, Data Preparation, Internet of Things, Contact Center, Digital Technology, Digital Marketing, Digital Commerce, Cybersecurity, Billing and Recurring Revenue, collaboration for business, mobile marketing



OneStream XF from OneStream Software is a financial performance management (FPM) platform available on-premises or in the cloud. The company is a relative newcomer (it started in 2010) but its founders are industry veterans and it has a long list of referenceable customers. Being self-financed, it only recently began to raise its market profile. Its SmartCPM system consists of software for...

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Topics: Office of Finance, Continuous Planning, Analytics, HRMS, Financial Performance Management, ERP and Continuous Accounting, Sales Planning and Analytics


After more than a decade of steady development, ERP systems today are changing fundamentally, facilitated by the availability of advances such as cloud computing, advanced database architecture, collaboration, improved user-interface design, mobility, analytics and planning. This was evident when Oracle recently held its third analysts-only ERP Cloud Summit in New York to coincide with its Modern...

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Topics: ERP, Machine Learning, Cloud Computing, Robotic Process Automation, Artificial intelligence, blockchain, AI


Accountants love electronic spreadsheets – and for good reason. They’re a powerful and versatile personal productivity tool and just about everyone knows how to use them. Spreadsheets are the default software tool for accountants because they enable autonomy (you don’t need to ask IT for anything) and they’re free (so you don’t have to make a business case to authorize buying something). Some...

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Topics: ERP, Office of Finance, Continuous Accounting, FASB, IASB, CFO, controller, Financial Performance Management, Spreadsheets, Enterprise Resource Planning, ERP and Continuous Accounting, revenue recognition, Accounting, Lease Accounting, real estate, Lease Management, ASC842, IFRS16, leasing


Pricing is an issue that almost every for-profit company confronts – and usually agonizes over. Organizations’ approach to pricing can range from centralized to decentralized and from highly disciplined to lax. Whether pricing is best handled in a centralized or decentralized fashion depends a great deal on the markets the company is serving as well as its organizational structure and culture....

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Topics: Office of Finance, Financial Performance Management, Price and Revenue Management, Enterprise Resource Planning


SAP recently held a teleconference to highlight its blockchain strategy. Lately, the major business software vendors have been calling attention to their blockchain initiatives. While the focus on this technology might seem premature to those who still equate it with cryptocurrencies, evidence is pointing to a future pace of adoption similar to the rapid take-up of the internet in the 1990s. That...

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Topics: Machine Learning, Office of Finance, finance transformation, Robotic Process Automation, Artificial intelligence, blockchain, AI, bots, robotic finance


Robots of the physical sort are not about to take over finance and accounting but we have arrived at the age of “Robotic Finance”. I coined this term to focus on four key technologies with transformative capabilities: artificial intelligence and machine learning, robotic process automation, bots and natural language processing and blockchain distributed ledger technology. Embracing these...

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Topics: Machine Learning, close, closing, Robotic Process Automation, Artificial intelligence, blockchain, AI, Accounting, bots


The HCM software market continues to evolve at an unprecedented pace. The innovations we’re seeing are exciting new features and capabilities, but many have more profound impacts: They provide organizations with more effective ways to serve their customers and enhance their experience. HR’s customers –employees, managers, retirees, candidates, leadership and external partners – can now access and...

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Topics: Human Capital Management, Employee Engagement, Employee Productivity, HR technology, HCM Systems


We at Ventana Research recently published our research agendas for 2018. The world of data and information management continues to evolve, as does our research on the use of these technologies to improve your organization’s operations. Relational databases are no longer the only viable enterprise data store as more organizations adopt a polyglot database infrastructure. And while their exact form...

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Topics: Data Governance, Information Management, Data, blockchain


The use of blockchain distributed ledgers in business processes is now a common theme in many business software vendors’ presentations. The technology has a multitude of potential uses. However, presentations about the opportunities for digital transformation always leave me wondering: How is this magic going to happen? I wonder this because the details about how data flows from point A to point...

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Topics: Planning, Predictive Analytics, Forecast, FP&A, Machine Learning, Reporting, budget, Budgeting, Continuous Planning, Analytics, Data Management, Cognitive Computing, Integrated Business Planning, AI, forecasting, consolidating


We at Ventana Research recently published our research agendas for 2018. Analytics and business intelligence are evolving and so is our research on their use across practice areas. Earlier research has shown that analytics can deliver significant value to organizations; for example, our predictive analytics research shows that 57 percent of organizations reported achieving a competitive advantage...

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Topics: Machine Learning, Analytics, Business Intelligence, Collaboration, Internet of Things, IOT, Artificial intelligence, natural language processing, Natural Language Generation


Ventana Research uses the term “predictive finance” to describe a forward-looking, action-oriented finance organization that places emphasis on advising its company rather than fulfilling the traditional roles of a transactions processor and reporter. Technology is driving the shift away from the traditional bean-counting role. The cumulative evolution of software advances will substantially...

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Topics: Planning, Predictive Analytics, Forecast, FP&A, Machine Learning, Reporting, budget, Budgeting, Continuous Planning, Analytics, Data Management, Cognitive Computing, Integrated Business Planning, AI


Two of the most impactful contributions of any HR department are driving employee engagement and employee productivity, outcomes that are highly correlated of course. These contributions are meaningful because, for an organization of any appreciable size, even fairly small upticks in employee productivity translate into significant financial benefit. The math is simple: Increase revenue per...

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Ventana Research recently published the findings of our benchmark research on Data Preparation, which examines the practices organizations use to accomplish data preparation. We view data preparation as a sequence of steps: identifying, locating and then accessing the data; aggregating data from different sources; and enriching, transforming and cleaning it to create a single uniform data set....

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Topics: Big Data, Analytics, Data Preparation


For several years, I’ve commented on a range of emerging technologies that will have a profound impact on white-collar work in the coming decade. I’ve now coined the term “Robotic finance” to describe this emerging focus, which includes four key areas of technology: Artificial intelligence (AI) and machine learning (ML), robotic process automation (RPA), bots utilizing natural language...

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Topics: ERP, Machine Learning, close, Consolidation, Continuous Accounting, Reconciliation, CFO, Robotic Process Automation, blockchain, AI, natural language processing, Accounting, RPA, bots, voice automation


Robotic process automation (RPA) relies on programming or the application of analytical algorithms to execute the most appropriate action in an automated workflow. RPA enables business users to configure a “robot” (actually, computer software) to interact with applications or data sources to process a transaction, move or manipulate data, communicate with other digital systems and manage...

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Topics: Operations, automation, close, closing, Continuous Accounting, finance, banking, Robotic Process Automation, Accounting


2017 has been a year of major changes in the contact center market: several significant acquisitions, vendors expanding their capabilities to support more channels of engagement, a continued trend to move products to the cloud and, as a result, more vendors expanding their global presence. One such vendor is NewVoiceMedia. When I last wrote about the company I pointed out that when it was founded...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Customer Feedback Management, Customer Service, Contact Center, Omnichannel, Customer Journey Maps, Workforce Optimization


I recently attended SAP TechEd in Las Vegas to hear the latest from the company regarding its analytics and business intelligence offerings as well as its data management platform. The company used the event to launch SAP Data Hub and made several other data and analytics announcements that I’ll cover below.

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Topics: Big Data, SAP, Machine Learning, Analytics, Data Preparation, SAP TechEd


Prophix is an established provider of financial performance management (FPM) software for planning and budgeting, forecasting, analysis and reporting, and managing the financial close and consolidation process. Its eponymous software is designed specifically for midsize companies or midsize divisions of larger corporations. These organizations are a distinctive segment of the market in that they...

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Topics: Planning, Office of Finance, Reporting, Budgeting, Consolidation, Continuous Planning, Analytics, Business Intelligence, Collaboration, Financial Performance Management, Integrated Business Planning, accounting close, Price and Revenue Management, Work and Resource Management, Sales Planning and Analytics


2017 has been a year of major changes in the contact center market. There have been more acquisitions than in any year I can remember. There have also been more partnerships announced, which have at least in part been enabled by the advance of cloud-based systems. The move to the cloud has continued apace, along with the addition of new capabilities that allow employees to access systems from...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Customer Service, Contact Center, Omnichannel, Workforce Optimization


I’m thrilled to announce to my HCM vendor and practitioner network as well as the ever-expanding Ventana Research community that I’m now directing Ventana’s HCM practice. I will be working closely with our CEO and Chief Research Officer Mark Smith, who is a fellow HCM enthusiast and thought leader.

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Topics: Big Data, Data Science, Mobile, Human Capital Management, Machine Learning, Learning Management, Analytics, Cloud Computing, Collaboration, Internet of Things, HRMS, Workforce Management, Payroll Optimization, Customer Digital Technology


Oracle OpenWorld is a fall event that sprawls over a lot of territory – figuratively in terms of the IT landscape and, if you’re in San Francisco, literally. My focus here is on the ERP portion of the company’s software portfolio.

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Topics: Office of Finance, Recurring Revenue, Cloud Computing, asc 606, Enterprise Resource Planning, ERP and Continuous Accounting, revenue recognition


From my perspective, supply chain management (SCM) and sales and operations planning (S&OP) are two of the most underappreciated disciplines of modern corporate management. Properly applied, they can improve performance and competitiveness by increasing customer satisfaction and reducing costs. A combination of more capable information technology with advances in operations research and analytics...

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Topics: ERP, Kinaxis, Supply Chain Planning, Analytics, SCM, S&OP, Sales and Operations Planning, warehouse management, purchasing, inventory management


The Strata Data Conference is changing and it’s changing in a good way. At the recentStrata Data Conference in New York, Mike Olson, chief strategy officer atCloudera, which co-sponsored the event, commented that at prior events we used to talk about the “Hadoop zoo animals,” meaning the various components of the Hadoop ecosystem of which I havewritten previously. Following last fall’s Strata...

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Topics: Big Data, Machine Learning, Analytics, Hadoop, Artificial intelligence


Sage Intacct recently held its annual user group meeting. The cloud financial management software service provider targets rapidly growing small- and midsize services companies. Within this broad category, Sage Intacct focuses on verticals including software, financial services, healthcare, nonprofits, wholesale and franchisers.

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Topics: Office of Finance, Recurring Revenue, Cloud Computing, asc 606, Enterprise Resource Planning, ERP and Continuous Accounting, revenue recognition


There’s been some speculation in the market that Hadoop may be disappearing. Some of this speculation has been driven by vendors that have recently downplayed Hadoop in their marketing efforts. For example, the Strata+Hadoop World conference is now known as the Strata Data Conference. The Hadoop Summit is now known as the Dataworks Summit. In Cloudera’s S-1 filing with the SEC for its initial...

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Topics: Big Data, Analytics, Hadoop


In 2013, the Organization for Economic Cooperation and Development (OECD) published a report titled “Action Plan on Base Erosion and Profit Shifting” (commonly referred to as “BEPS”), which describes the challenges national governments face in enforcing taxation in an increasingly global environment with a growing share of digital commerce. Country-by-country (CbC) Reporting has developed in...

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Topics: ERP, GRC, audit, finance transformation, LongView, Tax, Business Analytics, Oracle, CFO, Vertex, FPM, BEPS, tax department, tax planning


The application of artificial intelligence (AI) and machine learning (ML) to business computing will have a profound impact on white collar professions. This is especially true in heavily rules-based functions such as accounting. Companies recognize the transformational potential of AI and ML, but the progression and pace of the adoption of these technologies is unclear. Some applications of AI...

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Topics: Big Data, Machine Learning, Office of Finance, Analytics, CFO, finance, CEO, AI, accountants, NLP, Accounting


A few years ago, we carried out benchmark research into customer service best practices. A key element of the research was to compare the approaches of the nearly three-fifths (58%) of organizations that described themselves as very customer-focused and the remaining two-fifths (42%) that are not so focused on their customers.

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Customer Service, Contact Center, Customer Journey Maps, Digital transformation


At the recent Zuora Subscribed17 London event, Founder and CEO Tien Tzuo took about 10 minutes to demonstrate that over the last 12 months the subscription economy has grown considerably and assert that Zuora is committed to supporting organizations that make the transition to such a business model. The numbers Tzuo presented were impressive but more striking still was the understanding that...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Billing and Recurring Revenue, Digital transformation


Continuous planning is a term Ventana Research uses for a high participation, collaborative, action-oriented approach to planning built on frequent, short planning sprints. This enables organizations to enhance the accuracy of their plans because refinements are made at shorter intervals. Short planning cycles enable companies to achieve greater agility in responding to market or competitive...

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Topics: Human Capital, Business Collaboration, finance, Business


Fra Luca Pacioli, a 15th-century Franciscan friar living in what’s now Italy, is credited with codifying double-entry bookkeeping, which is the foundation of accounting. Pacioli, a polymath, was well acquainted with his contemporary and fellow polymath Leonardo Da Vinci. So, given they were at times collaborators, it’s fitting that one of the most important applications of SAP’s Leonardo...

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Topics: ERP, Machine Learning, Office of Finance, Internet of Things, CFO, Artificial intelligence, AI, Leonardo


A lot is being written and said about the omnichannel customer experience and the role contact center agents play in providing such experiences. From the customer’s perspective, I think it boils down to four things: that the interaction is easy, personal to them, within the context of the relationship and previous interactions, and consistent no matter with whom or what technology they interact....

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Customer Service, Contact Center, Omnichannel, Robotic Process Automation, Workforce Optimization


In 2016 Unit4 acquired Prevero, a financial performance management software company. The acquisition reflects a trend toward the convergence of transactional and analytical business applications. ERP and financial management software vendors increasingly are adding analytic capabilities – especially in financial performance management (FPM) – to the core functions of transaction processing and...

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Topics: Marketing, Office of Finance, Continuous Planning, Analytics, Business Intelligence, Cloud Computing, Collaboration, Workforce Management, Financial Performance Management, FPM, Work and Resource Management, Operations & Supply Chain, Sales Planning and Analytics


Workiva’s Wdesk, a cloud-based productivity application for handling composite documents, will have a larger role to play as companies adopt new revenue recognition standards governing accounting for contracts. The Financial Accounting Standards Board (FASB), which administers Generally Accepted Accounting Principles in the U.S. (US-GAAP), has issued ASC 606 and the International Accounting...

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Topics: close, closing, XBRL, CFO, Document Management, SEC, 10Q, SEDAR, Composite document


Recently Hortonworks announced some significant additions to its products at the DataWorks Summit. These additions reflect the fact that the big data market continues to evolve, as I have previously written.

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Topics: Big Data, Machine Learning, Analytics


Our benchmark research into next-generation customer engagement shows the telephone is far from dead as a channel of customer engagement. Although the research shows other channels are likely to grow more quickly over the next two years, nearly half (46%) of organizations said they expect to see significant or some growth in the volume of calls they need to handle. So, as well as supporting...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Customer Service, Contact Center, Omnichannel, Workforce Optimization, Revenue


Centage recently released Budget Maestro Version 9, a complete revamping of its longstanding budgeting application designed for midsize companies. The software, now offered as a multitenant cloud-based offering, delivers several structural improvements that can enhance the effectiveness of a company’s planning processes and at the same time is easier to use. Budget Maestro Version 9 is designed...

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Topics: Planning, Reporting, Budgeting, Consolidation, Analytics, Business Planning, headcount planning


Natural language generation (NLG), the process of generating text or narratives based on a set of data values, can reach a broader audience. NLG narratives can be used for a variety of purposes, but in this perspective I focus on how NLG can be used to enhance business intelligence (BI) processes. In the case of BI, NLG can be used to explain what has happened and why it is happening, and even...

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Topics: Machine Learning, Natural Language, Analytics, Business Intelligence


Our benchmark research over the last couple of years confirms what we all instinctively know: Consumers engage with each other and organizations using an increasing number of engagement channels. Indeed, our latest research into the next-generation contact center in the cloud shows the average number of channels organizations now support has grown to almost eight. The same research confirms that...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Customer Feedback Management, Customer Service, Contact Center, Omnichannel, Robotic Process Automation, Customer Journey Maps, Workforce Optimization


Earlier this year Zuora acquired revenue recognition software vendor Leeyo. Zuora, which initially focused on taming the complexities of subscription billing, has been broadening its software offerings to handle a wider set of the operational and financial requirements of a subscription business. Leeyo held a Revenue Recognition Summit in 2016 and the event was recently repeated. The need for the...

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Many organizations continue to struggle with preparing data for use in operational and analytical processes. We see these issues reported in our Data and Analytics in the Cloud benchmark research, where 55 percent of organizations identify data preparation as the most time-consuming task in their analytical processes.  Similarly, in our Next-Generation Predictive Analytics research, 62 percent of...

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Topics: Analytics, Collaboration, Data Preparation, Datawatch


Not many years ago, building and running a contact center was a complex task. Organizations typically had to license all the systems they required (most of them proprietary and on-premises), customize them to meet their requirements and integrate them into a workable architecture. But beyond all the systems issues, the key to running the center was forecasting the right number of skilled agents...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Customer Feedback Management, Customer Service, Contact Center, Omnichannel, Robotic Process Automation, Customer Journey Maps, Billing and Recurring Revenue, Workforce Optimization, Digital transformation


Customer engagement is undergoing its biggest transformation in decades. Consumers now use a significantly greater number and variety of channels to engage with organizations – everything from phone, email and the corporate website to social media, text messaging, chat, mobile apps and video. This is forcing organizations to change in order not to miss out on business opportunities.

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Customer Feedback Management, Customer Service, Contact Center, Omnichannel, Robotic Process Automation, Customer Journey Maps, Billing and Recurring Revenue, Workforce Optimization


I have been involved in the call center market for around 30 years, first as a consultant building call centers for organizations and later as an analyst covering developments in organizations’ customer engagement best practices and vendor product developments. Looking back over the first 20, maybe even 25 years, it has been a slowly developing market. Early call centers essentially included an...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Customer Service, Contact Center


Customer engagement is nothing new – organizations have been engaging with customers in one way or another ever since business began. Over the years, however, the nature of this engagement has changed dramatically, from largely face-to-face encounters and the written word to telephone, email, fax and text messaging and now to text-based applications, social media, mobile apps and video. These...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Customer Service, Contact Center, Workforce Optimization, Knowledge Management


Today many conversations about contact centers and CRM focus on customer engagement and the customer experience. Customer engagement should be relatively straightforward, addressing how organizations interact with customers through different channels of engagement. However, when it comes to customer experience, I believe many miss the point. The key word is experience, which means it is...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Cloud Computing, Customer Service, Contact Center, Billing and Recurring Revenue, Workforce Optimization


Longview recently completed the acquisition of Tidemark Systems, a planning software vendor. Longview Plan powered by Tidemark is a suite of cloud-based applications that enable corporations to plan, assess performance and communicate results more effectively. The software facilitates what Ventana Research calls “continuous planning.” This is a highly collaborative, action-oriented approach to...

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Topics: Mobile, Office of Finance, Recurring Revenue, Continuous Planning, Analytics, Business Intelligence, Financial Performance Management, Price and Revenue Management, ERP and Continuous Accounting, Sales Planning and Analytics


This is my second analyst perspective based on our IoT Benchmark Research. In the first, I discussed the business focus of IoT applications and some of the challenges organizations are facing. Now I’ll share some of the findings about technologies used in IoT applications and the impact those technologies appear to have on the success of users’ projects.

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Topics: Big Data, Analytics, Business Intelligence, IOT, NoSQL


Our benchmark research into next-generation customer engagement finds that three-quarters (77%) of organizations participating in the research said it is very important to improve the way they engage with customers. The two main drivers behind this are improving the customer experience (cited by 74%) and improving performance of the customer service organization (70%). This is important because...

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Topics: Mobile, Customer Analytics, Customer Engagement, Customer Experience, Customer Feedback Management, Cloud Computing, Collaboration, Customer Service, Internet of Things, Contact Center, Digital Technology, Omnichannel, Customer Journey Maps, Billing and Recurring Revenue


If we look at the focus of technology vendors for analytics and business intelligence or business applications providers deploying these capabilities in the last five years, we see that they have elevated the importance on the value of visualization and dashboards. These promotions might be understandable, but will they make business and the people using them more intelligent?

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Topics: Big Data, Data Science, Mobile, Machine Learning, Analytics, Business Intelligence, Cloud Computing, Collaboration, Information Optimization, Digital Technology, Machine Learning and Cognitive Computing


More than a year ago I wrote from personal experience about the challenges our firm encountered with Salesforce’s cloud computing systems and customer service and if we can trust them for business in the cloud. That perspective covered a range of issues that the behemoth cloud computing applications and platform company is facing regarding its service and technology. While Salesforce has shifted...

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Topics: Big Data, Sales, Office of Finance, Analytics, Cloud Computing, Collaboration, Product Information Management, Sales Performance Management, Digital Commerce, Sales and Operations Planning, Machine Learning and Cognitive Computing, Sales Enablement and Execution, Machine Learning Digital Technology, Sales Planning and Analytics


Our benchmark research into next-generation customer engagement shows that companies use, on average, seven channels of communication to engage customers. It also finds that supporting multiple channels leads to several challenges for organizations, chiefly difficulty of integrating systems (49%), channels managed as silos (47%) and inconsistent responses across channels (33%). Today’s customers...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Office of Finance, Customer Service, Contact Center


I recently attended SuiteWorld, NetSuite’s annual user conference. In the opening keynotes and throughout the event speakers emphasized benefits for NetSuite users resulting from the merger of NetSuite and Oracle, completed last fall. I wrote about this at the time. NetSuite users are likely to benefit from Oracle’s sales and core technology infrastructure. Before the merger, NetSuite’s R&D...

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Topics: Human Capital Management, Office of Finance, Recurring Revenue, Cloud Computing, HRMS, Enterprise Resource Planning, ERP and Continuous Accounting


This year various types of organizations are embracing machine learning like it is going out of style – or maybe it would be better to say coming into style. And now with a little investigation on LinkedIn finds over half million professionals with machine learning in their job title. Machine learning is the application of specific data science algorithms that become more accurate as the system...

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Topics: Big Data, Data Science, Analytics, Business Intelligence, Cloud Computing, Machine Learning and Cognitive Computing, Machine Learning Digital Technology


I recently discussed how NICE continues to invest in its core products while creating a full customer experience platform, combining its core offerings with products newly acquired from inContact and Nexidia. During two recent briefings, I learned that these investments continue at quite a pace; the company announced a new product to address the ever-increasing number of channels of engagement,...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Office of Finance, Customer Service, Contact Center


Ventana Research defines financial performance management (FPM) as the process of addressing the often overlapping people, process, information and technology issues that affect how well finance departments operate and support the activities of the rest of their organization. FPM deals with the full cycle of finance department activities, which include planning and budgeting, analysis, assessment...

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Topics: Mobile, Human Capital Management, Office of Finance, Recurring Revenue, Continuous Planning, Analytics, Business Intelligence, Financial Performance Management, Price and Revenue Management, ERP and Continuous Accounting, Sales Planning and Analytics


Informatica reintroduced itself to the world at its recent customer conference, Informatica World, in San Francisco. The company took advantage of the event to showcase its new branding in an effort to change the way customers think about the company. Informatica has been providing information services in the cloud for more than a decade. Even though cloud revenue comprises a minority of...

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Topics: Big Data, Data Science, Analytics, Business Intelligence, Cloud Computing, Data Governance, Data Integration, Data Preparation, Information Optimization, Machine Learning and Cognitive Computing, Machine Learning Digital Technology


Our benchmark research into the next-generation contact center in the cloud shows that organizations are supporting more and more channels of engagement; an emerging one is video. Adoption rates suggest that use of this technology for customer service is still in its early days, but as more consumers make video calls using mobile apps such as FaceTime, WhatsApp and Skype, we expect adoption rates...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Office of Finance, Customer Service, Contact Center


Zuora, a subscription commerce and billing software company, recently acquired Leeyo, a company that provides software that automates the revenue recognition and forecasting processes. The terms were not disclosed. The acquisition is relevant to subscription-based businesses because of changes to accounting standards about to go into effect that will have a significant impact on how they account...

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Topics: Customer Experience, Human Capital Management, Office of Finance, Continuous Planning, Contact Center, Financial Performance Management, Enterprise Resource Planning, ERP and Continuous Accounting


Compensation and the processes and systems to support it are at the center of success in every organization, as I have noted recently.In our view, an investment in total compensation management software is a strategic step toward advancing human capital management. Our benchmark research on this topic found some progress in attitudes about modernizing compensation practices. Almost three-fourths...

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Topics: Human Capital Management, Office of Finance, Learning Management, HRMS, Workforce Management, Work and Resource Management, ERP and Continuous Accounting, Payroll Optimization


I recently attended the MicroStrategy World conference, which was held in Washington, D.C. and it celebrate its 20th anniversary, which is why MicroStrategy hosted the event near its headquarters. Over the past 20 years, the market and technology for business intelligence and analytics have significantly changed, and in several changes, MicroStrategy has been at the forefront. Now is a good time...

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Topics: Big Data, Mobile Technology, Analytics, Business Intelligence, Digital Technology


Our firm regularly explores the impacts of new technologies on business. Analytics is foremost among recently emerging technologies, which our benchmark research consistently confirms. In our research on next-generation sales analytics, fourth-fifths (82%) of participating organizations cited analytics as the most important technology trend for sales; however, several other technologies also are...

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Topics: Big Data, Sales, Mobile Technology, Office of Finance, Analytics, Cloud Computing, Collaboration, Product Information Management, Sales Performance Management, Digital Commerce, Machine Learning and Cognitive Computing, Sales Enablement and Execution, Machine Learning Digital Technology, Sales Planning and Analytics


Vendavo recently held its annual Profit Summit, a combination of a user group conference and a forum for covering evolving trends and techniques in business-to-business (B2B) pricing. Especially in emerging categories like pricing and revenue management, this sort of event provides an opportunity to assess the state of the market and the maturity of the applications. As I’ve noted, adoption of...

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Topics: Big Data, Sales, Office of Finance, Analytics, Cloud Computing, Sales Performance Management, Price and Revenue Management, Digital Commerce, Pricing and Promotion Management, Sales Enablement and Execution, Sales Planning and Analytics


Not long ago, organizations engaged with customers by meeting them in person, speaking with them on the telephone or writing to them. To be competitive today, however, organizations cannot confine customer service to those forms of engagement. Customers now engage with each other and organizations through a variety of digital channels that include email, corporate websites, text messaging,...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Office of Finance, Customer Service, Contact Center


The importance of analytics for sales organizations is clear and, as I pointed out in my recent analyst perspective on the next generation of sales analytics, these capabilities optimize revenue potential. However, utilizing sales analytics requires a set of data skills that most organizations still find challenging and are thus not fully prepared to support. The efficient access and preparation...

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Topics: Big Data, Sales, Machine Learning, Office of Finance, Analytics, Cloud Computing, Collaboration, Product Information Management, Sales Performance Management, Digital Technology, Digital Commerce, Sales and Operations Planning, Machine Learning and Cognitive Computing, Sales Enablement and Execution, Sales Planning and Analytics


Our benchmark research into next-generation contact centers in the cloud confirms what many others are writing and talking about – that customer experience is now the business differentiator. This means that organizations need to get customer engagement right at every touch point, be it assisted by employees or digital. The same research shows that while organizations are supporting more channels...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Customer Service, Contact Center


Compensation management is essential for any organization that values engaging and retaining its employees. It is a fundamental component of a range of personnel-related activities – recruiting and hiring, assessing performance, and career and succession planning. Determining and providing appropriate compensation, which may involve base pay, merit pay, variable pay and incentives or bonuses, is...

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Topics: Human Capital Management, Office of Finance, Learning Management, HRMS, Workforce Management, Work and Resource Management, ERP and Continuous Accounting, Payroll Optimization


Ever since I became involved in the CRM and customer service markets, everyone – businesses, vendors, consultants and analysts – has been talking and writing about the “360-degree view of the customer”. Despite claims from several vendors, I haven’t seen any products that produce a full 360-degree view, and user organizations haven’t had the time or resources to develop the technology themselves....

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Office of Finance, Customer Service, Contact Center


I have been following advances in sales analytics since the 1990s. Over the last five years, however, I have seen evolution, not innovation. In most cases the information that analytics provides is too complicated and not contextualized enough for sales people who are not analytics experts to understand, let alone take action on. As I pointed out in my 2017 research agenda on sales, analytics is...

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Topics: Big Data, Sales, Mobile Technology, Office of Finance, Analytics, Cloud Computing, Collaboration, Product Information Management, Sales Performance Management, Digital Commerce, Sales and Operations Planning, Machine Learning and Cognitive Computing, Sales Enablement and Execution, Machine Learning Digital Technology, Sales Planning and Analytics


Anaplan recently held Anaplan Hub, its annual user group meeting. The company offers a cloud-based business planning platform that incorporates a modeling and calculation engine. The tool makes it relatively easy to add or expand the scope of plans that can be connected and monitored as a central source. Companies typically use Anaplan software for financial planning or budgeting, sales,...

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Topics: Customer Analytics, Human Capital Management, Marketing, Marketing Performance Management, Office of Finance, Recurring Revenue, Continuous Planning, Analytics, Business Intelligence, Cloud Computing, Collaboration, HRMS, Sales Performance Management, Workforce Management, Financial Performance Management, Price and Revenue Management, Work and Resource Management, Operations & Supply Chain, Sales Enablement and Execution, ERP and Continuous Accounting, Sales Planning and Analytics


Pricing is an issue that affects almost every for-profit company that doesn’t sell purely commodity products. A corporation’s approach to pricing can range from highly disciplined to ad hoc and from fully centralized to decentralized. The issue of centralized or decentralized depends a great deal on the markets the company serves, its organizational structure and its culture. However, a...

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Topics: Big Data, Office of Finance, Continuous Planning, Analytics, Sales Performance Management, Financial Performance Management, Price and Revenue Management, Pricing and Promotion Management, Sales Enablement and Execution, ERP and Continuous Accounting, Sales Planning and Analytics


Oracle recently held its second ERP Cloud Summit with industry analysts. The all-day event wasn’t just about ERP. The company covered a range of its business applications, including financial performance management as well as its Adaptive Intelligent Applications. And it wasn’t just about the cloud. After more than a decade of steady developments, ERP systems have begun to change fundamentally,...

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Topics: Big Data, Data Science, Mobile, Customer Experience, Human Capital Management, Machine Learning, Office of Finance, Analytics, Data Integration, Internet of Things, Cognitive Computing, HRMS, Financial Performance Management, Mobile Marketing Digital Commerce, Digital Marketing, Digital Commerce, Operations & Supply Chain, Enterprise Resource Planning, ERP and Continuous Accounting


Some 3,000 people attended Domo’s recent customer event, called Domopalooza. That’s nearly double the attendance of the previous event, which my colleague Mark Smith covered. Formerly a bit “stealthy,” Domo has started sharing more information, some of which I’ll pass along, as well as observations about product announcements made at the event.

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Topics: Data Science, Mobile, Mobile Technology, Analytics, Business Intelligence, Cloud Computing, Collaboration, Machine Learning and Cognitive Computing, Machine Learning Digital Technology


In tracking Genesys for several years I have seen it grow through a series of product developments and acquisitions – from predominantly selling call routing and computer/telephony integration (CTI) software to providing a suite of products that manage inbound and outbound, assisted and digital channels of customer engagement. Continuing this expansion Genesys recently acquired Interactive...

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Topics: Mobile, Customer Analytics, Customer Engagement, Customer Experience, Office of Finance, Analytics, Cloud Computing, Collaboration, Customer Service, Internet of Things, Contact Center, Digital Technology


Ventana Research recently announced the results of its latest Benchmark Research, Next-Generation ERP. The enterprise resource planning (ERP) system is at the core of nearly every company’s record-keeping and management of business processes. Its smooth and uninterrupted functioning is essential to an organization’s accounting and finance functions. In manufacturing and distribution, ERP manages...

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Topics: Big Data, Mobile, Human Capital Management, Office of Finance, Cloud Computing, Collaboration, Inventory Optimization, Work and Resource Management, Enterprise Resource Planning, ERP and Continuous Accounting


I recently attended SAS Institute’s analyst relations conference. There the company provided updates on its financial performance and its Viya platform and a glimpse into some of its future plans.

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Topics: Big Data, Data Science, Mobile Technology, business intelligence, Analytics, Cloud Computing, Collaboration, Data Governance, Data Integration, Data Preparation, Internet of Things, Information Optimization, Machine Learning and Cognitive Computing, Machine Learning Digital Technology


Until recently, the contact center technology systems market was straightforward. Vendors typically provided on-premises systems that fell into four broad categories: telephony management, workforce optimization, business applications (most noticeably CRM) and analytics. The advent of more digital channels of engagement – the cloud, mobile devices, and artificial intelligence – has muddied the...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Customer Service, Contact Center


Cloudera provides database and enabling technology for the big data market and overall for data and information management. As my colleague David Menninger has written, the big data and information management technology markets are changing rapidly and require vendors to adapt to them. Cloudera has grown significantly over the last decade and now has approximately 1,000 customers and provides...

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Topics: Big Data, Data Science, Machine Learning, business intelligence, Analytics, Cloud Computing, Data Governance, Data Integration, Data Preparation, Internet of Things, Cognitive Computing, Information Optimization, Digital Technology


Business process reengineering was a consulting fashion in the early 1990s that spurred many companies to purchase their first ERP systems. BPR proposes a fundamental redesign of core business processes to achieve substantial improvements in market and customer responsiveness, productivity, cycle times and quality. ERP systems support business process reengineering by guiding the step-by-step...

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Topics: Big Data, Data Science, Mobile, Customer Analytics, Customer Experience, Machine Learning, Office of Finance, Wearable Computing, Continuous Planning, Analytics, Business Intelligence, Cloud Computing, Data Integration, Internet of Things, Financial Performance Management, Digital Technology, Digital Marketing, Digital Commerce, Operations & Supply Chain, Enterprise Resource Planning, Machine Learning and Cognitive Computing, ERP and Continuous Accounting, Sales Planning and Analytics


In tracking NICE for a decade I have seen the company grow, through a series of acquisitions and product developments, from a vendor largely of workforce management systems to one that offers a full suite of workforce optimization products. It is now advancing what I call a customer experience platform that builds on top of my last coverage of it advancing its efforts. This includes systems to...

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Topics: Big Data, Customer Analytics, Customer Engagement, Customer Experience, Mobile Technology, Analytics, Cloud Computing, Collaboration, Customer Service, Contact Center, CRM, Digital Technology


I am happy to provide my personal perspective on the potential of sales organizations, processes and technology to supercharge business activity in 2017. The sales processes of organizations – whether they involve digital commerce or direct or indirect physical selling – should be part of continuous optimization efforts to reach maximum results. To do this, the people leading and running sales...

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Topics: Big Data, Sales, Machine Learning, Mobile Technology, Office of Finance, Analytics, Cloud Computing, Collaboration, Product Information Management, Sales Performance Management, Digital Technology, Digital Commerce, Operations & Supply Chain, Sales and Operations Planning, Machine Learning and Cognitive Computing, Sales Enablement and Execution, Sales Planning and Analytics


More businesses are using software to implement and support a strategic pricing strategy designed to optimize revenue and margins in business-to-business (B2B) transactions because it can help improve results at the bottom line. “Optimize” in this instance means managing the trade-off that usually exists between revenue and profitability objectives in order to support a company’s strategy and...

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Topics: Big Data, Data Science, Sales, Office of Finance, Analytics, Cloud Computing, Sales Performance Management, Financial Performance Management, Price and Revenue Management, Pricing and Promotion Management, Sales Enablement and Execution, ERP and Continuous Accounting


Workforce management is a key topic of expertise for Ventana Research. We define workforce management as the set of activities and processes organizations use to manage their hourly and salaried workforce for maximum productivity. It involves not only scheduling, tracking and paying for time worked but also aligning that work to the tasks and objectives of the organization. Workforce management...

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Topics: Human Capital Management, Office of Finance, Learning Management, HRMS, Workforce Management, Work and Resource Management, ERP and Continuous Accounting, Payroll Optimization


Until recently most organizations deployed systems on their own premises to build communications and contact center infrastructures, which often required them to integrate products from several vendors. In the past few years many vendors have moved their systems to the cloud, and others have begun as cloud-based suppliers. This trend has opened up the opportunity for more organizations to take...

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Topics: Big Data, Mobile, Customer Analytics, Customer Engagement, Customer Experience, Machine Learning, Wearable Computing, Analytics, Business Intelligence, Cloud Computing, Collaboration, Internet of Things, Contact Center, Digital Commerce, Subscription Billing


The Internet of Things (IoT) is a technology that extends digital connectivity to devices and sensors in homes, businesses, vehicles and potentially almost anywhere. This advance enables virtually any device to transmit its data, to which analytics can then be applied to facilitate monitoring and a range of operational functions. IoT can deliver value in several ways. It can provide organizations...

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Topics: Big Data, Wearable Computing, Analytics, Internet of Things, Digital Technology


Human capital management (HCM) offers a prime opportunity for organizations and their human resource professionals to make employee-related processes effective in engaging and retaining the workforce. Manual administrative processes often hampered HR in focusing on the workplace experience and employee satisfaction. Modern HCM applications can help them manage members of the workforce as critical...

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Topics: Human Capital Management, Office of Finance, Learning Management, HRMS, Workforce Management, Work and Resource Management, ERP and Continuous Accounting


Big data initially was characterized in terms of “the three V’s,” volume, velocity and variety. Nearly five years ago I wrote about the three V’s as a way to explain why new and different technologies were needed to deal with big data. Since then the industry has tackled many of the technical challenges associated with the three V’s. In 2017 I propose that we focus instead on a different letter,...

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Topics: Data Science, Machine Learning, Analytics, Business Intelligence, Collaboration, Data Preparation, Internet of Things, Information Optimization


One of the first applications I learned about in the contact center market was customer relationship management (CRM). The core capabilities of a CRM system were to manage customer data, marketing campaigns, sales opportunities and service requests. Vendors also touted them as the source for a comprehensive “360 degree” view of the customer, which they could never actually deliver because they...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Contact Center, Digital Commerce


Senior finance executives and finance organizations that want to improve their performance must recognize the value of technology as a key tool for doing high-quality work. Consider how poorly your organization would perform if it had to operate using 25-year-old software and hardware. Having the latest technology isn’t always necessary, but it’s important for executives to understand that...

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Topics: Big Data, Data Science, Mobile, Human Capital Management, Mobile Technology, Office of Finance, Continuous Planning, Analytics, Business Intelligence, Cloud Computing, Collaboration, Financial Performance Management, Price and Revenue Management, Inventory Optimization, Operations & Supply Chain, Enterprise Resource Planning, Sales and Operations Planning, Machine Learning and Cognitive Computing, ERP and Continuous Accounting


Big data has become an integral part of information management. Nearly all organizations have some need to access big data sources and produce actionable information for decision-makers. Recognizing this connection, we merged these two topics when we put together our recently published research agendas for 2017. As we plan our research, we focus on current technologies and how they can be used to...

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Topics: Big Data, Data Science, Analytics, Data Governance, Data Integration, Data Preparation, Information Management, Internet of Things, Machine Learning and Cognitive Computing, Machine Learning Digital Technology


In 2016 Ventana Research saw a significant shift in the customer engagement and contact center software markets. Our benchmark research into the next-generation contact center in the cloud shows that for 70 percent of companies, customer experience is and will be an important way of competing; the largest growth in ways of competing is to introduce digital self-service, which will increase by 12...

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Topics: Mobile, Customer Analytics, Customer Engagement, Customer Experience, Office of Finance, Analytics, Cloud Computing, Collaboration, Customer Service, Internet of Things, Contact Center


Ventana Research analysts recently published our research agendas for 2017. As we put together these plans we think about the forces that are shaping the markets that we cover and then craft agendas that study these issues to provide insights for our community. I’ve been working in the business intelligence (BI) and analytics market for nearly 25 years, and throughout that time the industry has...

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Topics: Big Data, Data Science, Mobile Technology, Analytics, Business Intelligence, Cloud Computing, Collaboration, Internet of Things, Machine Learning and Cognitive Computing, Machine Learning Digital Technology


I’ve long advocated the use of effective technology in the tax function, especially for organizations that operate in multiple jurisdictions or have complex legal structures manage direct tax provision and analysis using outdated or inappropriate tools. Our Office of Finance benchmark research reveals that most organizations use spreadsheets to manage their tax provision and analysis: Half (52%)...

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Topics: Big Data, Office of Finance, Continuous Planning, Analytics, Financial Performance Management, ERP and Continuous Accounting


NICE is a longstanding provider of contact center systems. At the beginning of 2016 NICE acquired Nexidia, a provider of customer analytics, which raised questions about the future of the acquired company, its products and its customers. During a recent briefing SVP of product management Larry Skowronek discussed these issues. Nexidia now trades as “a NICE analytics company,” which is unusual...

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Topics: Analytics


The business intelligence market is bounded on one side by big data and on the other side by data preparation. That is, to maximize their performance in using information, organizations have to collect and analyze ever increasing volumes of data while the tools available are constantly evolving in the big data ecosystem that I have written about. In our benchmark research on big data analytics,...

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Topics: Big Data, Analytics, Business Intelligence, Collaboration, Data Integration, Data Preparation, Information Management, Internet of Things


Price and revenue optimization (PRO) is a business discipline used to produce demand-based pricing; it applies market segmentation techniques to achieve strategic objectives such as increased profitability or greater market share. In essence, PRO enables companies to surf the demand curve using dynamic rather than fixed pricing to achieve the most desirable trade-offs between revenue volume and...

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Topics: Big Data, Data Science, Sales, Office of Finance, Analytics, Cloud Computing, Sales Performance Management, Financial Performance Management, Price and Revenue Management


Over the last few years the telecommunications and call center industries have undergone radical changes. Telecommunications was mainly in the hands of national and regional telecom companies, which essentially owned all the cables in the ground. The call center market was dominated by a small number of vendors that provided on-premises systems to manage and route calls when they arrived at a...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Speech Analytics, Employee Engagement, Analytics, Cloud Computing, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


Kofax offers Kapow, robotic process automation (RPA) software used to acquire information from a range of sources without human intervention and without having to write code. These sources include websites, applications, unstructured documents, data stores and desktop spreadsheets. RPA software does repetitive, low-value work that otherwise may be performed by person. It saves time in these...

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Topics: Office of Finance, Operations, close, finance, banking, Digital Technology


The big data market continues to evolve, as I have written previously. Vendors are attempting to differentiate their offerings as they seek to encourage customers to pay for technology that they could potentially download for free.

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Topics: Big Data, Analytics, Business Intelligence, Internet of Things, Information Optimization


Our benchmark research into the next-generation contact center in the cloud shows that the telephone and other nondigital communication channels are far from obsolete: Participating organizations expect growth in all channels. As a consequence, contact centers are likely to remain a key channel to handle customer interactions, and it is likely that contact center agents will have to handle...

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Topics: Customer Experience, Contact Center


Ventana Research defines financial performance management (FPM) as the process of addressing often overlapping issues involving people, process, information and technology that affect how well finance organizations operate and support the activities of the rest of their organization. FPM software supports and automates the full cycle of finance department activities, which include planning and...

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Topics: Performance Management, ERP, FP&A, Human Capital Management, Office of Finance, Consolidation, Financial Performance Management, FPM


Our benchmark research into the next-generation contact center in the cloud confirms what most people intuitively know – that consumers now engage with each other and organizations through more communication channels than a few years ago and that many of these are speech- and text-based. Companies are therefore generating large volumes of voice recordings and textual records. They contain vital...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Speech Analytics, Employee Engagement, Analytics, Cloud Computing, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


The treasury function in finance departments doesn’t get a lot of attention, but it’s a fundamentally important one: to ensure that all funds are accounted for and that there is sufficient cash on hand each day to meet operating requirements. Keeping track of and managing cash, especially in larger organizations, can be complicated because of multiple bank accounts, complex financing requirements...

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Topics: Predictive Analytics, Office of Finance, credit, debt, Analytics, CFO, cash management, controller, Financial Performance Management


Zuora provides software that supports the rapidly expanding subscription economy. I recently attended the company’s user event in London, called subscribe16. During his keynote speech CEO Tien Tzuo insisted that the subscription economy is not only here to stay but is likely to grow substantially. In the U.K. alone, he said, 40 million users are using subscription services, including 14 million...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Speech Analytics, Employee Engagement, Analytics, Cloud Computing, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


Ventana Research awarded our Governance, Risk and Compliance (GRC) Business Innovation Award for 2016 to IBM for IBM Regulatory Compliance Analytics, powered by Watson (IRCA). This application of cognitive analytics is designed to streamline the identification of potential regulatory requirements and suggest methods for compliance. In so doing the cloud-based system can cut the time and cost of...

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Topics: GRC, Machine Learning, Office of Finance, Dodd-Frank, Risk Analytics, compliance, finance, Financial Services, Watson


Today’s rapid changes in technology have left many companies behind in the digital transformation that is shaping the future of marketing, sales, commerce and client engagement. At Ventana Research we have seen this change coming, having been close observers and analysts of technological shifts for almost 15 years, providing continuous research and guidance to the technology industry. Now the...

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Topics: Customer Experience, Marketing, Marketing Performance Management, Mobile Technology, Analytics, Cloud Computing, Digital Technology, Digital Marketing


IBM recently held its inaugural World of Watson event. Formerly known as IBM Insight, and prior to that IBM Information on Demand, the annual event, attended by 17,000 people this year, showcases IBM’s data and analytics and the broader IBM efforts in cognitive computing. The theme for the event, as you might guess, was the Watson family of cognitive computing products. I, for one, was glad to...

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Topics: Big Data, Data Science, Machine Learning, Analytics, Cloud Computing, Data Governance, Data Integration, Internet of Things, Information Optimization, Machine Learning and Cognitive Computing


Oracle and NetSuite have completed their merger. The combination is likely to be positive for customers because NetSuite will have access to “more,” a word repeated many times over the course of Oracle’s post-acquisition webcast. Existing NetSuite customers will benefit from increased investment as well as economies of scale that Oracle can bring to R&D and sales and marketing. Oracle has stated...

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Topics: Sales, Customer Experience, Human Capital Management, Marketing, Office of Finance, Continuous Planning, Customer Service, HRMS, Price and Revenue Management, Work and Resource Management, Digital Commerce, Operations & Supply Chain, Enterprise Resource Planning, Sales and Operations Planning


More than 13,000 self-described “data and visualization nerds” gathered in Austin, TX, recently for Tableau Software’s annual customer conference. In his inaugural keynote, Tableau’s new CEO, Adam Selipsky, said that nearly 9,000 were first-time attendees. I was impressed with the enthusiasm of the customers who had gathered for the event, cheering as company officials reviewed product plans and...

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Topics: Tableau, Analytics, Business Intelligence, Visualization, DataPrep


Verint is an established vendor of contact center systems. Its portfolio of products includes digital customer engagement, knowledge management, agent desktop, workforce optimization (for which it was recently rated the top vendor in the Ventana Research 2016 Value Index), voice of the customer and multiple forms of analytics - including text. Verint has built its portfolio through internal...

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Topics: Customer Engagement, Customer Experience, Speech Analytics, Analytics, Cloud Computing, Customer Service, Call Center, Contact Center, CRM, Text Analytics


To the extent that they know anything about blockchain distributed ledgers, people associate it with bitcoin, banking or payment systems in general. However, as I mentioned in an earlier research note, blockchains have a range of potential use cases. Indeed, blockchain distributed ledgers can look like just another technology in search of a mission. However, that’s because there are many ways of...

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Topics: Office of Finance


Robotics is nothing new to some aspects of manufacturing and the IT industry, but it is relatively new in the customer experience (CX) market. The term often conjures up images of little gray machines taking over tasks previously handled by humans – machines making cars, programmed vacuum cleaners and the like. In the CX space, however, we are not talking about machines but about software that...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Speech Analytics, Employee Engagement, Analytics, Cloud Computing, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


Fall is a busy time for software industry analysts. It’s a season filled with vendors’ user conferences and some industry conferences. Throughout the course of attending these events I’ve come to the realization that big vendors are often considered the Rodney Dangerfield of the software industry: They get no respect. What I mean by no respect is revealed in snarky social media comments, less...

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Topics: Sales, Software


Analysts have been talking and writing about a “360 degree” view of the customer for years. Our own benchmark research into customer relationship management shows that only37 percent of organizations are able to produce analysis and reports that yield such a comprehensive view. Other research into next-generation customer analytics reveals that the main issue in this area for nearly two-thirds...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Employee Engagement, Analytics, Cloud Computing, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


Data preparation is critical to the effectiveness of both operational and analytic business processes. Operational processes today are fed by streams of constantly generated data. Our data and analytics in the cloud benchmark research shows that more than half (55%) of organizations spend the most time in their analytic processes preparing data for analysis – a situation that reduces their...

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Topics: Analytics, Data Preparation


Ventana Research recently awarded Workday a 2016 Technology Innovation Award for its newly released application, Workday Planning, because it simplifies and streamlines the budgeting and planning processes while facilitating collaboration, deepening visibility into spending and enabling tight fiscal control. These capabilities can help a variety of user organizations in several ways.

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Topics: Big Data, Marketing, Office of Finance, Budgeting, Controller, In-memory, CFO, Workday, demand management, Financial Performance Management, financial reporting, FPM, Integrated Business Planning


SYSPRO is a 35-year-old software vendor that focuses on selling enterprise resource planning (ERP) systems to midsize companies, particularly those in manufacturing and distribution. In manufacturing, SYSPRO supports make, configure and assemble, engineer to order, make to stock and job shop environments. The company attempts to differentiate itself through vertical specialization and its years...

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Topics: Big Data, SaaS, ERP, Governance, Human Capital Management, Office of Finance, close, Continuous Accounting, Analytics, CIO, Cloud Computing, Collaboration, CFO, CRM, CEO


In the late 1990s, CRM systems were launched to help organizations become customer-centric, to manage customer relationships from end to end, through marketing to sales to customer service, and to provide a “360-degree view of the customer.” For a variety of reasons (overselling, lack of proper adoption, missing functionality), they never lived up to many companies’ expectations, and so CRM got a...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Analytics, Cloud Computing, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM


Intacct, a cloud-based ERP vendor focused on midsize companies, recently held its annual user group meeting. Two of its products that were covered in the keynote are worth noting. One, already available, enables companies to manage their order-to-cash process in a continuous fashion, from the time a salesperson begins to engage with a prospect to the time funds are collected. The other is a...

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Topics: SaaS, Sales, Customer Engagement, Customer Experience, ERP, Human Capital Management, Marketing, NetSuite, Office of Finance, customer life cycle, Customer Service, billing software, asc 606


During a recent briefing with NGData, I was initially put off by excessive “marketing speak.” The team began by describing its product, Lily Enterprise, as a “customer experience operating system.” Being used to having operating systems run entire computers, I wasn’t sure what this meant. This term was followed by a statement that NGData’s products help companies transition from being “B2C to...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Speech Analytics, Analytics, Cloud Computing, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


I recently attended .conf2016, Splunk’s seventh annual user conference. Splunk created the market for analyzing machine data (shorthand for machine-generated data), which consists of log files and event data from various types of systems and devices. Our big data analytics benchmark research shows that these are two of the most common sources of big data that organizations analyze. This market...

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Topics: Machine Learning, Splunk, Analytics, Machine data, Operational Intelligence


Over the years, our benchmark research studies on contact center systems have shown that larger centers use dedicated contact center systems to support their operations nearly twice as often as centers that have fewer than 250 seats. Smaller centers typically lack budgets and technical skills to deploy and operate such systems. This situation is evident in the tools commonly used to support...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Analytics, Cloud Computing, Customer Service, Call Center, Contact Center, Contact Center Analytics


The topic of corporate governance received renewed attention recently after the publication of an open letter signed by 13 prominent business leaders, including Warren Buffett of Berkshire Hathaway and Jamie Dimon of JPMorgan Chase. The first principle the group advocated in the letter is the need for a truly independent board of directors. To achieve that aim, the letter suggests having the...

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Topics: Mobile, Governance, Human Capital Management, Office of Finance, Consolidation, Reconciliation, CFO, CEO, board of directors, accounting close


I recently spent time at Strata+Hadoop World 2016 in New York. I attended this event and its predecessor, Hadoop World, off and on for the past six years. This one in New York had a different feel from previous events including the most recent event in San Jose at the end of March. Perhaps because of its location in one of the financial and commercial hubs of the world, the event had much more of...

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Topics: Big Data, Predictive Analytics, Strata+Hadoop


I recently attended Oracle OpenWorld for the first time in several years. The message at this year’s event was clear: Oracle is all in on the cloud. I had heard the message, but I didn’t get the full impact until I arrived at the Moscone Center in San Francisco. All signage at the event contained the word “cloud,” and Oracle issued 18 press releases in conjunction with OpenWorld related to cloud...

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Topics: Big Data, Office of Finance, Analytics, Business Intelligence, Cloud Computing


The annual Oracle OpenWorld user group meeting provides an opportunity to step back and take a longer view of business, industry and technology trends affecting the company. Last year, after listening to Larry Ellison’s and Mark Hurd’s vision for the future of IT, I wrote that Oracle had to continue shifting its focus to business applications because the accelerating shift to cloud computing...

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Topics: Big Data, Performance Management, SaaS, ERP, Office of Finance, Analytics, Cloud Computing, PaaS, Digital Technology


Evaluagent is a U.K.-based company founded in 2012 that is carving out a niche in the workforce optimization market. Whereas most WFO vendors offer broad portfolios of products that focus on operational efficiency to reduce the cost of agents, Evaluagent’s narrower portfolio focuses on the people side of interaction handling, particularly agent engagement and satisfaction. The company’s founders...

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Topics: Analytics


I recently attended Oracle OpenWorld for the first time in several years. The message at this year’s event was clear: Oracle is all in on the cloud. I had heard the message, but I didn’t get the full impact until I arrived at the Moscone Center in San Francisco. All signage at the event contained the word “cloud,” and Oracle issued 18 press releases in conjunction with OpenWorld related to cloud...

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Topics: Big Data, Predictive Analytics, Business Analytics, Business Intelligence, Cloud Computing, Information Management


Effective capital planning and capital investment are vital to a company’s long-term success. The choices a company makes in this regard – how much to invest and in which facilities or projects – almost always have a profound impact on its competitiveness and performance. Because they have limited financial resources, well-managed companies take pains to ensure that these decisions support their...

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Topics: Office of Finance, Business Performance, Financial Performance, CEO, CFO, Financial Performance Management, Foreca


I have been involved in the call center and customer engagement market for more than 25 years, first as a consultant and systems integrator and for the past 11 years as an industry analyst. There have been lots of changes in that time but never as many as in the last 12 to 18 months. A simple illustration of the change is how I group vendors.

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Topics: Big Data, Social Media, Mobile Technology, Customer Performance, Business Analytics, Cloud Computing, Call Center


Aspect is a well-established global provider of contact center systems. Its portfolio of products includes applications for contact centers, self-service, workforce optimization and analytics. In May the company announced it has gained clearance for restructuring its debt, which means it is in a better financial position to invest in its products and global ecosystem of partners, to the benefit...

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Topics: Customer Experience, Customer & Contact Center, Call Center


Like many other industry observers I’ve heard overblown claims for information technology for decades. However, I’ve also observed that – eventually – reality catches up with vision. Finance and accounting departments are particularly resistant to change, yet because almost no corporations use adding machines or typewriters any more, it’s clear that transformative change can happen. Nonetheless,...

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Topics: Social Media, Supply Chain Performance, Human Capital, Mobile Technology, Office of Finance, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Financial Performance


Teradata recently held its annual Partners conference, at which gather several thousand customers and partners from around the world. This was the first Partners event since Vic Lund was appointed president and CEO in May. Year on year, Teradata’s revenues are down about 5 percent, which likely prompted some changes at the company. Over the past few years Teradata made several technology...

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Topics: Big Data, Predictive Analytics, Business Analytics, Business Intelligence, Cloud Computing, Information Management


Ventana Research has published its Workforce Optimization 2016 Value Index. The Value Index provides a comprehensive evaluation of contact center workforce optimization vendors based on responses to our RFP-like questionnaire, which was constructed using insights gained from our recent benchmark research into workforce optimization and our knowledge of the market. In our definition workforce...

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Topics: Big Data, Customer Experience, Mobile Technology, Customer Performance, Cloud Computing, Call Center


Ventana Research coined the term “enterprise spreadsheet” in 2004 to describe a variety of software applications that add a desktop spreadsheet’s user interface (usually that of Microsoft Excel) to components that address the issues that arise when desktop spreadsheets are used in repetitive, collaborative enterprise processes. Enterprise spreadsheets are designed to provide the best of both...

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Topics: Sales Performance, Supply Chain Performance, Office of Finance, Customer Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Information Management, Financial Performance Management (FPM)


It strikes me that the motto of successful salespeople – “ABC: Always Be Closing!” – could apply equally to corporate controllers, albeit in the accounting sense. For a while now I’ve been advocating continuous accounting, a holistic approach to managing the finance and accounting function that, in part, emphasizes using technology to distribute workloads more evenly over an accounting period –...

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Topics: Office of Finance, Business Performance, Financial Performance


Verint is an established vendor of workforce optimization products that was the top-ranked vendor in our 2015 Workforce optimization Value Index. However, like many other large vendors in this category, its product portfolio and capabilities extend beyond workforce optimization; indeed, from a glance at its home page it is not immediately obvious that workforce optimization is a main part of its...

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Topics: Customer Experience, Customer Performance, Operational Performance, Call Center


Ventana Research has newly published its Mobile Analytics and Business Intelligence 2016 Value Index. The Value Index provides a comprehensive evaluation of vendors and their product offerings across seven categories. In performing that analysis, I realized that this software category is at a crossroads. Once an optional capability often reserved for executives, mobile analytics is becoming a...

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Topics: Mobile Technology, Business Analytics, Business Intelligence, Information Optimization, Mobile BI, Analytics, Business Intelligence


Imagine how the third Monday in next January looks to leaders in the sales department. That’s the first day of the annual sales kickoff and the excitement level won’t get any higher. New products and services are in the works, lucrative customer contracts are up for renewal, alliance partners are in the house, and qualified opportunities are already flowing through your pipeline. The executive...

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Topics: Sales, Sales Performance, Human Capital, Human Capital Management, Mobile Technology, CRO, Analytics, Business Analytics, Business Collaboration, Business Performance, Financial Performance, Operational Intelligence


Five9 provides contact center in the cloud systems. Its Virtual Contact Center is essentially communication infrastructure software deployed through cloud computing. At the heart of its products is cloud-based telephony software that replaces on-premises ACD and PBX technology. The software connects to public telephone systems and helps users receive, make and manage telephone calls while...

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Topics: Customer Experience, Customer Performance, Call Center


Vendavo is a vendor of business-to-business (B2B) price and revenue optimization software, which I have written about. A major focus of the conference sessions this year at the company’s annual user group meeting was on practical approaches to successful price optimization initiatives. While this category of software has been achieving increasing acceptance, penetration is still limited in the...

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Topics: Big Data, Sales Performance, Customer Performance, Operational Performance, Business Analytics, Business Performance, Financial Performance, Vendavo, price, pricing, optimization, revenue, cu


Unit4, a Netherlands-based vendor of financial management software focused mainly on midsize companies, recently acquired prevero, a German vendor of performance management and business intelligence software. The acquisition reflects a convergence of transactional and analytic business applications, which I have written about. ERP and financial management software vendors increasingly are adding...

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Topics: Office of Finance, Business Analytics, Business Performance, Financial Performance


Since I last wrote about Upstream Works it has expanded its focus on contact center agent efficiency and effectiveness to include omnichannel customer experience. Each of its core products has undergone a number of developments. Its main product now is Upstream Works for Finesse, which it classifies as a smart agent desktop. This is a desktop application that enables users of contact center...

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Topics: Customer Experience, Customer Performance, Analytics, Business Analytics, Call Center


It’s part of my job to cover the ecosystem of Hadoop, the open source big data technology, but sometimes it makes my head spin. If this is not your primary job, how can you possibly keep up? I hope that a discussion of what I’ve found to be most important will help those who don’t have the time and energy to devote to this wide-ranging topic.

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Topics: Big Data, Business Analytics, Business Intelligence, Information Management, Operational Intelligence


It often seems to business-to-business (B2B) marketers as if the only people who understand them are other B2B marketers. They feel that salespeople don’t get what they do day-to-day, that friends and family don’t understand what they do for a living, and most of all that the executives to whom they report have no interest in what they do – that is, until the last day of the quarter. Then they...

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Topics: Big Data, Sales Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Operational Intelligence, Hive9 Marketing Performance Management


Data virtualization is not new, but it has changed over the years. The term describes a process of combining data on the fly from multiple sources rather than copying that data into a common repository such as a data warehouse or a data lake, which I have written about. There are many reasons for an organization concerned with managing its data to consider data virtualization, most stemming from...

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Topics: Big Data, Business Analytics, Business Intelligence, Information Management, Information Optimization, Data virtualization, data integration, data lake,


Invoicing and billing are mundane business activities that hardly anyone outside of the accounting department cares about, but they are where the back office meets the front office. How well a company handles the process of getting paid by its customers can have an impact on its relationships with them. Like most of the details of business process execution, the impact of substandard invoicing...

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Topics: Sales Performance, Office of Finance, Customer Performance, Business Performance, Cloud Computing, Financial Performance


In July Salesforce officially closed on its purchase of digital commerce platform provider Demandware for US$2.8 billion. Salesforce’s executives were interested in acquiring a digital commerce platform, and they claim that Demandware was routinely mentioned in their due diligence of the market. So out came Marc Benioff’s and Salesforce checkbook, and they paid. Handsomely. For that sizeable...

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Topics: Social Media, Mobile Technology, Office of Finance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Financial Performance, Operational Intelligence, Uncategorized, Omnichannel, Commerce, Digital kDigital


Today’s proponents of artificial intelligence (AI) tend to focus on its spectacular uses such as self-driving cars and uplifting ones such as medical treatment. AI also has the potential to aid humanity in more modest ways such as eliminating the need for individuals to do tedious repetitive work in white-collar areas. Along these lines, at its recent Vision users conference, IBM displayed an...

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Topics: Governance, Office of Finance, Business Performance, Cloud Computing, Financial Performance, Uncategorized, Risk & Compliance (GRC), GRC, governance, risk, compliance, risk management


I recently wrote that companies are struggling to provide omnichannel customer experiences and digital customer service is now seen as a business differentiator. To address these issues, organizations need to change how they use people and processes, and deploy innovative technologies that can support new initiatives. To provide an enterprise-wide solution, contact center systems fall into four...

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Topics: Social Media, Mobile Technology, Customer Performance, Cloud Computing, Uncategorized, Call Center


In today’s intensely competitive markets, companies must strive to meet customer expectations during every interaction, and interactions occur through many channels. Our benchmark research into next-generation customer engagement finds that customers use up to 17 channels of engagement. Some channels involve assisted service from employees of the company, and some use self-service technologies...

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Topics: Mobile Technology, Customer Performance, Cloud Computing, Uncategorized, Call Center


Predictive analytics is a rewarding yet challenging subject. In our benchmark research on next-generation predictive analytics at least half the participants reported that predictive analytics allows them to achieve competitive advantage (57%) and create new revenue opportunities (50%). Yet even more participants said that users of predictive analytics don’t have enough skills training to produce...

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Topics: Big Data, Data Science, Predictive Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing


Businesses and customers are ready for a new generation of digital commerce technology, but implementing it is challenged by significant barriers in two basic categories: technology commoditization and the lack of an IT and business framework for delivering great customer experiences. Regarding the first, for some companies making large IT purchases, the way an enterprise employs CAPEX and OPEX...

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Topics: Sales Performance, Social Media, Mobile Technology, Wearable Computing, Customer Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Operational Intelligence, Uncategorized, Mobile Marketing Digital Commerce


The blockchain distributed database was invented to create the peer-to-peer digital cash called bitcoin in 2008. Although the future potential of bitcoin and other cryptocurrencies has been debated, the distributed ledger structure using a blockchain database that supports bitcoin is likely to be adopted for a range of commercial and governmental purposes. Distributed ledgers are a secure and...

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Topics: Sales Performance, Supply Chain Performance, Customer Performance, Operational Performance, Business Performance, Financial Performance, Uncategorized, blockchain, distributed ledger, DLT, ERP, SCM, sup


My colleague David Menninger recently wrote about the SAS Analyst Summit, concluding that “the SAS analytics juggernaut keeps on truckin’.” He observed, as I have done in the past, that SAS has a vast array of products that it regularly updates to keep up with market demand, ensuring it remains one of the premier vendors of data management and analytics systems. Dave’s perspectives provide...

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Topics: Customer Performance, Uncategorized, Call Center


I recently wrote about the challenge some companies will face in planning and budgeting when new revenue recognition rules go into effect in most countries in 2018. It’s important for companies that will be affected to be sure they have the appropriate systems, processes and training to handle the more difficult demands imposed by the new rules. With the change in accounting, the time lag between...

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Topics: Big Data, Sales Performance, Business Performance, Financial Performance, Uncategorized


One aspect of living in downtown Chicago is that there’s always something going on. But as distasteful as the subject matter of certain local events can be, some proceedings can inspire perspectives on a number of topics. One that occurs to me is how the retail industry can apply the new generation of mobile and location-based technologies not only to shape the customer experience but even rescue...

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Topics: Social Media, Mobile Technology, Wearable Computing, Customer Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Operational Intelligence, Uncategorized, Mobile, Marketing Location Communication


New standards governing accounting for contracts will go into effect for most companies in 2018. The Financial Accounting Standards Board (FASB), which administers Generally Accepted Accounting Principles in the U.S. (US-GAAP), has issued ASC 606, and the International Accounting Standards Board (IASB), which administers International Financial Reporting Standards (IFRS) used in most other...

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Topics: Sales, Sales Performance, Business Performance, Financial Performance, Uncategorized


In our benchmark research into the next-generation contact center in the cloud more than two-thirds (69%) of organizations said they need to improve customer service, and market dynamics require them to do this is in new ways. Whereas today most (83%) compete on the services they offer, over the next two years 70 percent said they expect customer experience to be the top way they will compete,...

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Topics: Customer Performance, Cloud Computing, Uncategorized, Call Center


Qlik helped pioneer the visual discovery market with its QlikView product. In some respects, Qlik and its competitors also spawned the self-service trend rippling through the analytics market today. Their aim was to enable business users to perform analytics for themselves rather than building a product with the perfect set of features for IT. After establishing success with end users the company...

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Topics: Big Data, Mobile Technology, Business Analytics, Business Collaboration, Business Intelligence, Cloud Computing, Information Management, Uncategorized, Qlik, Analytics, Qlik Sense, Qlik, Business intell


NICE Systems was one of the first vendors I started to cover when I joined Ventana Research more than 11 years ago. Back then it was a pure-play vendor of workforce optimization (WFO) systems and was creating a portfolio of products by developing its own systems and acquiring niche vendors of call recording, quality management, workforce management, performance management and analytics. Over the...

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Topics: Big Data, Customer Performance, Business Analytics, Cloud Computing, Uncategorized, Call Center


The relevance of marketing to an organization depends on planning and performance measured against it. In writing about marketing management I have observed the marketing mayhem that can occur but also have noted that organizations that take marketing performance management seriously are in better position to assess their efforts in relation to goals and outcomes. I have a little experience in...

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Topics: Business Analytics, Financial Performance, Uncategorized, CMO


Workiva offers Wdesk, a cloud-based productivity application for handling composite documents. I use the term “composite document” to refer to those in which text is created and edited collaboratively by multiple contributors and which incorporates tabular and numerical data from multiple sources in a controlled process. Composite documents often have formats defined by law, regulation or...

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Topics: Mobile Technology, Business Collaboration, Business Performance, Cloud Computing, Financial Performance, Governance, Risk & Compliance (GRC), Uncategorized, Composite Software


As global business increases competitive pressures, marketing departments face new challenges. They must anticipate and respond to frequently changing customer preferences and produce effective programs and campaigns to attract them. In the online world where customers can jump instantly from one company to another, Marketing must develop new ways to catch and hold their attention. Doing this...

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Topics: Sales Performance, Customer Performance, Operational Performance, Financial Performance, Uncategorized, CMO


Cloud-based computing has become widespread, particularly in line-of-business applications from vendors such as Salesforce and SuccessFactors. Our benchmark research also suggests a rise in the acceptance of cloud-based analytics. We’ve seen the emergence and growth of cloud-only analytics vendors such as Domo and GoodData as well as cloud-based delivery by nearly all the on-premises analytics...

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Topics: Sales Performance, Supply Chain Performance, Human Capital, Business Intelligence, Business Analytics, Cloud,, Customer Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Financial Performance, Information Management, Uncategorized


I have been involved in the contact center industry for more than 25 years and often see organizations that are slow in keeping up with consumers’ expectations; many of them seem reluctant to change, regardless of the need to do so. For example, agents of my cell phone operator ask the same four questions at the start of a call as they did 30 years ago; my bank supports several channels of...

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Topics: Big Data, Social Media, Customer Performance, Business Analytics, Cloud Computing, Uncategorized, Call Center


Information technology enables a data-driven management style that was not feasible until powerful, affordable computers became generally available. There’s no bright line marking when this became possible; the process is ongoing. People were using financial analytics long before ENIAC, the first general-purpose computer, appeared, but the metrics available were not especially timely, broadly...

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Topics: Big Data, Sales Performance, Office of Finance, Customer Performance, Operational Performance, Business Analytics, Business Performance, Financial Performance, Uncategorized


For some people in sales and marketing who struggle to meet their quarterly targets, the blockbuster announcement that Microsoft will buy LinkedIn for US$26.2 billion may seem like a midyear holiday present: a digital business Rolodex filled with new global connections that can make the task of generating revenue dramatically easier. Problem is, sales leaders and revenue-focused marketers worth...

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Topics: Sales Performance, Social Media, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Uncategorized


I recently attended the Interactive Intelligence Interactions 2016 conference and came away with four key insights regarding the company’s plans and progress in providing contact centers in the cloud. These include the short-term success of PureCloud, the company’s financial performance, the importance of customer support and dealing with change.

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Topics: Customer Performance, Cloud Computing, Uncategorized, Call Center


There were two noteworthy themes in SAP CEO Bill McDermott’s keynote at this year’s Sapphire conference. One was customer assurance; that is, placing greater emphasis on making the implementation of even complex business software more predictable and less of an effort. This theme reflects the maturing of the enterprise applications business as it transitions from producing highly customized...

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Topics: Predictive Analytics, Sales Performance, SAP, Supply Chain Performance, Customer Performance, Business Performance, Financial Performance, Uncategorized


Managing marketing performance is anything but simple. It requires establishing a unified approach to assess the outcomes of initiatives and projects and compare results with investments in marketing people and campaigns. In general, while performance management has been conducted effectively at the corporate levels, it has been a challenge for most lines of business, marketing departments...

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Topics: Sales Performance, Social Media, Marketing, Marketing Performance Management, Marketing Planning, Operational Performance Management (OPM), Customer Performance, Business Analytics, Business Intelligence, Business Performance, Uncategorized, CMO, Demand Generation


In our Office of Finance benchmark research 60 percent of participants said it takes their companies six or more business days to complete their quarterly close; that exceeds the best practice benchmark of five days. Consultants, academics and vendors have stressed the importance of shortening the close for almost a quarter of a century. The main reason for doing so is to provide executives and...

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Topics: Office of Finance, Business Performance, Financial Performance, Uncategorized


If you’re a sales or marketing executive or manager, your window of business opportunity is closing rapidly. In fact it started closing the day you began your job. Time is not on your side – and your career may well hang in the balance. I want to help you shift that balance to your advantage.

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Topics: Big Data, Predictive Analytics, Sales Performance, Social Media, Mobile Technology, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Uncategorized, Sales, Marketing, Sales Performance Management, Ma


New rules governing revenue recognition for contracts will go into effect for most companies in 2018. The Financial Accounting Standards Board (FASB), which administers Generally Accepted Accounting Principles in the U.S. (US-GAAP) has issued ASC 606, and the International Accounting Standards Board (IASB), which administers International Financial Reporting Standards (IFRS) used in most other...

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Topics: Big Data, Business Performance, Financial Performance, Uncategorized


It’s widely agreed that customer experience is now the most important dynamic for business. Any organization that wants to retain loyal and even vocal customers should do everything possible to ensure and maintain customer satisfaction. Software companies, especially those that promise to provide CRM and effective interactions across any channel at any time, should be good examples of embracing...

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Topics: Sales Performance, Supply Chain Performance, Human Capital, Customer Performance, Operational Performance, Business Performance, Cloud Computing, Uncategorized, NetSuite, TribeHR, HCM, HR, HRMS, Customer Experie


Organizations in all industries face various difficulties in managing product information. The most serious is providing complete, engaging information to consumers and customers on the internet. Newly developed products, mergers and acquisitions, changes to pricing and promotions in online commerce spur business growth, but these factors also increase the amount and complexity of product-related...

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Topics: Big Data, Sales Performance, Supply Chain Performance, PIM, Product Information Management, Sales, Market, Customer Performance, Operational Performance, Business Analytics, Business Performance, Cloud Computing, Financial Performance, Information Management, Uncategorized, Information Optimization


Through a federal rule referred to as “Overtime Rule” and part of Title 29 regulations was issued on May 18th, 2016 by the Department of Labor (DOL), the Obama administration now mandates that unless they meet criteria for exemption, employees paid less than $47,476 ($22.825 per hour) are entitled to overtime pay when they work more than 40 hours per week. The rule change, which goes into...

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Topics: Sales Performance, Supply Chain Performance, Customer Performance, Operational Performance, POTUS, Department of Labor, FLSA, Part 541, Overti, Business Performance, Financial Performance, Governance, Risk & Compliance (GRC), Uncategorized


Infor recently held its annual Innovation Summit at its New York City headquarters. The company has shown leadership and creativity in business applications on two fronts: focusing its development efforts on enhancing the user experience and collaboration and building an application architecture that will deliver a rich set of functionality for ERP, financial management, CRM and HRMS and business...

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Topics: accounting, analytics, ERP, EAM, CRM, HCM, innovat, Business Performance, Financial Performance, Uncategorized


I have been meaning to write about Salesforce since its Dreamforce 2015 conference. Salesforce provides a platform, tools and applications for business and IT who claims to be the ‘no software’ company which as you will read is exactly what happened on May 10th. Heck, Salesforce is making a lot of advances on its platform, its applications and even with Analytics and the Internet of Things. These...

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Topics: Big Data, Sales Performance, NA14, Customer Performance, Operational Performance, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Financial Performance, Uncategorized


It has been more than five years since James Dixon of Pentaho coined the term “data lake.” His original post suggests, “If you think of a data mart as a store of bottled water – cleansed and packaged and structured for easy consumption – the data lake is a large body of water in a more natural state.” The analogy is a simple one, but in my experience talking with many end users there is still...

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Topics: Big Data, Predictive Analytics, Social Media, Business Analytics, Business Intelligence, Governance, Risk & Compliance (GRC), Information Management, Uncategorized, Information Optimization


Organizations are facing a digital transformation, as I have written, that is rapidly changing the applications and services that businesses use to operate and deliver information. This new digital generation addresses the expectations of consumers and business partners for information and service in real time. One example of it is enterprise messaging. Recently I wrote about the shift to this...

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Topics: Big Data, Sales Performance, Social Media, Supply Chain Performance, Enterprise messaging, Internet of Things, IoT, mid, Customer Performance, Operational Performance, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Management, Uncategorized


Compensation management is a key activity for engaging all employees and thus for human capital management. I discussed this connection in my perspective on unifying human capital management. In a further step in that direction, I am excited to announce the launch of our next-generation compensation management benchmark research. Determining and providing the appropriate compensation for each...

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Topics: Human Capital Management, Uncategorized


Enterprise messaging is the technology backbone of communications for applications and systems within and between organizations. Both its importance and its complexity are growing as organizations increasingly have to provide real-time responses to business customers and consumers as well as their own business professionals who support them and their internal supply chains. The variety of use...

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Topics: Big Data, Social Media, Supply Chain Performance, Enterprise messaging, Internet of Things, IoT, mid, Mobile Technology, Customer Performance, Operational Performance, Business Performance, Cloud Computing, Governance, Risk & Compliance (GRC), Information Management, Operational Intelligence, Uncategorized, Information Optimization


The emerging Internet of Things (IoT) is an extension of digital connectivity to devices and sensors in homes, businesses, vehicles and potentially almost anywhere. This innovation means that virtually any device can generate and transmit data about its operations – data to which analytics can be applied to facilitate monitoring and a range of automatic functions. To do these tasks IoT requires...

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Topics: Big Data, Predictive Analytics, Supply Chain Performance, IOT, OperationalIntelligence, Real-time, Operational Intelligence, Uncategorized


As the global economy transforms into a world of digital services that cross industries, including those that provide value-added services for physical products, managing the complications that arise from digital browsing, selection and purchasing of goods, as well as activation, billing and servicing of accounts, becomes a challenge. Organizations have to not just engage customers but provide...

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Topics: Sales Performance, Subscription, Recurring Revenue, Zuora, Customer Performance, Operational Performance, Business Analytics, Business Performance, Financial Performance, Uncategorized


I recently attended the SAPinsider Financials 2016 conference, a regular event that focuses on the interests and practical needs of people in the finance function of corporations. In several sessions SAP presenters continued to stress its theme of “Simple Finance” as well as making the wry observation that in finance, simple is hard to achieve. To support its theme, the company highlighted...

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Topics: Business Intelligence, Business Performance, Financial Performance, Uncategorized


The learning management system (LMS) offers opportunity for organizations to progressively enhance the effectiveness of their workforce. An advanced LMS can be more than a digital version of an organization’s training programs for specific jobs or to achieve compliance with policies and regulations. It can provide dynamic yet informal learning that business units can create, deploy and sustain...

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Topics: Sales Performance, Supply Chain Performance, Human Capital, LMS, Customer Performance, Operational Performance, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Financial Performance, Uncategorized


In this highly competitive age, optimizing the potential of workers is essential. A learning management system (LMS) can increase both knowledge and engagement. Our benchmark research on next-generation learning management systems finds that adopting one can help almost half (46%) of organizations gain a competitive advantage, and more than one-third (35%) said it assists in helping customers....

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Topics: Human Capital, Meridian, Learning, Learning Management Systems, L, Customer Performance, Operational Performance, Business Performance, Uncategorized


I hope this title captures your attention; I’m trying to make a point about the chaos going on in managing and operating marketing. What marketing needs in 2016 is to manage and optimize its efforts in a more unified manner. This perspective kicks off a new series on the challenges for marketing to automate or execute tasks and manage toward maximum performance. We all know that the craft of...

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Topics: Big Data, Predictive Analytics, Social Media, Customer Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Financial Performance, Information Applications, Operational Intelligence, Uncategorized, CMO, Information Optimization, Sales Performance Management (SPM)


For several years I have been advocating that sales organizations adapt their processes and applications to optimize both sales performance and the customer experience. For details see my research agenda for last year. However, it appears that not many sales organizations have responded to this challenge; many can barely maintain their quarterly sales forecasts and monthly pipeline, track...

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Topics: Predictive Analytics, Sales Performance, Mobile Technology, Customer Performance, Operational Performance, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Financial Performance, Uncategorized, Financial Performance Management (FPM), Sales, SFA, SPM, Sales Performance Management, Sal


At the 2015 technology analyst summit in Austin, Texas, analytics and business intelligence software vendor Qlik discussed recent market and product developments and explained its roadmap and strategy for 2016. Discussion topics included its Qlik Analytics Platform and QlikView 12.0, Qlik Sense and Qlik DataMarket, applications built on the platform but also how it is expanding its analytics...

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Topics: Big Data, Mobile Technology, Business Analytics, Business Intelligence, Business Performance, Governance, Risk & Compliance (GRC), Information Management, Operational Intelligence, Uncategorized, Information Optimization


I coined the term “cryptic data” to mean information that isn’t easy to find or access by people who could make use of it. In one instance, cryptic data offers professional investors – portfolio managers and securities analysts – a source of proprietary information that can improve their ability to pick stocks and achieve superior performance relative to their benchmarks. Automation through...

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Topics: Big Data, Analytics, Business Analytics, Business Performance, Financial Performance, Uncategorized


On Monday, March 21, Informatica, a vendor of information management software, announced Big Data Management version 10.1. My colleague Mark Smith covered the introduction of v. 10.0 late last year, along with Informatica’s expansion from data integration to broader data management. Informatica’s Big Data Management 10.1 release offers new capabilities, including for the hot topic of self-service...

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Topics: Big Data, Business Intelligence, Information Applications, Information Management, Uncategorized


Verint is an established vendor of workforce optimization, advanced analytics and self-service products for customer experience management. Recently it announced its acquisition of Contact Solutions, whose products complement Verint’s. The acquisition adds analytics capabilities and fraud detection software, both of Verint will incorporate into its existing products. Contact Solutions also brings...

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Topics: Mobile Technology, Customer Performance, Business Analytics, Business Collaboration, Cloud Computing, Uncategorized, Call Center


The evolutionary pace of technologies that shape the design of ERP systems has been accelerating over the last couple of years. In addition to cloud computing there is the increasing availability of analytics and reporting integrated into transaction processing systems, which I have noted; support for mobile users; in-context collaboration; and more intuitive user interface (UI) design. Each of...

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Topics: Human Capital Management, Mobile Technology, Customer Performance, Business Collaboration, Business Performance, Financial Performance, Uncategorized


Businesses and their human resource organizations feel pressure to maximize the value of their human capital in today’s intensely competitive world. Many have made or considered investments in new applications that better exploit information to efficiently recruit, engage and retain the best talent. Advanced applications not only advance these processes but also help management assess the...

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Topics: Big Data, Predictive Analytics, Governance, HCM, HR, HRMS, Workforce Management, Learning Mana, Human Capital, Mobile Technology, Wearable Computing, Customer Performance, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Financial Performance, Governance, Risk & Compliance (GRC), Information Management, Uncategorized, Financial Performance Management (FPM)


Six months ago I wrote that Interactive Intelligence bases its product strategy on continued support of its three core products: CIC, CaaS and PureCloud. During a recent briefing CMO Jeff Platón made it clear that although the company continues to support all three, its main focus will be PureCloud Engage that is also certified and available on the Salesforce AppExchange. When the company first...

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Topics: Customer Performance, Cloud Computing, Uncategorized, Call Center


I recently attended the SAS Analyst Summit in Steamboat Springs, Colo. (Twitter Hashtag #SASSB) The event offers an occasion for the company to discuss its direction and to assess its strengths and potential weaknesses. SAS is privately held, so customers and prospects cannot subject its performance to the same level of scrutiny as public companies, and thus events like this one provide a...

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Topics: Big Data, Predictive Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Information Applications, Information Management, Uncategorized


Technology innovation is accelerating faster than companies can keep up with. Many feel pressure to adopt new strategies that technology makes possible and find the resources required for necessary investments. In 2015 our research and analysis revealed many organizations upgrading key business applications to operate in the cloud and some enabling access to information for employees through...

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Topics: Big Data, Predictive Analytics, Sales Performance, Supply Chain Performance, Governance, Mobile Technology, Operational Performance Management (OPM), Customer Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Location Intelligence, Operational Intelligence, Uncategorized, Workforce Performance, Business Performance Management (BPM), Financial Performance Management (FPM), Information Optimization, Sales Performance Management (SPM)


During a recent analyst briefing, I learned that Genesys finished 2015 with a bang and enters 2016 with high expectations. Last year it made several changes at the top of the organization, naming a new president, Tom Eggemeier; a new chief marketing officer, Merijn te Booij; and a new head of global sales and field operations, Mark Turner. Their mandate is to stimulate sales of the company’s core...

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Topics: Customer Experience, Customer Performance, Cloud Computing, Uncategorized, Call Center


Financial planning and analysis (FP&A) is one of the core functions of any finance department. Preparing a budget, measuring performance to financial objectives and forecasting the company’s financial position are three of the main tasks for the FP&A organization within Finance. A key challenge for today’s FP&A organization is increasing the business value and relevance of budgeting and planning....

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Topics: Analytics, Business Performance, Financial Performance, Uncategorized


Last week I attended Spark Summit East 2016 at the New York Hilton Midtown. It revealed several ways in which Spark technology might impact the big data market.

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Topics: Big Data, Predictive Analytics, Business Analytics, Business Intelligence, Information Applications, Information Management, Operational Intelligence, Uncategorized


TelStrat is a company with a long history. Founded in 1993 it initially resold products of Nortel, Cisco and other telecom equipment vendors. The first product it developed and brought to market was a call recording system deployed on the customer’s premises.  It expanded its portfolio over the years, and today its product suite Engage offers all the key pieces of workforce optimization: call...

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Topics: Customer Experience, Customer Performance, Cloud Computing, Uncategorized, Call Center


Using information technology to make data useful is as old as the Information Age. The difference today is that the volume and variety of available data has grown enormously. Big data gets almost all of the attention, but there’s also cryptic data. Both are difficult to harness using basic tools and require new technology to help organizations glean actionable information from the large and...

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Topics: Big Data, Data Science, Planning, Predictive Analytics, Sales Performance, Social Media, Supply Chain Performance, FP&A, Human Capital, Marketing, Office of Finance, Operational Performance Management (OPM), Budgeting, Connotate, cryptic, equity research, Finance Analytics, Kofax, Statistics, Operational Performance, Analytics, Business Analytics, Business Performance, Financial Performance, Business Performance Management (BPM), Datawatch, Financial Performance Management (FPM), Kapow, Sales Performance Management (SPM)


The imperative to transform the finance department to function in a more strategic, forward-looking and action-oriented fashion has been a consistent theme of practitioners, consultants and business journalists for two decades. In all that time, however, most finance and accounting departments have not changed much. In our benchmark research on the Office of Finance, nine out of 10 participants...

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Topics: Big Data, Planning, Predictive Analytics, Social Media, Governance, GRC, Human Capital, Mobile Technology, Office of Finance, Budgeting, close, Continuous Accounting, Continuous Planning, end-to-end, Tax, Tax-Datawarehouse, Analytics, Business Analytics, Business Collaboration, Business Performance, CIO, Cloud Computing, Financial Performance, In-memory, Uncategorized, CFO, CPQ, Risk, CEO, Financial Performance Management, FPM


The big data market continues to expand and enable new types of analyses, new business models and new revenues streams for organizations that implement these capabilities. Following our previous research into big data and information optimization, we’ll investigate the technology trends affecting both of these domains as part of our 2016 research agenda.

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Topics: Big Data, Analytics, Business Analytics, Business Intelligence, Data Preparation, In-memory, Information Management, Operational Intelligence, Uncategorized, Information Optimization


Throughout the course of our research in 2016, we’ll be exploring ways in which organizations can maximize the value of their data. Ventana Research believes that analytics is the engine and data is the fuel to power better business decisions. Several themes emerged from our benchmark research on incorporating data and analytics into organizational processes, and we will follow them in our 2016...

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Topics: Big Data, Predictive Analytics, Mobile Technology, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Cloud Computing, Information Management, Operational Intelligence, Information Optimization


Some followers of Ventana Research may recall my work here several years ago. Here and elsewhere I have spent most of my career in the data and analytics markets matching user requirements with technologies to meet those needs. I’m happy to be returning to Ventana Research to resume investigating ways in which organizations can make the most of their data to improve their business processes; for...

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Topics: Big Data, Predictive Analytics, Analytics, Business Analytics, Business Intelligence, Information Management, Internet of Things, IOT, Operational Intelligence, Unicorns, Information Optimization


I have been involved in the contact center, CRM and customer engagement business for more than 25 years. Yet only in the past few years have I seen much change. Until recently nearly all organizations focused on handling customer interactions as efficiently and inexpensively as possible; few made much effort to manage customer relationships over the complete customer life cycle. However, over the...

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Topics: Big Data, Customer Analytics, Customer Engagement, Customer Experience, Speech Analytics, Voice of the Customer, Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Uncategorized, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


Aria Systems provides companies with software for managing subscription or recurring revenue business models. A recurring revenue business models includes three types of selling and billing structures: a one-time transaction plus a periodic service charge; subscription-based services involving periodic charges; or a contractual relationship that charges periodically for goods and services. Aria’s...

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Topics: SaaS, Sales, Sales Performance, Customer Engagement, Customer Experience, ERP, Marketing, NetSuite, Office of Finance, Recurring Revenue, customer life cycle, Customer Performance, Operational Performance, Business Analytics, Business Performance, Cloud Computing, Customer Service, Financial Performance, Business Performance Management (BPM), Sales Performance Management (SPM), billing software


A new company has emerged in the market for real-time analytics software. Anodot came out of stealth mode in late 2015 with $3 million in funding. It is led by three founders: CEO David Drai, whose company Cotendo was acquired by networking company Akamai Technologies in 2012; Ira Cohen, chief data scientist, who previously held that position at Hewlett-Packard; and Shay Lang, who serves as VP of...

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Topics: Big Data, Predictive Analytics, Operational Performance Management (OPM), Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Internet of Things, Operational Intelligence, Uncategorized


There were significant technology developments in customer experience management during 2015. Multichannel contact centers in the cloud took hold of the contact center infrastructure market; I counted 21 vendors offering such services. A variety of vendors entered the market for customer analytics, combining analysis of structured data, speech recordings, text, desktop data, Web contacts, and...

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Topics: Big Data, Customer Analytics, Customer Engagement, Customer Experience, Speech Analytics, Voice of the Customer, Customer Performance, Analytics, Cloud Computing, Customer Service, Uncategorized, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


The steady march of technology’s ability to handle ever more complicated tasks has been a constant since the beginning of the information age in the 1950s. Initially, computers in business were used to automate simple clerical functions, but as systems have become more capable, information technology has been able to substitute for increasingly higher levels of human skill and experience. A...

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Topics: Sustainability, ERP, Governance, GRC, Human Capital, Office of Finance, audit, finance transformation, LongView, Tax, Analytics, Business Analytics, Business Performance, Financial Performance, Oracle, CFO, Risk & Compliance (GRC), Vertex, FPM, Innovation Awards, Thomson-Reuters multinational


Based in the U.K., mplsystems is a relatively small vendor of contact center in the cloud systems, having fewer than 200 employees, but it has a distinct portfolio of products. Its core product, intelligentContact, is designed for omnichannel customer engagement. Its two other products, Customer Service CRM and Field Service Management, are not typically supported by other vendors in this space....

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Mobile Technology, Speech Analytics, Voice of the Customer, Customer Performance, Analytics, Cloud Computing, Customer Service, Uncategorized, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


IBM redesigned its business intelligence platform, now called IBM Cognos Analytics. Expected to be released by the end of 2015, the new version includes features to help end users model their own data without IT assistance while maintaining the centralized governance and security that the platform already has. Our benchmark research into information optimization shows that simplifying access to...

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Topics: Big Data, Mobile Technology, Wearable Computing, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Governance, Risk & Compliance (GRC), Information Management, Operational Intelligence, Uncategorized, Visualization, Cognos, Information Optimization, Risk & Compliance (GRC), Watson, cognos analytics


Enterprise resource planning (ERP) is a software category that includes an array of business applications that includes human resources and finance. Workday is a vendor at the center of a new generation of ERP. My colleague Robert Kugel recently covered that company’s advances in finance using cloud computing to operate its platform. And I recently attended Workday’s technology analyst summit,...

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Topics: HCM, Human Capital Management, Uncategorized, HR, Talent Management


In our benchmark research into contact centers in the cloud, nearly two-thirds (63%) of companies said that adopting applications in the cloud would enable them to improve how they handle customer interactions, and slightly fewer than half (44%) said that adopting communication systems in the cloud would deliver similar benefits. Several vendors now provide such systems. Diabolocom is the latest...

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Topics: Big Data, Customer Analytics, Customer Engagement, Customer Experience, Speech Analytics, Voice of the Customer, Customer Performance, Analytics, Cloud Computing, Customer Service, Uncategorized, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


Oracle has built one of the world’s largest software portfolios through a combination of developing products in-house and acquisitions. In the last few years it has put great effort into transitioning from providing its applications as on-premises products to making them available in the cloud. It also has worked to add customer experience capabilities to its range of business applications....

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Topics: Big Data, Customer Engagement, Customer Experience, Customer Performance, Analytics, Cloud Computing, Customer Service, Uncategorized, Call Center, Contact Center, CRM


The ERP market is set to undergo a significant transformation over the next five years. At the heart of this transformation is the decade-long evolution of a set of technologies that are enabling a major shift in the design of ERP systems – the most significant change since the introduction of client/server systems in the 1990s. Some ERP software vendors increasingly are utilizing in-memory...

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Topics: Performance Management, ERP, FP&A, Human Capital, Office of Finance, Reporting, Consolidation, Reconciliation, Analytics, Business Analytics, Business Performance, Financial Performance, Uncategorized, Financial Performance Management, FPM


Stibo Systems has been providing product information management (PIM) software for decades. Its work has helped many organizations worldwide take control of their product information by developing a master definition that can be published across many channels from Web to digital to print. We recognized its work with customers Delta Faucet and Masco Corp. in our 2015 Ventana Research Leadership...

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Topics: Master Data Management, Sales, Sales Performance, Supply Chain Performance, Customer Experience, MDM, Mobile Technology, PIM, Stibo Systems, Customer Performance, Operational Performance, Business Performance, Cloud Computing, Financial Performance, Information Management, Business Performance Management (BPM), Financial Performance Management (FPM), Information Optimization, Product Information Management


Over the last four years Domo, a new brand in cloud-based data and analytics software, has worked to enable its customers to understand, collaborate and act on data to achieve business results. Led by its founder and CEO, Josh James, the company has worked to deliver software that provides both a good user experience and business value. Recently, at its 2015 customer conference Domopalooza, the...

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Topics: Sales Performance, Supply Chain Performance, Human Capital, Mobile Technology, Operational Performance Management (OPM), Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Collaboration, Financial Performance, Governance, Risk & Compliance (GRC), Domo, Risk & Compliance (GRC), SAB Miller


Tableau Software’s annual conference, which company spokespeople reported had more than 10,000 attendees, filled the MGM Grand in Las Vegas. Various product announcements supported the company’s strategy to deliver value to analysts and users of visualization tools. Advances include new data preparation and integration features, advanced analytics and mapping. The company also announced the...

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Topics: Big Data, Tableau, Mobile Technology, data viz, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Governance, Risk & Compliance (GRC), Information Management, Operational Intelligence, Visualization, Information Optimization, Risk & Compliance (GRC)


When I last wrote about Intradiem, its focus was on using numerous sources of data as input for a rules engine that enables companies to make better use of customer service agents’ idle time by allocating tasks to fill those gaps. Although that fundamental concept hasn’t changed, the latest versions of its products also take on a bigger challenge: automating the handling of interactions by...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Customer Performance, Analytics, Customer Service, Uncategorized, Call Center, Contact Center, Contact Center Analytics, CRM


Supply and demand chain planning and execution have grown in importance over the past decade as companies have recognized that software can meaningfully enhance their competitiveness and improve their financial performance. Sales and operations planning (S&OP) is an integrated business management process first developed in the 1980s aimed at achieving better alignment and synchronization between...

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Topics: Planning, SaaS, Sales, Sales Performance, Supply Chain Performance, Forecast, Human Capital, Mobile Technology, Supply Chain Planning, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Financial Performance, Sales Performance Management (SPM), Sales Planning, Supply Chain, Demand Chain, Integrated Business Planning, SCM Demand Planning, S&OP


This has been a dramatic year for Informatica, a major provider of data integration software. In August it was acquired and taken private by Permira funds and Canada Pension Plan Investment Board for about US$5.3 billion. This change was accompanied by shifts in its management. CEO Sohaib Abbasi became chairman and now has left, and many executives were replaced while Anil Chakravathy became CEO...

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Topics: Big Data, Data Quality, Master Data Management, MDM, Operational Performance Management (OPM), Cloud Computing, Data Integration, Data Management, Data Preparation, Governance, Risk & Compliance (GRC), Informatica, Information Management, Business Performance Management (BPM), Information Optimization, Risk & Compliance (GRC)


The need for businesses to process and analyze data has grown in intensity along with the volumes of data they are amassing. Our benchmark research consistently shows that preparing data is the most widespread impediment to analytic and operational efficiency. In our recent research on data and analytics in the cloud, more than half (55%) of organizations said that preparing data for analysis is...

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Topics: Big Data, Sales Performance, Supply Chain Performance, Human Capital, Marketing, Monarch, Operational Performance Management (OPM), Customer Performance, Business Analytics, Business Intelligence, Business Performance, Data Preparation, Financial Performance, Governance, Risk & Compliance (GRC), Information Management, Uncategorized, Business Performance Management (BPM), Datawatch, Information Optimization, Risk & Compliance (GRC)


Having covered workforce optimization systems for more than 10 years, recently I was contacted for a briefing by dvsAnalytics. I quickly learned that the analytics mentioned in the company’s name are focused on workforce optimization. Founded in 1983, dvsAnalytics is headquartered in Scottsdale, Ariz., and has thousands of customers in various industry sectors. Its Encore suite of products...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Speech Analytics, Voice of the Customer, Customer Performance, Analytics, Business Analytics, Cloud Computing, Customer Service, Uncategorized, Call Center, Contact Center, Contact Center Analytics, Text Analytics, Workforce Force Optimization


Over the last few years, through a combination of acquisitions and internal development, Enghouse Interactive has developed a portfolio of contact center products and services. Recently it announced its product portfolio for 2016. This consists of three core products: CCE, CCSP and EICC. These are updated and rebranded versions of the products I recently wrote about, and each is designed to help...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Mobile Technology, Speech Analytics, Customer Performance, Analytics, Cloud Computing, Customer Service, Uncategorized, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


Workday Financial Management (which belongs in the broader ERP software category) appears to be gaining traction in the market, having matured sufficiently to be attractive to a large audience of buyers. It was built from the ground up as a cloud application. While that gives it the advantage of a fresh approach to structuring its data and process models for the cloud, the product has had to...

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Topics: Microsoft, SAP, ERP, FP&A, Human Capital, NetSuite, Office of Finance, Reporting, close, Controller, dashboard, Tax, Operational Performance, Analytics, Business Intelligence, Business Performance, Cloud Computing, Collaboration, Financial Performance, IBM, Oracle, Uncategorized, CFO, Data, Financial Performance Management, FPM, Intacct, Spreadsheets


Transera is an established vendor of contact center in the cloud systems and analytics, and as I discovered at the Salesforce Dreamforce ’15 conference and during a recent briefing, it has added support for managing voice interactions for users of salesforce.com Service Cloud. Its core product, Global Omni-Channel Contact Center, now supports voice, email, chat and Twitter, which are managed...

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Topics: Big Data, Customer Engagement, Customer Experience, Speech Analytics, Customer Performance, Analytics, Business Analytics, Cloud Computing, Customer Service, Uncategorized, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


PentahoWorld 2015, Pentaho’s second annual user conference, held in mid-October, centered on the general availability of release 6.0 of its data integration and analytics platform and its acquisition by Hitachi Data Systems (HDS) earlier this year. Company spokespeople detailed the development of the product in relation to the roadmap laid out in 2014 and outlined plans for its integration with...

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Topics: Big Data, Pentaho, Mobile Technology, Wearable Computing, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Governance, Risk & Compliance (GRC), Information Management, IOT, Operational Intelligence, Uncategorized, Information Optimization, Risk & Compliance (GRC)


Historically workforce management has been centered on tracking time and attendance, absences and leaves. Organizations view the time and attendance system as the top priority to integrate with the payroll system; in our payroll management benchmark research half (51%) of organizations called it very important. However, only one in five have integrated the two to streamline processes. So limited...

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Topics: Human Capital, Human Capital Management, Mobile Technology, Wearable Computing, Operational Performance, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Financial Performance, HR, Risk & Compliance (GRC), Workforce Management


The enterprise resource planning (ERP) system is a pillar of nearly every company’s record-keeping and management of business processes. It is essential to the smooth functioning of the accounting and finance functions. In manufacturing and distribution, ERP also can help plan and manage inventory and logistics. Some companies use it to handle human resources functions such as tracking employees,...

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Topics: Big Data, Microsoft, SAP, Social Media, Supply Chain Performance, ERP, FP&A, Human Capital, Mobile Technology, NetSuite, Office of Finance, Reporting, close, closing, Controller, dashboard, Reconciliation, Operational Performance, Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Collaboration, Financial Performance, IBM, Oracle, Uncategorized, CFO, Data, finance, Financial Performance Management, FPM, Intacct


The emerging Internet of Things (IoT) extends digital connectivity to devices and sensors in homes, businesses, vehicles and potentially almost anywhere. This innovation enables devices designed for it to generate and transmit data about their operations; analytics using this data can facilitate monitoring and a range of automatic functions.

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Topics: Big Data, Predictive Analytics, Mobile Technology, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, IOT, Operational Intelligence, Uncategorized


Founded in 2000, LiveOps has evolved a unique two-sided business model. On one side is LiveOps Agents on Demand, an Uber-like business in which home-based workers sign-up as LiveOps agents, and the company uses them to provide outsourced contact center services. This model enables LiveOps to provide flexible levels of service; customers can scale up and down as needed while the provider is able...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Speech Analytics, Customer Performance, Analytics, Cloud Computing, Customer Service, Uncategorized, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


Tidemark Systems offers a suite of business planning applications that enable corporations to plan more effectively. The software facilitates rapid creation and frequent updating of integrated company plans by making it easy for individual business functions to create their own plans while allowing headquarters to connect them to create a unified view. I coined the term “integrated business...

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Topics: Planning, Sales Performance, Supply Chain Performance, Customer Experience, Human Capital, Marketing Planning, Reporting, Budgeting, Operational Performance, Analytics, Business Performance, Customer & Contact Center, Financial Performance, Business Performance Management (BPM), Business Planning, Financial Performance Management (FPM), Demand Planning, Integrated Business Planning, Project Planning


Much is written about omnichannel customer experience, and various software vendors now claim to focus on the customer experience. With various degrees of credibility they range from providers of communication channel management to workforce optimization, voice of the customer, self-service, analytics and even CRM. This bandwagon raisesthe question of what omnichannel customer experience really...

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Topics: Big Data, Sales Performance, Customer Analytics, Customer Experience, Speech Analytics, Analytics, Business Collaboration, Cloud Computing, Customer & Contact Center, Customer Service, Operational Intelligence, Uncategorized, Call Center, Contact Center, Contact Center Analytics, Text Analytics


Ventana Research defines a human resources management system (HRMS) as the set of applications and associated processes that store and manage the employee information used by an organization’s human resources department. New technologies make it possible for the HRMS to perform better and be easier to use by HR professionals and members of the workforce. The range of evolving technologies...

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Topics: Social Media, Human Capital, Human Capital Management, Mobile Technology, Operational Performance Management (OPM), Business Collaboration, Cloud Computing, Business Performance Management (BPM), HR, HRMS


The importance of product information management (PIM) has become clear in recent years and especially as it relates to master data management. As I recently wrote handling this business process effectively and using capable software should be priorities for any organization in marketing and selling its products and services but also interconnecting the distributed supply chain. Our research on...

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Topics: Big Data, Master Data Management, Sales Performance, Supply Chain Performance, Enterworks, Marketing, Operational Performance Management (OPM), Stibo Systems, Webon, Business Performance, CIO, Financial Performance, IBM, Informatica, Information Management, Oracle, Information Optimization, Product Information Management, Riversand


Ventana Research defines product information management (PIM) as the practice of using information, applications and other technology to effectively support product-related processes across the customer, commerce and supply chain. As organizations increase the number and diversity of products and services they offer to customers and partners, they increasingly need to address limitations in the...

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Topics: Big Data, Master Data Management, Supply Chain Performance, Governance, Marketing, Operational Performance Management (OPM), CIO, Information Management, Business Performance Management (BPM), Financial Performance Management (FPM), Information Optimization, Product Information Management, Sales Performance Management (SPM)


The digital economy has changed the way many companies provide products. Some no longer deliver packaged products but provide them as services over a network, typically the Internet. Telecommunications providers in particular are familiar with this business model and have developed processes and systems that use innovations such as product bundles that include elements of fixed charges (such as...

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Topics: Big Data, Sales Performance, Customer Analytics, Customer Engagement, Customer Experience, Marketing, Customer Performance, Operational Performance, Analytics, Cloud Computing, Customer Service, Financial Performance, CRM


Splunk’s annual gathering, this year called .conf 2015, in late September hosted almost 4,000 Splunk customers, partners and employees. It is one of the fastest-growing user conferences in the technology industry. The area dedicated to Splunk partners has grown from a handful of booths a few years ago to a vast showroom floor many times larger. While the conference’s main announcement was the ...

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Topics: Big Data, Predictive Analytics, Machine Learning, IT Analytics & Performance, Operational Performance, Plunk, Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Information Management, Internet of Things, Operational Intelligence, Data, Information Optimization


I recently joined more than 1,000 users, partners, consultants and other analysts at the first global G-Force 2015 conference, held in Miami. Sponsor Genesys put together an agenda that not only educated but entertained the attendees. For an example of the latter, Sekou Andrews, a poet, actor, musician and voice-over artist, preceded the main keynotes with a wonderful sketch that put customer...

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Topics: Customer Analytics, Customer Engagement, Customer Experience, Speech Analytics, Customer Performance, Analytics, Business Analytics, Cloud Computing, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


Whatever Oracle’s cloud strategy had been the past, this year’s OpenWorld conference and trade show made it clear that the company is now all in. In his keynote address, co-CEO Mark Hurd presented predictions for the world of information technology in 2025, when the cloud will be central to companies’ IT environments. While his forecast that two (unnamed) companies will account for 80 percent of...

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Topics: Microsoft, Predictive Analytics, Sales Performance, SAP, Supply Chain Performance, ERP, Human Capital, Mobile Technology, NetSuite, Office of Finance, Reporting, close, closing, Controller, dashboard, Tax, Customer Performance, Operational Performance, Analytics, Business Collaboration, Business Intelligence, Cloud Computing, Collaboration, IBM, Oracle, Business Performance Management (BPM), CFO, Data, finance, Financial Performance Management (FPM), Financial Performance Management, FPM, Intacct


The concept and implementation of what is called big data are no longer new, and many organizations, especially larger ones, view it as a way to manage and understand the flood of data they receive. Our benchmark research on big data analytics shows that business intelligence (BI) is the most common type of system to which organizations deliver big data. However, BI systems aren’t a good fit for...

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Topics: Big Data, Predictive Analytics, Software as a Service, IT Analytics & Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Information Management, Operational Intelligence, Data, Information Optimization


Many senior finance executives say they want their department to play a more strategic role in the management and operations of their company. They want Finance to shift its focus from processing transactions to higher-value functions in order to make more substantial contributions to the success of the organization. I use the term “continuous accounting” to represent an approach to managing the...

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Topics: ERP, Office of Finance, Reporting, close, closing, Controller, dashboard, Tax, Analytics, Business Intelligence, Business Performance, Cloud Computing, Collaboration, Financial Performance, CFO, Data, finance, Financial Performance Management, FPM


One of the key findings in our latest benchmark research into predictive analytics is that companies are incorporating predictive analytics into their operational systems more often than was the case three years ago. The research found that companies are less inclined to purchase stand-alone predictive analytics tools (29% vs 44% three years ago) and more inclined to purchase predictive analytics...

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Topics: Big Data, Microsoft, Predictive Analytics, SAS, Social Media, alteryx, Customer Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Operational Intelligence, Oracle, Information Optimization, SPSS, Rapidminer


I recently attended my first U.S. Dreamforce, the annual salesforce.com event designed to showcase its products and services as well as those of its partners, and I was impressed. I was told that Dreamforce ‘15 would be big, and it was – just about every hotel, restaurant, meeting room in San Francisco seemed to have been taken over for the week, and still the company had to bring in a cruise...

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Topics: Big Data, Sales Performance, Social Media, Customer Analytics, Customer Experience, Marketing, Mobile Technology, Speech Analytics, Wearable Computing, Customer Performance, Analytics, Business Analytics, Cloud Computing, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


Our benchmark research into predictive analytics shows that lack of resources, including budget and skills, is the number-one business barrier to the effective deployment and use of predictive analytics; awareness – that is, an understanding of how to apply predictive analytics to business problems – is second. In order to secure resources and address awareness problems a business case needs to...

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Topics: Big Data, Microsoft, Predictive Analytics, SAS, Social Media, alteryx, Customer Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Operational Intelligence, Oracle, Information Optimization, SPSS, Rapidminer


ResponseTek is a software vendor whose platform and services help companies collect and act on feedback from their customers. It supports a closed-loop process that collects feedback, analyzes it, provides customizable reports and analysis dependent on the user, and most importantly enables taking action based on the information. This allows companies to understand product and service issues,...

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Topics: Customer Analytics, Customer Experience, Customer Feedback Management, Speech Analytics, Voice of the Customer, Customer Performance, Analytics, Business Analytics, Cloud Computing, Customer Service, Call Center, Contact Center, Text Analytics


As I discussed in the state of data and analytics in the cloud recently, usability is a top evaluation criterion for organizations in selecting cloud-based analytics software. Data access of cloud and on-premises systems are essential antecedents of usability. They can help business people perform analytic tasks themselves without having to rely on IT. Some tools allow data integration by...

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Topics: Big Data, Sales Performance, Software as a Service, Mobile Technology, Customer Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Cloud Computing, Information Management, Operational Intelligence, Data


Calabrio is a vendor of workforce optimization software whose core product is Calabrio ONE. It includes the common workforce optimization applications: call recording, quality management, workforce management and analytics. The company is rated Hot in our 2015 Workforce Optimization Value Index, and its product suite is the highest rated in the Usability category. Since our assessment, each of...

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Topics: Big Data, Customer Feedback Management, Customer Performance, Business Analytics, Cloud Computing, Call Center


Through a continuing program of acquisitions and internal development, NICE Systems has transitioned from being a vendor of workforce optimization systems to one focused on aspects of the customer experience, notably voice of the customer (VOC), customer engagement analytics and customer journey mapping. It is also moving to cloud-based services from products installed on customers’ premises and...

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Topics: Big Data, Customer Feedback Management, Customer Performance, Business Analytics, Business Collaboration, Cloud Computing, Call Center


The theme of transforming the finance organization is hot again. The term “finance transformation” refers to the longstanding objective of shifting the focus of finance departments from transaction processing to more strategic activities such as providing the rest of the organization with forward-looking analysis. I focus on the technology and data aspects of this type of business issue in these...

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Topics: Performance Management, continuous improvement, Controller, Analytics, Business Performance, Financial Performance, CFO


From its history of managing postal mail, Pitney Bowes has expanded into products for data management, analytics and location intelligence, as my colleague Mark Smith noted. Continuing this expansion through internal development and acquisitions of vendors such as Portrait Software and RTC, it has added to its portfolio products that include customer information management and customer engagement.

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Topics: Big Data, Customer Performance, Business Analytics, Business Collaboration, Cloud Computing, Call Center


Our recently completed benchmark research on data and analytics in the cloud shows that analytics deployed in cloud-based systems is gaining widespread adoption. Almost half (48%) of participating organizations are using cloud-based analytics, another 19 percent said they plan to begin using it within 12 months, and 31 percent said they will begin to use cloud-based analytics but do not know...

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Topics: Big Data, Software as a Service, Operational Performance Management (OPM), Analytics, Business Analytics, Business Collaboration, Business Intelligence, Customer & Contact Center, Operational Intelligence, Business Performance Management (BPM), Data, Information Optimization


Tagetik is a long-established vendor of financial performance management (FPM) software. Its full-featured suite includes planning, budgeting, consolidation, close management, disclosure management, analysis, dashboards and reporting. The software can be deployed on premises or in the cloud as multitenant software as a service or in a private cloud. Tagetik also offers pre-built integration with ...

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Topics: Big Data, Governance, Human Capital, Office of Finance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Dashboards, Financial Performance


At the end of last year, I wrote about Interactive Intelligence’s release of a new service, PureCloud. It was the company’s first step into the multitenant cloud computing market, using Amazon Web Services and aimed at small-to-midsize contact centers. To help companies understand the different cloud-computing models, I provided answers to Interactive Intelligence questions on the advancements of...

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Topics: Customer Experience, Customer Performance, Cloud Computing, Call Center


Optimization is the application of algorithms to sets of data to guide executives and managers in making the best decisions. It’s a trending topic because using optimization technologies and techniques to better manage a variety of day-to-day business issues is becoming easier. I expect optimization, once the preserve of data scientists and operations research specialists will become mainstream...

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Topics: Big Data, Performance Management, Customer Performance, Operational Performance, Analytics, Business Analytics, Business Performance, Financial Performance, Information Management, Price Optimization


Our research into next-generation predictive analytics shows that along with not having enough skilled resources, which I discussed in my previous analysis, the inability to readily access and integrate data is a primary reason for dissatisfaction with predictive analytics (in 62% of participating organizations). Furthermore, this area consumes the most time in the predictive analytics process:...

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Topics: Big Data, Microsoft, Predictive Analytics, alteryx, Customer Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Operational Intelligence, Oracle, Information Optimization


Longview’s recent Dialog user group meeting highlighted the company’s continued commitment to providing much needed automation tools for improving tax department performance – tools that enable the tax function to play a more strategic role in the management of a company. The sessions also covered the capabilities contained in the company’s latest release, Longview 7.2 Update 2 and gave customers...

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Topics: Big Data, LongView, Analytics, Business Performance, Financial Performance


Recently my colleague Tony Cosentino wrote an analyst perspective asserting that big data analytics will displace net promoter score (NPS) for more effectively measuring the entire customer experience. This prompted a response from Maxie Schmidt-Subramanian, asserting that big data and NPS aren’t the only ways to measure customer experience success. The main point of Tony’s piece, as I interpret...

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Topics: Big Data, Customer Performance, Operational Performance, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Call Center


The Performance Index analysis we performed as part of our next-generation predictive analytics benchmark research shows that only one in four organizations, those functioning at the highest Innovative level of performance, can use predictive analytics to compete effectively against others that use this technology less well. We analyze performance in detail in four dimensions (People, Process,...

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Topics: Big Data, Microsoft, Predictive Analytics, alteryx, Operational Performance Management (OPM), Customer Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Location Intelligence, Oracle, Information Optimization


To impact business success, Ventana Research recommends viewing predictive analytics as a business investment rather than an IT investment. Our recent benchmark research into next-generation predictive analytics reveals that since our previous research on the topic in 2012, funding has shifted from general business budgets (previously 44%) to line of business IT budgets (previously 19%). Now...

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Topics: Big Data, Microsoft, Predictive Analytics, alteryx, Customer Performance, Analytics, Business Analytics, Business Intelligence, Operational Intelligence, Oracle, Business Performance Management (BPM), Rapidminer


Our recently released benchmark research into next-generation predictive analytics shows that in this increasingly important area many organizations are moving forward in the dimensions of information and technology, but most are challenged to find people with the right skills and to align organizational processes to derive business value from predictive analytics.

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Topics: Big Data, Predictive Analytics, alteryx, Customer Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Operational Intelligence


My research and experience show that contact center agents and others handling customer interactions face the continuing challenge of meeting customer expectations while keeping down the cost of handling interactions. Our benchmark research into the agent desktop and customer service finds that one obstacle to meeting these dual objectives is that users have to access multiple systems – typically...

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Topics: Customer Experience, Customer Performance, Cloud Computing, Call Center


Our benchmark research on next-generation business planning finds that a large majority of companies rely on spreadsheets to manage planning processes. For example, four out of five use them for supply chain planning, and about two-thirds for budgeting and sales forecasting. Spreadsheets are the default choice for modeling and planning because they are flexible. They adapt to the needs of...

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Topics: Planning, Predictive Analytics, Marketing Planning, Reporting, Sales Forecasting, Budgeting, Customer Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Performance, Financial Performance, Business Planning, Demand Planning, Integrated Business Planning


Our benchmark research into next-generation customer engagement finds that the top priorities in customer service for companies are to improve the customer experience (said 74%) and their customer service performance (70%). To do this, the technological steps most companies expect to improve customer engagement are to deploy collaboration systems, redesign the customer portal, deploy internal...

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Topics: Big Data, Customer Performance, Business Analytics, Business Collaboration, Cloud Computing, Call Center


Our benchmark research into big data analytics shows that marketing in the form of cross-selling and upselling (38%) and customer understanding (32%) are the top use cases for big data analytics. Related to these uses, organizations today spend billions of dollars on programs seeking customer loyalty and satisfaction. A powerful metric that impacts this spending is net promoter score (NPS), which...

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Topics: Big Data, Customer Performance, Business Analytics, Business Performance, Operational Intelligence, Information Optimization


Unit4 is a global business software vendor focused on business and professional services, the public sector and higher education. Recently company executives met with industry analysts to provide an update of its strategic roadmap and to recap its accomplishments since being acquired by a private equity firm in 2014. Unit4 is the result of successive mergers of ERP and business software...

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Topics: Predictive Analytics, Human Capital, Office of Finance, Operational Performance, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Financial Performance


Envision is a vendor of workforce optimization software that I have been following for many years. It is rated a Hot vendor in our 2015 Workforce Optimization Value Index. It offers a full suite of products, including interaction capture, quality monitoring, workforce management, coaching and training, agent compensation management and workforce analytics. In an analysis last year I wrote about...

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Topics: Big Data, Customer Performance, Cloud Computing, Call Center


OnviSource is a 10-year-old vendor of workforce optimization software whose core product, OnviCenter 7, includes interaction capture, quality monitoring, workforce management, coaching and training, and workforce analytics. The company is rated a Hot vendor in our 2015 Workforce Optimization Value Index. It scored highly in the Manageability, Usability and Reliability categories but was held back...

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Topics: Big Data, Customer Experience, Customer Performance, Cloud Computing, Call Center


IBM’s Vision user conference brings together customers who use its software for financial and sales performance management (FPM and SPM, respectively) as well as governance, risk management and compliance (GRC). Analytics is a technology that can enhance each of these activities. The recent conference and many of its sessions highlighted IBM’s growing emphasis on making more sophisticated...

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Topics: Big Data, Planning, Predictive Analytics, Governance, Human Capital, Budgeting, Customer Performance, Operational Performance, Analytics, Business Analytics, Business Performance, Cloud Computing, Financial Performance, Visualization


Contact centers in the cloud are increasingly popular alternatives to managing them on a company’s own premises. Running many business applications on hardware owned and managed by a third party is relatively straightforward and requires less support internally. Also the payment model changes from a license to a recurring fee, and typically the vendor provides updates as part of the fee. The...

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Topics: Big Data, Customer Feedback Management, Customer Performance, Business Collaboration, Cloud Computing, Call Center


In recent years I have tracked Salesforce, its product development and its announcements. Despite having grown into a giant corporation, it continues to introduce innovations. At a recent analyst day in the U.K., I followed up on the company’s overall direction, some key product developments and a new service to help drive adoption of innovative customer-related processes. Salesforce’s primary...

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Topics: Big Data, Customer Feedback Management, Customer Performance, Business Analytics, Business Collaboration, Cloud Computing, Call Center


Companies trust their tax departments with a highly sensitive and essential task. Direct (income) taxes usually are the second largest corporate expense, after salaries and wages. Failure to understand and manage this liability is expensive, whether because taxes are overpaid or because of fines and interest levied for underpayment. Moreover, taxes are a political issue, and corporations –...

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Topics: Big Data, Analytics, Business Performance, Financial Performance


Revenue recognition standards for companies that use contracts are in the process of changing, as I covered in an earlier perspective. As part of managing their transition to these standards, CFOs and controllers should initiate a full-scale review of their order-to-cash cycle. This should include examination of their company’s sales contracts and their contracting process. They also should...

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Topics: Planning, Governance, Office of Finance, Recurring Revenue, Reporting, Revenue Performance, Budgeting, Tax, Business Performance, Financial Performance


I recently wrote about six technologies that can help companies deliver experiences that live up to their customers’ expectations: an integrated multichannel infrastructure, analytics, a smart agent desktop, business applications such as workforce management and knowledge management, collaboration and mobile apps. They should be closely integrated to simplify system administration, to support...

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Topics: Big Data, Customer Feedback Management, Customer Performance, Business Analytics, Cloud Computing, Call Center


Some new words can give the wrong impression. Take “gamification,” for example. It may sound as if employers are inviting their employees to play games just for fun, when actually this is a technique increasingly being used to recognize achievement and thus help improve performance. Several workforce management software vendors have introduced gamification systems that support setting targets,...

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Topics: Big Data, Customer Feedback Management, Customer Performance, Cloud Computing, Call Center


NICE Systems is an established vendor of workforce optimization products that has long included analytics in its portfolio. Its latest release in this area, NICE Customer Experience Analytics, focuses on mapping, understanding and managing customer journeys and metrics. The product is built on NICE’s common technology platform, which consists of three functions: collect, understand and optimize....

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Topics: Big Data, Customer Performance, Business Analytics, Cloud Computing, Call Center


For most of the past decade businesses that decided not to pay attention to proposed changes in revenue recognition rules have saved themselves time and frustration as the proponents’ timetables have slipped and roadmaps have changed. The new rules are the result of a convergence of US-GAAP (Generally Accepted Accounting Principles – the accounting standard used by U.S.-based companies) and IFRS...

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Topics: Planning, Customer Experience, Governance, Office of Finance, Recurring Revenue, Reporting, Revenue Performance, Budgeting, Tax, Customer Performance, Business Performance, Financial Performance


Recently, Infor held its second innovation conference with industry analysts at its New York City headquarters. Infor’s products include the major categories of ERP, human capital management and financial performance management applications. Behind the marketing aspects of its use of “innovation” is a business strategy for retaining existing customers, migrating a sizable percentage of those...

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Topics: Human Capital, Office of Finance, UX, Customer Performance, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Financial Performance


Adaptive Insights held its annual user group meeting recently. A theme sounded in several keynote sessions was the importance of finance departments playing a more strategic role in their companies. Some participating customers described how they have evolved their planning process from being designed mainly to meet the needs of the finance department into a useful tool for managing the entire...

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Topics: Planning, Predictive Analytics, Human Capital, Marketing, Reporting, Sales Forecasting, Budgeting, Customer Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Performance, Financial Performance, Business Planning, Supply Chain, Demand Planning, Integrated Business Planning, Project Planning


When I last wrote about Panviva I likened its product SupportPoint to a smart agent desktop – a system that helps contact center agents access the information they need to handle customer interactions, guides them through the process of handling interactions and offers advice on what to say next (for example, which product to upsell). Several trends have emerged since then. Two of our recent...

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Topics: Customer Experience, Customer Performance, Cloud Computing, Call Center


Price and revenue optimization (PRO) software uses analytics to help companies maximize profitability for any targeted level of revenues. PRO utilizes data about buyer behavior to gauge individual customers’ price sensitivity and predict how they will react to prices. It enables users to charge buyers who appear to be less sensitive more than those who appear more price-sensitive. PRO is a...

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Topics: Office of Finance, Revenue Performance, Nomis Solutions, Business Performance, Financial Performance, Financial Services


There’s a long history of companies not paying close enough attention to the contractual elements of acquiring software. Today, this extends into the world of cloud computing. Many companies are choosing to acquire software services through cloud-based providers and increasingly rely on access to cloud-based data, as is shown by our forthcoming benchmark research, in which a large majority of...

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Topics: SaaS, Sales, Customer Experience, Governance, contract, e-discovery, Customer Performance, Operational Performance, Cloud Computing, Financial Performance, Business Performance Management (BPM)


Ventana Research recently completed the most comprehensive evaluation of analytics and business intelligence products and vendors available anywhere. As I discussed recently, such research is necessary and timely as analytics and business intelligence is now a fast-changing market. Our Value Index for Analytics and Business Intelligence in 2015 scrutinizes 15 top vendors and their product...

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Topics: Big Data, Data Quality, Predictive Analytics, Gartner, Governance, Customer Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Information Applications, Information Management, Operational Intelligence, Value Index, Strata+Hadoop


Advertising and marketers tell us we now live in a “digital economy.” That implies the economy is based on and depends on digital technologies. It certainly is true that many consumers, especially younger ones, have changed the ways they interact with each other and businesses; they are now more likely to use digital channels of communication, particularly email, websites, text messaging, instant...

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Topics: Big Data, Customer Feedback Management, Customer Performance, Cloud Computing, Call Center


In 2013, Ventana Research carried out groundbreaking benchmark research into contact centers in the cloud. It revealed that customer pressures have forced companies to support an increasing variety of channels of interaction. This research investigated the systems companies were using then or were planning to use, particularly cloud computing, to manage these channels. The research uncovered...

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Topics: Big Data, Customer Feedback Management, Customer Performance, Cloud Computing, Call Center


In covering Verint for several years I have watched it go from selling call recording systems to adding workforce optimization software, analytics, and support for multiple channels of interaction with customers. Its latest product, Customer Engagement Optimization, increases support for customer engagement and managing the customer experience. Verint has achieved this expansion through a...

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Topics: Big Data, Customer Feedback Management, Customer Performance, Business Analytics, Cloud Computing, Call Center


Because my research practice is centered on important business issues where technology is a key part of a solution, my written perspectives tend to focus on technology. However, it’s almost never the case that a company can just implement some application and fully resolve a business issue. Some progress may be achieved by using more effective tools, but in most cases results will fall short of...

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Topics: Office of Finance, Reconciliation, Business Performance, Financial Performance, Data, Document Management


Just a few years ago, the prevailing view in the software industry was that the category of business intelligence (BI) was mature and without room for innovation. Vendors competed in terms of feature parity and incremental advancements of their platforms. But since then business intelligence has grown to include analytics, data discovery tools and big data capabilities to process huge volumes and...

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Topics: Big Data, Data Quality, Predictive Analytics, Gartner, Customer Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Information Applications, Information Management, Value Index, Strata+Hadoop


Managing prices has always been an activity of keen interest to businesses, but it has become even more critical to do it well. Over the past decade many companies have found their ability to raise prices has been constrained by intense competition resulting from Internet commerce, global competition and other factors. One tool for dealing with this pressure is price and revenue optimization...

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Topics: Big Data, Performance Management, Sales, Office of Finance, Operational Performance Management (OPM), Analytics, Business Analytics, Business Performance Management (BPM), Financial Performance Management (FPM), Sales Performance Management (SPM), analytical application, Price Optimization


Nexidia is a leading vendor of speech analytics vendor. I recently wrote about how it has enhanced its architecture to include text analytics and improve overall system performance. Version 11 of its Neural Phonetic Speech Analytics continues these enhancements to make the product faster and more accurate in its results.

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Topics: Big Data, Customer Performance, Business Analytics, Cloud Computing, Call Center


It’s stating the obvious to say that how well executives manage planning processes has a big impact on how well a business unit or company plans. However, one significant source of the value of our benchmark research is that it establishes hard evidence – the numbers – that transforms mere assertions into proof points. This is particularly important when people within an organization want to...

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Topics: Big Data, Predictive Analytics, Sales, Sales Performance, Supply Chain Performance, Marketing, Customer Performance, Operational Performance, Business Analytics, Business Performance, Cloud Computing, Financial Performance, Supply Chain, S&OP


VPI is a well-established vendor of workforce optimization systems and rated a Hot Vendor in our 2015 Workforce Optimization Value Index. It offers a full suite of products for this market. Notable among them is Performance Reporting, which produces reports and dashboards showing a range of analysis and metrics about telephony, agent performance, coaching and customer success, along with alerts...

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Topics: Big Data, Customer Performance, Business Analytics, Cloud Computing, Call Center


Enghouse Interactive is one of three divisions of Enghouse Systems, a publicly traded Canadian company founded in 1984. The other two divisions provide network technology to telecommunications providers and applications for public and private transportation companies; Enghouse Interactive owns the company’s three contact center systems. The corporate group has a history of growth – it now has a...

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Topics: Big Data, Customer Analytics, Customer Experience, Customer Feedback Management, Speech Analytics, Customer Performance, Analytics, Cloud Computing, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


As I noted in a recent analyst perspective note the recurring revenue business model is gaining increasing use worldwide. Our recently completed recurring revenue benchmark research shows that companies are using this business approach because they find that it can convey a strategic advantage in creating additional sales opportunities, making future revenues more predictable, enhancing their...

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Topics: SaaS, Customer Experience, NetSuite, Office of Finance, Recurring Revenue, Zuora, Customer Performance, Operational Performance, Business Performance, Cloud Computing, Customer Service, Financial Performance, billing software, Intacct


Competition for customers is more intense today than ever before, and companies struggle to differentiate themselves from the competition. Our research repeatedly finds that customer experience is a key differentiator. Our research into next-generation customer engagement said the impetus for improving engagement is to improve the customer experience in almost three quarters (74%) of...

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Topics: Big Data, Customer Analytics, Customer Experience, Customer Feedback Management, Speech Analytics, Customer Performance, Analytics, Cloud Computing, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


In many organizations, advanced analytics groups and IT are separate, and there often is a chasm of understanding between them, as I have noted. A key finding in our benchmark research on big data analytics is that communication and knowledge sharing is a top benefit of big data analytics initiatives, but often it is a latent benefit. That is, prior to deployment, communication and knowledge...

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Topics: Big Data, Predictive Analytics, Sales Performance, Supply Chain Performance, alpine data labs, Customer Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Financial Performance, Strata+Hadoop


In our benchmark research at least half of participants that use spreadsheets to support a business process routinely say that these tools make it difficult for them to do their job. Yet spreadsheets continue to dominate in a range of business functions and processes. For example, our recent next-generation business planning research finds that this is the most common software used for performing...

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Topics: Planning, Sales Performance, ERP, Forecast, GRC, Office of Finance, Reporting, closing, dashboard, enterprise spreadsheet, Excel, Customer Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Financial Performance, Information Management, Data, Risk, application, benchmark, Financial Performance Management


Verint entered the enterprise market for customer feedback management when it acquired Vovici in August 2011. Since then the Vovici products have been integrated into Verint’s Customer Engagement Optimization suite, which includes products originally developed by Verint and Kana, which it also acquired. The current suite supports a range of capabilities that Verint groups into three categories:...

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Topics: Big Data, Customer Analytics, Customer Experience, Customer Feedback Management, Speech Analytics, Customer Performance, Analytics, Business Analytics, Cloud Computing, Customer Service, Call Center, Contact Center, Contact Center Analytics, Text Analytics


All lines of business are under pressure to meet targets and deliver expected results, but none is under more pressure than Sales. Like other organizations it must use information to derive insights about progress and problems and to decide what changes to make. Today businesses collect and analyze data from more data sources in more forms than ever before. To understand it they need effective...

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Topics: Big Data, Sales, Sales Performance, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Cloud Computing, Financial Performance, Information Applications, Sales Performance Management, SFA


Ventana Research recently released the results of our Next-Generation Business Planning benchmark research. Business planning encompasses all of the forward-looking activities in which companies routinely engage. The research examined 11 of the most common types of enterprise planning: capital, demand, marketing, project, sales and operations, strategic, supply chain and workforce planning, as...

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Topics: Big Data, Planning, Predictive Analytics, Sales, Sales Performance, Social Media, Supply Chain Performance, Human Capital Management, Marketing, Office of Finance, Reporting, Budgeting, Controller, Customer Performance, Operational Performance, Business Analytics, Business Performance, Cloud Computing, Financial Performance, In-memory, Workforce Performance, CFO, Supply Chain, capital spending, demand management, Financial Performance Management, financial reporting, FPM, Integrated Business Planning, S&OP


Maximizing the performance and value of people in the workforce should be a primary focus for any business these days. It is a complex task, especially for larger organizations, and chances for success can be increased by investment in human capital management (HCM) applications. In this competitive software market SAP is making a strong push, aided by acquisitions in the last three years of...

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Topics: SAP, HCM, Human Capital Management, Learning, Performance, Recruiting, SuccessFactors, Operational Performance, Analytics, Business Analytics, Business Performance, Cloud Computing, Financial Performance, Compensation, HRMS, Vendor Management Systems, Workforce Analytics, Workforce Management, Workforce Planning


Data is an essential ingredient for every aspect of business, and those that use it well are likely to gain advantages over competitors that do not. Our benchmark research on information optimization reveals a variety of drivers for deploying information, most commonly analytics, information access, decision-making, process improvements and customer experience and satisfaction. To accomplish any...

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Topics: Big Data, Sales Performance, Supply Chain Performance, Customer Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Cloud Computing, Data Preparation, Financial Performance, Information Applications, Information Management, Location Intelligence, Operational Intelligence, Workforce Performance, Information Optimization


The idea of not focusing on innovation is heretical in today’s business culture and media. Yet a recent article in The New Yorker suggests that today’s society and organizations focus too much on innovation and technology. The same may be true for technology in business organizations. Our research provides evidence for my claim.

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Topics: Big Data, Sales, Customer Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Financial Performance, Information Management


Recurring revenue is a term applied to business models that involve three types of selling and billing structures: a one-time transaction plus a periodic service charge; subscription-based services involving periodic charges; or a contractual relationship that charges periodically for goods and services. Telecommunications was the first major industry to use it, but recently the model has gained...

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Topics: SaaS, Customer Experience, NetSuite, Office of Finance, Recurring Revenue, Zuora, Customer Performance, Business Performance, Cloud Computing, Customer Service, Financial Performance, billing software, Intacct


At its annual MicroStrategy World conference, this provider of analytics and business intelligence systems for business and IT introduced a new version of its flagship product, MicroStrategy 9s. Among many advances it adds enterprise grade security with MicroStrategy Usher as part of the maintenance update to its 9.4.1 release. Security is increasingly critical for analytics and BI. Technologies...

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Topics: Big Data, Mobile, Sales Performance, Governance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Cloud Computing, Customer & Contact Center, Information Applications, Information Management, Risk & Compliance (GRC), Security


Most people in business management admit that sales is more an art than a science. Organizations have long struggled to find the right mix to improve its effectiveness, and few get the most out of available technology. For many the default is still to use sales force automation (SFA) and spreadsheets to manage processes and try to increase the productivity of sales staff. In our view they should...

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Topics: Sales, Recurring Revenue, Sales Compensation, Sales Forecasting, Customer Performance, Business Collaboration, Business Mobility, Cloud Computing, CRM, SFA


One of the issues in handling the tax function in business, especially where it involves direct (income) taxes, is the technical expertise required. At the more senior levels, practitioners must be knowledgeable about accounting and tax law. In multinational corporations, understanding differences between accounting and legal structures in various localities and their effects on tax liabilities...

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Topics: Big Data, ERP, Governance, GRC, Office of Finance, audit, finance transformation, LongView, Tax, Analytics, Business Analytics, Business Performance, Financial Performance, Information Management, Oracle, CFO, Risk & Compliance (GRC), Vertex, FPM, Innovation Awards, Thomson-Reuters multinational


Oracle is one of the world's largest business intelligence and analytics software companies. Its products range from middleware, back-end databases and ETL tools to business intelligence applications and cloud platforms, and it is well established in many corporate and government accounts. A key to Oracle's ongoing success is in transitioning its business intelligence and analytics portfolio to...

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Topics: Big Data, Customer Performance, endeca, OBIEE, OBIFS, Analytics, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Oracle


I recently attended a Cisco Collaboration analyst day in the U.K. and was impressed by what I heard and saw.Cisco of course is known as a supplier of network equipment and software, and it has long provided these through a global network of partners. But Cisco also has been in the contact center market for several years and has had success with its small and enterprise contact center systems,...

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Topics: Big Data, Customer Analytics, Customer Experience, Speech Analytics, Analytics, Business Collaboration, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, Text Analytics


Big data has become a big deal as the technology industry has invested tens of billions of dollars to create the next generation of databases and data processing. After the accompanying flood of new categories and marketing terminology from vendors, most in the IT community are now beginning to understand the potential of big data. Ventana Research thoroughly covered the evolving state of the big...

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Topics: Big Data, MapR, Predictive Analytics, Sales Performance, SAP, Supply Chain Performance, Human Capital, Marketing, Mulesoft, Paxata, SnapLogic, Splunk, Customer Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Cloudera, Financial Performance, Hortonworks, IBM, Informatica, Information Management, Operational Intelligence, Oracle, Datawatch, Dell Boomi, Information Optimization, Savi, Sumo Logic, Tamr, Trifacta, Strata+Hadoop


Business planning includes all of the forward-looking activities in which companies routinely engage. Companies do a great deal of planning. They plan sales and determine what and how they will produce products or deliver services. They plan the head count they’ll need and how to organize distribution and their supply chain. They also produce a budget, which is a financial plan. The purpose of...

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Topics: Big Data, Planning, Predictive Analytics, Sales Performance, Supply Chain Performance, Human Capital, Marketing, Office of Finance, Reporting, Sales Forecasting, Budgeting, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Performance, Customer & Contact Center, Financial Performance, Business Planning, Supply Chain, Demand Planning, Integrated Business Planning, Project Planning, S&OP


Managing investments in people and their performance is critical to every organization. It also is complicated. To support the various aspects of human capital management (HCM), organizations often use a variety of technology including systems for human resource management, talent management, workforce management and payroll management. Often these separate systems use their own information and...

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Topics: Supply Chain Performance, HCM, Human Capital, Human Capital Management, Operational Performance, Business Performance, Customer & Contact Center, Financial Performance, HRMS, Talent Management, Workforce Management


Last year Ventana Research released our Office of Finance benchmark research. One of the objectives of the project was to assess organizations’ progress in achieving “finance transformation.” This term denotes shifting the focus of CFOs and finance departments from transaction processing toward more strategic, higher-value functions. In the research nine out of 10 participants said that it’s...

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Topics: Big Data, Planning, Predictive Analytics, Governance, GRC, Office of Finance, Budgeting, close, end-to-end, Tax, Tax-Datawarehouse, Analytics, Business Performance, CIO, Financial Performance, In-memory, CFO, CPQ, Risk, CEO, Financial Performance Management, FPM


As organizations look to improve the competency and skills of their workers, learning management system (LMS) technology can help improve their efforts. Our latest benchmark research in next-generation learning management systems finds a range of progress in this regard. Our Performance Index analysis places organizations almost evenly between the two lowest (51%) and the two highest (49%) of...

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Topics: HCM, Human Capital, Human Capital Management, LMS, Learning Management, Operational Performance, Business Performance, HR, Talent Management


Our recently published Office of Finance benchmark research assesses a broad set of functions and capabilities of finance organizations. We asked research participants to identify the most important issues for a finance department to address in a dozen functional areas: accounting, budgeting, cost accounting, customer profitability management, external financial reporting, financial analysis,...

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Topics: Mobile, Planning, Predictive Analytics, ERP, FP&A, Office of Finance, Reporting, Self-service, Budgeting, close, closing, computing, Controller, dashboard, Tax, Analytics, Business Intelligence, Business Performance, Cloud Computing, Collaboration, Financial Performance, CFO, Data, finance, Financial Performance Management, FPM, Microsoft Excel, Spreadsheets


This year presents much opportunity for organizations to use a new generation of technology to compete better, be more efficient in their business operations and engage their workforces to their full potential. We have identified and begun to track the following next-generation technologies: analytics, big data, collaboration, cloud computing, mobile technology and social media, and in 2014 we...

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Topics: Big Data, Sales Performance, Social Media, Supply Chain Performance, Governance, Mobile Technology, Wearable Computing, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Collaboration, Customer & Contact Center, Financial Performance, Information Applications, Information Management, Location Intelligence, Operational Intelligence, Workforce Performance, Risk & Compliance (GRC), Technology Innovation


Our benchmark research into business technology innovation shows that analytics ranks first or second as a business technology innovation priority in 59 percent of organizations. Businesses are moving budgets and responsibilities for analytics closer to the sales operations, often in the form of so-called shadow IT organizations that report into decentralized and autonomous business units rather...

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Topics: Big Data, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Data Preparation, Information Applications, Information Management, Operational Intelligence, analytical application, analytics in the cloud


Genesys is best known as a provider of contact center management systems and has long provided computer/telephony integration (CTI) and single-queue call routing systems. Over the past few years it has had changes of ownership and now is a stand-alone company focused on providing systems to improve the customer experience. To do this its combines contact center infrastructure systems and a suite...

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Topics: Big Data, Customer Analytics, Customer Experience, Customer Feedback Management, Speech Analytics, Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


Our recent Office of Finance benchmark research demonstrates the importance of using automation to execute finance department functions. Information technology systems do at least two things very well that make better use of people’s time, and both of them can substantially improve organizational performance. First, they eliminate the need for people to do repetitive tasks, which frees them to...

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Topics: Big Data, Mobile, Planning, ERP, FP&A, Office of Finance, Reporting, Self-service, Budgeting, close, closing, computing, Controller, dashboard, Tax, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Collaboration, Financial Performance, CFO, Data, finance, Financial Performance Management, FPM, Microsoft Excel, Spreadsheets


I recently wrote about customer experience lessons I learned during 2014 and the technologies required to deliver EPIC experiences. Both of these analyses focus on the people, processes, information and technologies required to improve the customer experience at every touch point, and these themes will also be at the heart of our customer technology research agenda for 2015.

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Topics: Big Data, Social Media, Customer Analytics, Customer Experience, Customer Feedback Management, Speech Analytics, Analytics, Business Analytics, Business Collaboration, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


Actuate, a company known for powering BIRT, the open source business intelligence technology, has been delivering large-scale consumer and industrial applications for more than 20 years. In December the company announced it would be acquired by OpenText of Ontario, Canada. OpenText is Canada’s largest software vendor with more than 8,000 employees and a portfolio of enterprise information...

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Topics: Big Data, F-Type, OpenText, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Information Applications, Operational Intelligence, Digital Technology


Sales organizations are under constant pressure to maximize their potential. To accomplish this they need to integrate their people and processes with those of the finance and operations groups and have access to all available information and useful technology. This is particularly true in the area of sales compensation, which when managed properly recognizes accomplishments, rewards success and...

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Topics: Sales, Sales Performance, Sales Compensation, Sales Operations, Operational Performance, Financial Performance, commission


Customer Experience was one of the subjects most talked and written about during 2014, and I expect this to continue in 2015. Many observers and analysts, including me, believe it can be the difference between companies succeeding or going out of business. Yet debate continues to define what customer experience is and how to manage it. Some think the best tools are “voice of the customer”...

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Topics: Big Data, Customer Analytics, Customer Experience, Customer Feedback Management, Speech Analytics, Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


It is more important than ever for businesses to attract and retain the best talent, and managing compensation effectively is an essential tool for doing so. Obviously companies must pay well to compete, but managing salary, merit pay, variable pay and incentives for employees, tracking their hiring anniversaries and conducting accurate performance appraisals make total compensation management a...

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Topics: HCM, Human Capital Management, Sales Compensation, Operational Performance, Business Performance, Customer & Contact Center, Financial Performance, Workforce Performance, CFO, Compensation, finance, HR, Talent Management, TCM


As with many other research topics, Ventana Research investigates workforce optimization in two ways. Our benchmark research into next-generation workforce optimization assesses how companies use workforce optimization systems now and intend to in the future, while our Workforce Optimization Value Index evaluates how well workforce optimization products and vendors match buyers’ needs. In our...

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Topics: Big Data, Social Media, Customer Analytics, Customer Experience, Customer Feedback Management, Speech Analytics, Analytics, Business Analytics, Business Collaboration, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


In 2014, IBM announced Watson Analytics, which uses machine learning and natural language processing to unify and simplify the user experience in each step of the analytic processing: data acquisition, data preparation, analysis, dashboarding and storytelling. After a relatively short beta testing period involving more than 22,000 users, IBM released Watson Analytics for general availability in...

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Topics: Data Visualization, Predictive Analytics, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Information Applications, Information Management, Data Discovery, Watson


ManyWho was launched in May 2013 by two former Salesforce.com executives, Dave Norris and Steve Wood. They branded it the Cloud Workflow Company, It offers an innovative approach that allows organizations to create workflows, automatically convert them into business applications and run the apps on multiple types of devices. The key to its success lies in the second and third steps, which...

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Topics: Customer Experience, Self-service, Operational Performance, Business Collaboration, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, CRM


Verint is a well-established vendor of workforce optimization systems. It recently acquired KANA Software, as I discussed, which enabled Verint to move further into the customer engagement market. Now Verint has combined the two companies’ range of analytics products to create Verint Engagement Analytics.

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Topics: Big Data, Customer Analytics, Customer Experience, Customer Feedback Management, Speech Analytics, Analytics, Business Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


Organizations today create and collect data at ever faster rates, and this introduces challenges in ensuring that data is not just managed but used in a consistent manner for a range of operational and analytic tasks. This is made more difficult by new data sources whose definitions vary from standard and widely used formats. Making all information available and consistent is essential to support...

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Topics: Big Data, Data Quality, Master Data Management, Sales, Sales Performance, Social Media, Supply Chain Performance, Golden Records., MDM, Operational Performance, Analytics, Business Analytics, Business Performance, Cloud Computing, Customer & Contact Center, Data Management, Financial Performance, Information Applications, Information Management, Workforce Performance


When Salesforce.com began in 1999 its stated intent was “to reinvent CRM in the cloud.” In 15 years, the company has achieved much more than that, having a major impact on the way IT systems are delivered: Large numbers of vendors have followed its example to provide cloud-based systems. It added a platform as a cloud – a software development environment in the cloud – to its portfolio,...

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Topics: Big Data, Social Media, Customer Analytics, Customer Experience, Customer Feedback Management, Speech Analytics, Self-service, Operational Performance, Analytics, Business Collaboration, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


Big data has great promise for many organizations today, but they also need technology to facilitate integration of various data stores, as I recently pointed out. Our big data integration benchmark research makes it clear that organizations are aware of the need to integrate big data, but most have yet to address it: In this area our Performance Index analysis, which assesses competency and...

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Topics: Big Data, Operational Performance, Business Analytics, Business Intelligence, Business Performance, CIO, Cloud Computing, Data Integration, Information Applications, Information Management, Strata+Hadoop


During this year talk has been widespread about the customer experience, which is good. What is not so good is that, according to my benchmark research into next-generation customer engagement, most companies still struggle to deliver satisfying experiences. However, the research and my discussions with users and vendors lead to some clear conclusions:

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Topics: Big Data, Social Media, Customer Analytics, Customer Experience, Customer Feedback Management, Speech Analytics, Self-service, Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


To help companies improve the efficiency and effectiveness of their payroll management processes, we have assembled our 2015 Value Index for Payroll Management. It evaluates vendors of payroll management software to provide a guide for selecting the right application to suit specific needs. The executive summary is available for download, and this analysis provides a snapshot of the findings....

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Topics: Human Capital Management, Office of Finance, Uncategorized, HR, HRMS, Talent Management


The Ventana Research Value Index for Workforce Optimization in 2015 is now released. Workforce optimization covers all aspects of managing everyone who handles customer interactions and is thus vital to improve operational efficiency, and customer and employee satisfaction. It includes the following applications: interaction capture, quality monitoring and assurance, workforce management,...

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Topics: Big Data, Customer Analytics, Customer Experience, Speech Analytics, Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, Text Analytics


Interactive Intelligence is a well-established supplier of contact center systems and just celebrated its 20th anniversary. Customer Interaction Center (CIC) is its on-premises product, which provides integrated management of multiple communication channels and supports a high degree of customization. Communications as a Service (CaaS) is a virtual private cloud (for single tenants) version of...

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Topics: Big Data, Customer Analytics, Customer Experience, Customer Feedback Management, Speech Analytics, Self-service, Analytics, Business Collaboration, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


Those of us who have been in the technology industry for many years remember the phrase “No one ever got fired for buying IBM.” Then IBM was both a hardware and a system software vendor, and most IT managers new that hardly anyone would question a decision to go with IBM. These days IBM has done extensive marketing to make itself known for everything “smart” – planets, cities, commerce and of...

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Topics: Big Data, Social Media, Customer Analytics, Customer Experience, Customer Feedback Management, Speech Analytics, Self-service, Analytics, Business Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


A company’s enterprise resource planning (ERP) system is one of the pillars of its record-keeping and process management architecture and is central to many of its critical functions. It is the heart of its accounting and financial record-keeping processes. In manufacturing and distribution, ERP manages inventory and some elements of logistics. Companies also may use it to handle core human...

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Topics: Sales Performance, Supply Chain Performance, ERP, Office of Finance, Operational Performance, Analytics, Business Performance, CIO, Customer & Contact Center, Financial Performance, Workforce Performance, CFO, Data, HR


SYSPRO is a 35-year-old ERP vendor that focuses on products for midsize companies, particularly those in manufacturing and distribution. In manufacturing, SYSPRO supports make, configure and assemble, engineer to order, make to stock and job shop environments. The company attempts to differentiate itself through vertical specialization and its years of ongoing development, which can reduce the...

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Topics: Performance Management, Supply Chain Performance, ERP, Human Capital Management, Office of Finance, Reporting, cloud ERP, container, Operational Performance, Analytics, Business Analytics, Business Performance, Cloud Computing, Collaboration, Dashboards, Financial Performance, Supply Chain, SCM, S&OP, Digital Technology


PentahoWorld, the first user conference for this 10-year-old supplier of data integration and business intelligence that provides business analytics, attracted more than 400 customers in roles ranging from IT and database professionals to business analysts and end users. The diversity of the crowd reflects Pentaho’s broad portfolio of products. It covers the integration aspects of big data...

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Topics: Big Data, Pentaho, Governance, IT Research, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Information Applications, Information Management, Operational Intelligence, Risk & Compliance (GRC), PDI


Financial management software provider Intacct recently held its seventh annual user conference. In addition to a long list of enhancements in current and upcoming product releases, the company used the occasion to announce Intacct Collaborate, a capability built into its software that enables finance and accounting organizations to work together to answer questions or resolve issues while...

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Topics: Performance Management, Sales Performance, Salesforce.com, ERP, Human Capital Management, NetSuite, Office of Finance, Reporting, cloud ERP, Analytics, Business Analytics, Business Collaboration, Business Performance, Chatter, Cloud Computing, Collaboration, Dashboards, Financial Performance, FinancialForce, Intacct


The market for big data continues to grow as organizations try to extract business value from their own masses of data and other sources. Earlier this year I outlined the dynamics of the business opportunity for big data and information optimization. We continue to see advances as big data and associated information technologies deliver more value, but the range of innovation also has created...

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Topics: Big Data, Business Analytics, Information Applications, Information Management, Information Optimization


At this year's Dreamforce more than 140,000 people gathered in San Francisco to share the excitement about the use of technology for business. Salesforce.com’s annual conference has reached megashow status, which is a mixed blessing: Dreamforce remains social in its design, but it has become impersonal due to its size. In any case Salesforce had plenty to show off. The company has continued to...

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Topics: Sales, Sales Performance, Salesforce.com, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center


At a conference of more than 3,500 users, Splunk executives showed off their company’s latest tools. Splunk makes software for discovering, monitoring and analyzing machine data, which is often considered data exhaust since it is a by-product of computing processes and applications. But machine data is essential to a smoothly running technology infrastructure that supports business process. One...

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Topics: Big Data, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Operational Intelligence


Most HR technology practitioners and vendors attend the annual HR Technology Conference and Exposition. One of the largest industry gatherings, it provides an indicator of their levels of investment and the hottest trends. This year’s event revealed new technologies and approaches to two key human resources processes – recruitment and retention. They included predictive analytics and big data as...

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Topics: Social Media, Kronos, Peoplefluent, Recruiting, Wearable Computing, Fuel50, Operational Performance, Smart Watches, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Financial Performance, IBM, Oracle, Workforce Performance, Ceridian, HireVue, Saba, HR Tech, HR Technology Conference, Qualtrics, Tanner Labs


Finance transformation” refers to a longstanding objective: shifting the focus of CFOs and finance departments from transaction processing to more strategic, higher-value functions. Our upcoming Office of Finance benchmark research confirms that most of organizations want their finance department to take a more strategic role in management of the company: nine in 10 participants said that it’s...

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Topics: Big Data, Mobile, Performance Management, Predictive Analytics, Social Media, ERP, FP&A, Office of Finance, Reporting, Management, close, closing, computing, Controller, Tax, Analytics, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Collaboration, Financial Performance, CFO, finance, Tagetik, FPM


When applying information technology to drive better business performance, companies and the systems integrators that assist them often underestimate the importance of organizing data management around processes. For example, companies that do not execute their quote-to-cash cycle as an end-to-end process often experience a related set of issues in their sales, marketing, operations, accounting...

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Topics: Big Data, Mobile, Sales Performance, Supply Chain Performance, ERP, Office of Finance, Operations, Management, close, closing, computing, end-to-end, Operational Performance, Analytics, Business Performance, Cloud Computing, Data Management, Information Applications, Information Management, CRM, Data, finance, FPM


Qlik was an early pioneer in developing a substantial market for a visual discovery tool that enables end users to easily access and manipulate analytics and data. Its QlikView application uses an associative experience that takes an in-memory, correlation-based approach to present a simpler design and user experience for analytics than previous tools. Driven by sales of QlikView, the company’s...

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Topics: Big Data, Data Visualization, QlikView, Sales Performance, Supply Chain Performance, Tableau, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Information Applications, Data Discovery, Lumira, Qlik, Qlik Qlik Sense


Finance and accounting departments are staffed with numbers-oriented, naturally analytical people. Strong analytic skills are essential if a finance department is to deliver deep insights into performance and visibility into emerging opportunities and challenges. The conclusions of analyses enable fast, fully informed business decisions by executives and managers. Conversely, flawed analyses...

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Topics: Big Data, Mobile, Planning, Predictive Analytics, ERP, FP&A, Office of Finance, Reporting, Self-service, Budgeting, close, closing, computing, Controller, dashboard, Tax, Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Collaboration, Financial Performance, CFO, Data, finance, Tagetik, Financial Performance Management, FPM, Microsoft Excel, Spreadsheets


This year Oracle OpenWorld conference opened with a fiery speech by Larry Ellison, who has stepped down from his role as CEO to become Executive Chairman and CTO. Filling his rhetoric with claims of market leadership and attacks on competitors SAP and Workday, Ellison set an aggressive tone for those who followed him. In a talk relevant to my research practice, Chris Leone, senior vice president...

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Topics: Mobile, Social Media, HCM, Human Capital Analytics, Human Capital Management, Core HR, Employee Engagement, Platform as a service, TM, Wellness, Analytics, Business Collaboration, Cloud Computing, Collaboration, Mobility, Oracle, HRMS, Talent Management, Social, PaaS


Tableau Software introduced its latest advancements in analytics and business intelligence software along with its future plan to more than 5,000 attendees at its annual user conference in its home town of Seattle. The enthusiasm of the primarily millennial-age crowd reflected not only the success of the young company but also its aspirations. The market for what Ventana Research calls visual and...

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Topics: Big Data, Data Visualization, Sales Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Operational Intelligence, Data Discovery, Tableau Software




ADP recently held its annual analyst day in the company’s new innovation center in the Chelsea district of Manhattan. The location emphasized what ADP wanted to get across to the analyst community at the event: that it intends to become a significant vendor of human capital management (HCM) software based in the cloud. ADP hopes to broaden its business from being largely an outsourcing vendor of...

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Topics: Big Data, Mobile, Social Media, HCM, Human Capital Management, Office of Finance, Predictive, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Cloud Computing, Mobility, Workforce Performance, compliance, HR, HRMS, Healthcare Compliance


Like most vendors of on-premises ERP and financial management software, in moving to the cloud Oracle has focused on developing for existing and potential customers the option of multitenant software as a service (SaaS). (I’m using the term “ERP” in its most expansive sense, to include such systems employed by all types of companies for accounting and financial management rather than only systems...

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Topics: Microsoft, Mobile, SaaS, Sales, Salesforce.com, ERP, HCM, Human Capital, Office of Finance, Dynamics AX, Dynamics GP, Dynamics NAV Dynamics SL, Kenandy, PSA, Sage Software, Unit4, Operational Performance, Analytics, Business Performance, Cloud Computing, Collaboration, Customer & Contact Center, Financial Performance, CFO, FinancialForce, HR, Infor, Workday, HANA, Plex, Professional Services Automation


FinancialForce’s 2014 summer release incorporates improvements in mobile and collaboration features and provides enhancements to the planning dimension of its professional services automation (PSA) suite. In the last couple of releases the company emphasized expansion in the functional capabilities of its ERP suite, as I noted, focusing on human capital management and professional services...

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Topics: SaaS, Sales, Sales Performance, Salesforce.com, Social Media, ERP, HCM, Human Capital, Office of Finance, Consulting, distribution, PSA, Unit4, Analytics, Business Performance, Cloud Computing, Financial Performance, FinancialForce, HR, Professional Services Automation, SCM


“What’s next?” is the perennially insistent question in information technology. One common observation about the industry holds that cycles of innovation alternate between hardware and software. New types and forms of hardware enable innovations in software that utilize the power of that hardware. These innovations create new markets, alter consumer behavior and change how work is performed....

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Topics: Mobile, Performance Management, Predictive Analytics, Sales Performance, Supply Chain Performance, ERP, Office of Finance, Reporting, Wearable Computing, Management, close, closing, computing, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Financial Performance, Workforce Performance, finance, FPM


I recently wrote about NICE Systems’ acquisition of Causata to enhance its analytics capabilities and expand from workforce optimization into customer experience management. NICE recently released Customer Engagement Analytics, which is designed to analyze customer interaction data to help companies improve the customer experience at every touch point. NICE calls this optimizing the customer...

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Topics: Customer Analytics, Customer Experience, Operational Performance, Analytics, Business Analytics, Business Intelligence, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM


I’ve written before about the increasing importance of having a solid technology base for a company’s tax function, and it’s important enough for me to revisit the topic. Tax departments are entrusted with a highly sensitive and essential task in their companies. Taxes usually are the second largest corporate expense, after salaries and wages. Failure to understand this liability is expensive –...

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Topics: ERP, Governance, GRC, Office of Finance, audit, finance transformation, LongView, Tax, Analytics, Business Analytics, Business Intelligence, Business Performance, Financial Performance, Information Management, Oracle, CFO, Risk & Compliance (GRC), Vertex, FPM, Innovation Awards, Thomson-Reuters multinational


It’s widely agreed that cloud computing is a major technology innovation. Many companies use cloud-based systems for specific business functions such as customer service, sales, marketing, finance and human resources. More generally, however, analytics and business intelligence (BI) have not migrated to the cloud as quickly. But now cloud-based data and analytics products are becoming more...

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Topics: Big Data, SaaS, Sales Performance, Social Media, Governance, Statistics, cloud analytics, IT Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Data Integration, Financial Performance, Internet of Things, Location Intelligence, Operational Intelligence, Workforce Performance, Risk & Compliance (GRC), cloud business intelligence


The human resources management system (HRMS) have been a central part of human resources departments for decades. Though useful to HR, these systems have also been static. Speaking generally, their functionality has not advanced greatly while other technologies have made great strides, and the information in them has been restricted to mostly use by HR professionals. However, along with growth in...

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Topics: Big Data, Mobile, Social Media, HCM, TM, WFM, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Cloud Computing, Information Applications, Workforce Performance, HRMS, Talent Management, Workforce Management, HR Management, HRIS


Recently NewVoiceMedia announced that it has raised $50 million to fund its growth. The company was founded in 2000 in the U.K., initially offering call management and routing as cloud-based systems. Until then, most companies built their contact centers using on-premises private branch exchange (PBX) or automated call distributor (ACD) call management systems, with on-premises call routing and...

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Topics: Customer Analytics, Customer Experience, Voice of the Customer, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM


Now available from Ventana Research is our Value Index on Total Compensation Management for 2014.  Total compensation management directly addresses one of an organization’s largest investments – employee pay. As such it is a critical activity for supporting other human capital management and talent management processes.

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Topics: SAP, Human Capital Management, Kenexa, Peoplefluent, SuccessFactors, Decusoft, Towers Watson, Analytics, Business Analytics, Business Collaboration, Cloud Computing, Financial Performance, IBM, Mobility, Oracle, Workforce Performance, Compensation, SumTotal Systems, TCM, Value Index, beqom, Pay for Performance


Oracle has a large and diverse set of products and now has most of its business applications operating in the private and public cloud. However, some recent acquisitions have enabled it to focus on cloud-based-products for managing the customer experience. Our next generation customer engagement research has found that customer experience is the top impetus for improving customer engagement as...

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Topics: Sales Performance, Social Media, Customer Analytics, Customer Experience, Social CRM, Mobile Apps, Operational Performance, Analytics, Business Analytics, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM


In the past year Workday has been making efforts to improve its human capital management (HCM) suite focused directly on the core human resources management systems and talent management software. In my previous analyst perspective about Workday I looked at its mobile capabilities for HCM. These additions, in concert with the enhancements discussed here, offer useful improvements. I have also...

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Topics: Big Data, Mobile, Social Media, HCM, Recruiting, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Cloud Computing, Customer & Contact Center, Workforce Performance, Workday, HR/Payroll


One of the charitable causes to which I devote time puts on an annual vintage car show. The Concours d’Élegance dates back to 17th century France, when wealthy aristocrats gathered with judges on a field to determine who had the best carriages and the most beautiful horsepower. Our event serves as the centerpiece of a broader mission to raise money for several charitable organizations. One of my...

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Topics: Planning, Sales Performance, Supply Chain Performance, Office of Finance, Reporting, Self-service, Budgeting, dashboard, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Information Applications, Workforce Performance, Data, Financial Performance Management, Microsoft Excel, Spreadsheets


Our benchmark research consistently shows that business analytics is the most significant technology trend in business today and acquiring effective predictive analytics is organizations’ top priority for analytics. It enables them to look forward rather than backward and, participate organizations reported, leads to competitive advantage and operational efficiencies.

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Topics: Big Data, Predictive Analytics, Sales Performance, Statistics, IT Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Data Integration, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Location Intelligence, Operational Intelligence, Workforce Performance


Like other vendors of cloud-based ERP software, NetSuite offers the key benefits of software as a service (SaaS): a smaller upfront investment, faster time to value and potentially lower operating costs. Beyond that NetSuite’s essential point of competitive differentiation from is broad functionality beyond financial management, including capabilities for customer relationship management (CRM),...

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Topics: Microsoft, Mobile, SaaS, Sales, Social Media, Customer Experience, ERP, HCM, Human Capital, Office of Finance, communications, Dynamics AX, Dynamics GP, Dynamics NAV Dynamics SL, PSA, Sage Software, UI, Unit4, Analytics, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Financial Performance, Workforce Performance, CFO, CRM, FinancialForce, HR, Infor, Social, Financial Performance Management, FPM, Plex, Professional Services Automation, Workday Collaboration


In recent years line-of-business applications including accounting, human resources, manufacturing, sales and customer service have appeared in the cloud. Cloud -based software as a service (SaaS) has replaced on-premises applications that were previously part of ERP and CRM environments. They have helped companies become more efficient but have also introduced interoperability challenges between...

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Topics: Sales Performance, Supply Chain Performance, ERP, Office of Finance, Order Management, Operational Performance, Business Analytics, Business Performance, CIO, Cloud Computing, Customer Service, Financial Performance, CFO, SFA


During recent IBM analyst big data event, I learned about a new product, IBM Predictive Customer Intelligence. It extracts and processes customer-related data from multiple sources to analyze customer-related activities and has capabilities to predict customer behavior and actions. Predictive Customer Intelligence is built on IBM’s big data platform and supports extraction and integration of data...

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Topics: Social Media, Customer Analytics, Customer Experience, Voice of the Customer, IBM Predictive Customer Intelligence, Analytics, Business Analytics, Business Intelligence, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, IBM, Information Applications, Call Center, Contact Center, Contact Center Analytics, IBM Watson, Text Analytics


Mobility continues to be a hot adoption area in business intelligence, according to our research across analytics and line of business departments. Nearly three-quarters (71%) of organizations said their mobile workforce would be able to access BI capabilities in the next 12 months according to our next generation mobile business intelligence research. Roambi, a provider of mobile business...

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Topics: Mobile Business Intelligence, Sales Performance, flow, Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Information Applications, Roambi, box, Digital Technology


Tagetik provides financial performance management software. One particularly useful aspect of its suite is the Collaborative Disclosure Management (CDM). CDM addresses an important need in finance departments, which routinely generate highly formatted documents that combine words and numbers. Often these documents are assembled by contributors outside of the finance department; human resources,...

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Topics: Big Data, Mobile, ERP, Human Capital Management, Modeling, Office of Finance, Reporting, Budgeting, close, closing, Consolidation, Controller, Finance Financial Applications Financial Close, IFRS, XBRL, Analytics, Business Analytics, Business Intelligence, Business Performance, Financial Performance, Governance, Risk & Compliance (GRC), CFO, compliance, Data, benchmark, Financial Performance Management, financial reporting, FPM, GAAP, Integrated Business Planning, Profitability, SEC Software


At its annual industry analyst summit last month and in a more recent announcement of enterprise support for parallelizing the R language on its Aster Discovery Platform, Teradata showed that it is adapting to changes in database and analytics technologies. The presentations at the conference revealed a unified approach to data architectures and value propositions in a variety of uses including...

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Topics: Big Data, Teradata, IT Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Information Applications, Information Management, Internet of Things, Operational Intelligence, Teradata Aster


The developed world has an embarrassment of riches when it comes to information technology. Individuals walk around with far more computing power and data storage in their pockets than was required to send men to the moon. People routinely hold on their laps what would have been considered a supercomputer a generation ago. There is a wealth of information available on the Web. And the costs of...

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Topics: Big Data, Mobile, Predictive Analytics, Sales Performance, Social Media, Customer Experience, Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, IBM, finance, Sales Performance Management, Social, Financial Performance Management, SPSS


Cornerstone OnDemand is a large pure-play vendor of talent management software, with more than 1,700 clients, more than 14.5 million users and more than 60 percent growth in revenue over the past 12 months. At the company’s annual customer conference this year, CEO Adam Miller talked about a trend in the market of talent management applications going beyond automating a series of processes to...

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Topics: Social Media, Human Capital Analytics, Human Capital Management, LMS, Employee Engagement, Employee Onboarding, Usability, Analytics, Business Analytics, Business Collaboration, Cloud Computing, Workforce Performance, Cornerstone OnDemand


Information Builders announced two major new products at its recent annual user summit. The first was InfoDiscovery, a tool for ad hoc data analysis and visual discovery. The second was iWay Sentinel, which allows administrators to manage applications in a proactive and dynamic manner. Being a privately held company, Information Builders is not a household name, but it is a major provider of...

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Topics: Mobile, IT Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Information Applications, Information Builders, Information Management, Internet of Things, Operational Intelligence, InfoDiscovery


By its own admission, SAS has a very large software portfolio (of more than 250 individual products), and it continues to develop and release more products and updates to existing ones. Some of the products are sold alone, and others are bundled into “enterprise solutions”. Some are for technical users, and others are business applications. This complexity can make it hard to identify which...

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Topics: Social Media, Customer Analytics, Customer Experience, Mobile Apps, Analytics, Business Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, Text Analytics


Last year I assessed how Nexidia had advanced its products to support customer interaction analytics. Since then the market has changed, and Nexidia continues to expand its products to meet a broader set of needs for analyzing and optimizing customer interactions. Companies are recognizing that they need complete information about their customers, including interactions, and need to change the...

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Topics: Customer Analytics, Customer Experience, Speech Analytics, Nexidia, Analytics, Business Analytics, Cloud Computing, Customer & Contact Center, Call Center, Contact Center, Contact Center Analytics, Text Analytics


Much has been written about how cloud computing changes the way businesses source their software and services. For software companies, instead of being installed inside the company, software like business applications run on a computer installed at an external site. If the external site is not shared with any other business, this is called a private cloud; if it is owned and operated by a third...

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Topics: Sales Performance, Social Media, Customer Analytics, Customer Experience, Customer Feedback Management, Social CRM, Speech Analytics, Voice of the Customer, Mobile Apps, Self-service, Operational Performance, Analytics, Business Performance, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Financial Performance, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Unified Communications, Workforce Force Optimization


Longview Solutions has a longstanding presence in the financial performance management (FPM) software market and was rated a Hot vendor in our most recent FPM Value Index. Several years ago it began offering a tax provision and planning application. I think it’s worthwhile to focus on the tax category because it’s less well known than others in finance and is an engine of growth for Longview. We...

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Topics: ERP, GRC, Office of Finance, audit, finance transformation, LongView, Tax, Analytics, Business Analytics, Business Performance, Financial Performance, Governance, Risk & Compliance (GRC), CFO, FPM, Innovation Awards


8x8, Inc. was founded in the 1980’s to provide semiconductor products to the emerging personal computer market; in 2002 it was relaunched to focus on Voice over IP (VoIP) services. By 2008 it had become the second-largest independent VoIP provider in the U.S., and its product, Virtual Office, was widely used by businesses for telecommunications. In 2011 8x8 acquired Contactual and entered the...

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Topics: Customer Analytics, Customer Experience, Speech Analytics, Voice of the Customer, Operational Performance, Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, Desktop Analytics, Text Analytics, Unified Communications


Teradata continues to expand its information management and analytics technology for big data to meet growing demand. My analysis last year discussed Teradata’s approach to big data in the context of its distributed computing and data architecture. I recently got an update on the company’s strategy and products at the annual Teradata analyst summit. Our big data analytics research finds that a...

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Topics: Big Data, Sales Performance, Supply Chain Performance, Teradata, IT Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Information Applications, Information Management, NoSQL, Workforce Performance, JSON, UDA


The contact center market continues to shift focus from handling customer calls as efficiently as possible to providing superior customer engagement across multiple touch points. The latest advancement is an joint announcement from IBM and Genesys who have signed a partnership agreement to provide “smarter customer engagement”. The agreement includes a technology partnership and a joint marketing...

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Topics: Social Media, Customer Experience, Genesys, Mobile Apps, Self-service, Operational Performance, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Cognitive Computing, Contact Center, CRM, IBM Watson


In an analyst perspective at the beginning of this year I wrote that sales organizations must step beyond conventional wisdom to generate the best outcomes. One such step is to invest in software that delivers immediate value to manage sales and be efficient in its operations. Our latest research on sales organizations finds that inconsistent execution (53%), scattered information (48%) and...

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Topics: Sales, Sales Performance, Forecast, Sales Commission, Sales Compensation, Operational Performance, Analytics, Business Analytics, Business Performance, Cloud Computing, Financial Performance, Insights, Quotas, Xactly


The keynote theme at this year’s Sapphire conference in Orlando was Simple. Top executives from SAP, a software company associated with complexity, stated and restated that its future direction is to simplify all aspects of its products and the ways customers interact with them and the company itself. SAP’s longstanding and commendable aspiration to thoroughness in its software will be giving way...

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Topics: Microsoft, Mobile, SaaS, Sales, Salesforce.com, Supply Chain Performance, ERP, HCM, Human Capital, Office of Finance, Dynamics AX, Dynamics GP, Dynamics NAV Dynamics SL, Kenandy, PSA, Sage Software, Unit4, Operational Performance, Analytics, Business Collaboration, Business Performance, Cloud Computing, Collaboration, Financial Performance, CFO, FinancialForce, HR, Infor, Workday, HANA, Plex, Professional Services Automation


Our recently released benchmark research on optimizing payroll management assesses how organizations use payroll information, processes and technology. It finds that most of them still need to improve. Our analysis compared the forces motivating investment in payroll management systems to broader strategic drivers for human capital management (HCM) that I previously outlined and found substantial...

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Topics: Big Data, HCM, Office of Finance, Employee Productivity, Financial Performance, Workforce Performance, HR, Talent Management, Workforce Management, benchmark, Pay for Performance, Payroll Management


NICE Systems is best known for its suite of workforce optimization products [http://www.nice.com/workforce-optimization-lobby] that I recently assessed. However, after attending its user event last year, I wrote in 2013 that it was extending its portfolio and changing its focus to concentrate on packaged solutions that address specific business needs. Over the years the company’s portfolio has...

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Topics: Customer Analytics, Customer Experience, Customer Feedback Management, Speech Analytics, Voice of the Customer, Operational Performance, Analytics, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, Desktop Analytics, Text Analytics, Workforce Force Optimization


Analytics has long been a core discipline of Finance, applied to analysis of balance sheets, income statements and cash-flow statements. However, as I’ve noted, most finance departments have not kept up with recent advances. Our recent research in finance analytics shows that few organizations are realizing the potential of more advanced analytic methods and tools such as predictive analytics and...

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Topics: ERP, FP&A, Office of Finance, Controller, Finance Analytics, Business Analytics, Business Performance, Financial Performance, CFO, Financial Management


At the Informatica World 2014 conference, the company known for its data integration software unveiled the Intelligent Data Platform. In the last three years Informatica has expanded beyond data integration and now has a broad software portfolio that facilitates information management within the enterprise and through cloud computing. The Intelligent Data Platform forms a framework for its...

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Topics: Big Data, Master Data Management, Sales Performance, Supply Chain Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, CIO, Cloud Computing, Customer & Contact Center, Data Integration, Data Management, Financial Performance, Informatica, Information Applications, Information Management, Workforce Performance, Information Optimization, Product Information Management, application


Tibco’s recent acquisition of Jaspersoft helps the company fill out its portfolio of business intelligence (BI) and reporting software in an increasingly competitive marketplace. Tibco already offered a range of products in BI and analytics including Tibco Spotfire, an established product for visual data discovery. Jaspersoft and its open source Java reporting tool JasperReports have been around...

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Topics: Data Visualization, Spotfire, embedded analytics, Jaspersoft, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Operational Intelligence, Tibco


Epicor used its recent user group conference to explain its strategic direction and product roadmap. The company is the result of multiple mergers of business software corporations over the past 15 years; its target customers are midsize companies and midsize divisions of larger organizations. Its most significant products are Epicor (ERP software aimed mainly at manufacturing and distribution...

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Topics: Microsoft, Mobile, SaaS, Sales, Supply Chain Performance, Customer Experience, ERP, HCM, Human Capital, Office of Finance, communications, Dynamics AX, Dynamics GP, Dynamics NAV Dynamics SL, Epicor, Sage Software, UI, Unit4, Operational Performance, Analytics, Business Analytics, Business Performance, Cloud Computing, Collaboration, Customer & Contact Center, Financial Performance, Workforce Performance, CFO, FinancialForce, HR, Infor, Workday, Social, Financial Performance Management, FPM, Plex


Alteryx has released version 9.0 of Alteryx Analytics that provides a range of data to predictive analytics in advance of its annual user conference called Inspire 2014. I have covered the company for several years as it has emerged as a key player in providing a range of business analytics from predictive to big data analytics. The importance of this category of analytics is revealed by our...

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Topics: Big Data, Sales Performance, Social Media, Supply Chain Performance, alteryx, data blending, IT Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Information Management, Location Intelligence, Operational Intelligence


InContact has cloud-based products that cover multichannel communications infrastructure (sometimes referred to as a “contact center in the cloud”) and workforce optimization. The channel management products were developed by inContact and through a partnership with Verint. InContact has been working to make Verint’s workforce optimization products available in the cloud while integrating the two...

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Topics: Customer Analytics, Customer Experience, Customer Feedback Management, Speech Analytics, Voice of the Customer, Analytics, Business Analytics, Business Collaboration, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, Desktop Analytics, Text Analytics, Workforce Force Optimization


Ultimate Software is one of the larger players in the market for human capital management (HCM) software, with roots in providing human resources and payroll management products. Recently I attended its annual Connections conference. Last year the company focused attention on expansion of its global capabilities, which I analyzed, while this year it highlighted broadening and modernizing of the...

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Topics: Mobile, HCM, Office of Finance, Recruiting, Ultimate Software, Business Collaboration, Workforce Performance, Compensation, HRMS, Talent Management, HR Management


I recently attended the 2014 global analyst summit in San Francisco hosted by Pitney Bowes, an old technology company (now in business for 94 years) that has a new focus in its software along with an entirely new executive team. These leaders unveiled a business and technology strategy meant to demonstrate the company’s commitment to software. For many years it has been known mostly for mail...

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Topics: Big Data, Sales Performance, Social Media, Pitney Bowes, IT Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Information Applications, Information Management, Location Intelligence


At Saba’s recent global customer conference executives discussed the company’s latest product enhancements, progress made during the past year and plans for the future. Saba provides a talent management suite that includes all capabilities except compensation management and is a leading vendor of corporate learning management systems. The majority of its 2,200 customers and 31 million users in...

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Topics: Big Data, Mobile, Social Media, HCM, Human Capital Management, Predictive, Recruiting, Learning Management, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Cloud Computing, Collaboration, Saba, Talent Management


I recently presented at the 2014 ICMI Contact Center Expo and Conference and have a few insights I want to share. I was impressed by the two main keynote speeches. In the first Bill Rancic, an entrepreneur, author and TV personality, talked about “How to Succeed in Business and Life.” Bill is not in the contact center industry, but he reminded the audience that individuals and companies that...

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Topics: Social Media, Customer Analytics, Customer Experience, Customer Feedback Management, Social CRM, Speech Analytics, Voice of the Customer, Mobile Apps, Self-service, Analytics, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Unified Communications, Workforce Force Optimization


On its website Panviva describes itself as providing “business process guidance,” which is a phrase I was notfamiliar with. As I searched the site, I found messages such as”it’s all about customer experience,” “the right information for the right person at the right time” and “navigating complexity.” All of these describe issues contact center agents face on a daily basis, and I concluded that...

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Topics: Customer Experience, Mobile Apps, Self-service, Operational Performance, Analytics, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Business Process Management, Call Center, Contact Center


My benchmark research into the smart agent desktop finds that in nearly two-thirds (65%) of companies, contact center agents have to access multiple systems as they try to resolve customer interactions. These range from channel management systems (such as telephone, email, text messages and social media) to business applications (such as CRM, ERP and knowledge management), performance dashboards...

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Topics: Sales Performance, Social Media, Customer Experience, Mobile Apps, Self-service, Operational Performance, Analytics, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Contact Center, Workforce Force Optimization


From my perspective, Infor’s strategy to accelerate revenue growth is to offer companies more innovation and a lower and more predictable cost of ownership than its rivals in the business software market; its products include the major categories of ERP, human resources and financial performance management. It aims to innovate by focusing on improving the user experience and to lower costs by...

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Topics: Microsoft, Mobile, SaaS, Sales, Sales Performance, Supply Chain Performance, Customer Experience, ERP, HCM, Human Capital, Office of Finance, Dynamics AX, Dynamics GP, Dynamics NAV Dynamics SL, Sage Software, UI, Unit4, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Information Management, Workforce Performance, CFO, FinancialForce, HR, Infor, Workday, Financial Performance Management, FPM, Plex


Few sales organizations realize their full potential, partly because they don’t execute well. We urge organizations to move beyond conventional wisdom in how they think about executing sales processes and have placed methods for making improvement to sales execution at the center of our research on sales in 2014. In our recent research on sales forecasting almost half (44%) of sales organizations...

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Topics: Sales, Sales Performance, Salesforce.com, Qvidian, Sales Coaching, Sales Force Automation, Operational Performance, Business Analytics, Cloud Computing, SFA


Sales forecasting is an essential process for most businesses. It helps guide the efforts not only of the sales function but also of finance, operations, manufacturing and customer service. Our recently released sales forecasting benchmark research reveals significant insights and best practices that can help companies optimize the effectiveness of this process. I recently wrote that most sales...

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Topics: Sales, Sales Performance, Sales Forecasting, Operational Performance, Business Analytics, Business Intelligence, Cloud Computing, Information Applications, SFA


Learning is an integral component of human capital management, and a new generation of learning management systems advances learning in organizations around the world. These systems have evolved over the years from a classroom scheduling tool that facilitated instructor-led and classroom training into an array of enterprise applications that deliver and track various types of training. Recently...

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Topics: Big Data, Mobile, Social Media, HCM, LMS, Learning Management, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Cloud Computing, Collaboration, Workforce Performance, HR, Training, benchmark, HR research


Our research consistently finds that data issues are a root cause of many problems encountered by modern corporations. One of the main causes of bad data is a lack of data stewardship – too often, nobody is responsible for taking care of data. Fixing inaccurate data is tedious, but creating IT environments that build quality into data is far from glamorous, so these sorts of projects are rarely...

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Topics: Big Data, Planning, Predictive Analytics, Governance, Office of Finance, Budgeting, close, Finance Analytics, Tax, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, CIO, Financial Performance, Governance, Risk & Compliance (GRC), In-memory, Information Applications, CFO, Risk, CEO, Financial Performance Management, FPM


Organizations should consider multiple aspects of deploying big data analytics. These include the type of analytics to be deployed, how the analytics will be deployed technologically and who must be involved both internally and externally to enable success. Our recent big data analytics benchmark research assesses each of these areas. How an organization views these deployment considerations may...

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Topics: Big Data, Predictive Analytics, Sales Performance, Social Media, Supply Chain Performance, IT Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Operational Intelligence, Workforce Performance, Strata+Hadoop


The proliferation of chief “something” officer (CxO) titles over the past decades recognizes that there’s value in having a single individual focused on a specific critical problem. A CxO position can be strategic or it can be the ultimate middle management role, with far more responsibilities than authority. Many of those handed such a title find that it’s the latter. This may be because the...

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Topics: GRC, Office of Finance, Chief Risk Officer, CRO, ERM, OpenPages, Operational Performance, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Data Governance, Financial Performance, IBM, compliance, Data, Risk, Financial Services, FPM


Business computing has undergone a quiet revolution over the past two decades. As a result of having added, one-by-one, applications that automate all sorts of business processes, organizations now collect data from a wider and deeper array of sources than ever before. Advances in the tools for analyzing and reporting the data from such systems have made it possible to assess financial...

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Topics: Big Data, Planning, Predictive Analytics, Governance, Office of Finance, Budgeting, close, Finance Analytics, Tax, Analytics, Business Analytics, Business Intelligence, Business Performance, CIO, Financial Performance, Governance, Risk & Compliance (GRC), In-memory, Information Management, CFO, Risk, CEO, Financial Performance Management, FPM


SAP recently presented its analytics and business intelligence roadmap and new innovations to about 1,700 customers and partners using SAP BusinessObjects at its SAP Insider event (#BI2014). SAP has one of the largest presences in business intelligence due to its installed base of SAP BusinessObjects customers. The company intends to defend its current position in the established business...

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Topics: Predictive Analytics, SAP, Business Objects, IT Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, KXEN, Operational Intelligence, HANA, Lumira, SAP insider


Pressure to comply with requirements of the Affordable Care Act (ACA) is a looming challenge for most organizations today. Many go through numerous manual iterations such as running reports and compiling data into spreadsheets from benefits, payroll and HR systems to calculate whether their employees are eligible. As my colleague Stephan Millard explains in “Is Your Organization Technology Ready...

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Topics: Equifax, Human Capital Analytics, Office of Finance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Workforce Performance


Anaplan, a provider of cloud-based business planning software for sales, operations, and finance and administration departments, recently implemented its new Winter ’14 Release for customers. This release builds on my colleagues analysis on their innovation in business modeling and planning in 2013. Anaplan’s primary objective is to give companies a workable alternative to spreadsheets for...

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Topics: Big Data, Performance Management, Planning, Predictive Analytics, Sales Performance, Supply Chain Performance, Marketing, Office of Finance, Operations, Reporting, Budgeting, Controller, Operational Performance, Business Analytics, Business Performance, Cloud Computing, Financial Performance, In-memory, Workforce Performance, CFO, Sales Planning, Financial Performance Management, financial reporting, FPM, Integrated Business Planning


In the past year Kronos announced a major release of its Workforce Central suite and more recently, made an announcement regarding a major investment that should help keep the company well capitalized. Kronos is one of the largest vendors of workforce management systems, providing time and attendance, labor scheduling, absence management, HR management, payroll and recruiting applications. In...

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Topics: Mobile, Social Media, Governance, HCM, Kronos, Office of Finance, Technology Innovation Award, Business Analytics, Business Collaboration, Business Intelligence, Cloud Computing, Collaboration, Workforce Performance, compliance, HR, HRMS, Risk & Compliance (GRC), Value Index, Workforce Management, Social


In my research of NICE Systems for several years I have remarked often that its biggest challenge is to integrate all the products that now make up its Customer Interaction Management suite. Through acquisitions, in-house development and partnerships, this suite has grown to include interaction recording, quality management, workforce management, incentive management, interaction analytics,...

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Topics: Customer Analytics, Customer Experience, Customer Feedback Management, Speech Analytics, Voice of the Customer, Mobile Apps, Analytics, Business Analytics, Business Collaboration, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, Desktop Analytics, Text Analytics, Workforce Force Optimization


SAS Institute, a long-established provider analytics software, showed off its latest technology innovations and product road maps at its recent analyst conference. In a very competitive market, SAS is not standing still, and executives showed progress on the goals introduced at last year’s conference, which I covered. SAS’s Visual Analytics software, integrated with an in-memory analytics engine...

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Topics: Predictive Analytics, IT Performance, LASR, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Cloudera, Customer & Contact Center, Hortonworks, IBM, Information Applications, SAS institute, Strata+Hadoop


There’s a growing realization that the multitenant approach to the cloud isn’t the only option that companies should weigh in deciding between deploying software on-premises and in the cloud. That some people describe the multitenancy approach as “the real cloud” reflects the contentious nature of some technical debates, especially those that occur early in the evolution of a new technology....

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Topics: Microsoft, Mobile, SaaS, Sales, Salesforce.com, ERP, HCM, Human Capital, Office of Finance, Planview, Concur, Dynamics AX, Dynamics GP, Dynamics NAV Dynamics SL, PSA, Sage Software, Unit4, Analytics, Business Performance, Cloud Computing, Financial Performance, Workforce Performance, CFO, FinancialForce, HR, Infor, Tagetik, Workday, Plex


Our latest benchmark research into the market for location analytics software finds significant demand for location-related technology that can improve business outcomes and generate relevant information for various types of users. (Location analytics is an extension of business analytics that can enhance the sophistication of data and processes by adding a geographic context.)  My last analyst...

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Topics: Big Data, Sales Performance, Social Media, Supply Chain Performance, GIS, Location Analytics, IT Performance, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Information Applications, Information Management, Location Intelligence, Operational Intelligence, Data


Our recently released research into next-generation customer analytics shows that the most participants (52%) use spreadsheets as a customer analytics tool. I recently wrote that while these popular tools are adequate for some tasks, they are not suitable for analyzing large volumes and many types of customer data. So I think it is appropriate that one in four (26%) participants have adopted a...

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Topics: Social Media, Customer Analytics, Speech Analytics, Voice of the Customer, IT Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Information Applications, Information Management, Location Intelligence, Operational Intelligence, Call Center, Contact Center, Contact Center Analytics, Desktop Analytics, Text Analytics


At its recent 2014 analyst day Ceridian showed the progress it has made on its Ceridian and Dayforce human capital management (HCM) platform since last year’s launch of its broader HCM portfolio. Ceridian’s overall HCM business, which the company says had revenue of $950 million in 2013 and now has more than 100,000 customers, consists largely of payroll-related products and services such as tax...

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Topics: Mobile, SaaS, Social Media, HCM, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Collaboration, Workforce Performance, Ceridian, Document Management, HR, Talent Management


Reconciling accounts at the end of a period is one of those mundane finance department tasks that are ripe for automation. Reconciliation is the process of comparing account data (at the balance or item level) that exists either in two accounting systems or in an accounting system and somewhere else (such as in a spreadsheet or on paper). The purpose of the reconciling process is to identify...

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Topics: Office of Finance, automation, close, closing, Consolidation, Controller, effectiveness, Reconciliation, XBRL, Business Performance, Financial Performance, Governance, Risk & Compliance (GRC), CFO, Data, Document Management, Financial Performance Management, FPM


We recently released our benchmark research on big data analytics, and it sheds light on many of the most important discussions occurring in business technology today. The study’s structure was based on the big data analytics framework that I laid out last year as well as the framework that my colleague Mark Smith put forth on the four types of discovery technology available. These frameworks...

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Topics: Big Data, Pentaho, Predictive Analytics, Sales Performance, Supply Chain Performance, IT Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Information Applications, Information Management, Location Intelligence, Operational Intelligence, Workforce Performance, Datawatch


The last time I reviewed Confirmit it had just acquired CustomerSat and was re-engineering its products to support a broader approach to voice of the customer (VOC), which Ventana Research defines as a complete view of customer interactions, customer sentiments after interactions and the outcomes of those interactions. During my latest briefing, I found out that the new architecture will be...

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Topics: Social Media, Customer Analytics, Customer Experience, Customer Feedback Management, Speech Analytics, Voice of the Customer, Analytics, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics, Unified Communications


I had the pleasure of attending Cloudera’s recent analyst summit. Presenters reviewed the work the company has done since its founding six years ago and outlined its plans to use Hadoop to further empower big data technology to support what I call information optimization. Cloudera’s executive team has the co-founders of Hadoop who worked at Facebook, Oracle and Yahoo when they developed and used...

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Topics: Big Data, Teradata, Zoomdata, IT Performance, Business Intelligence, Cloudera, Hortonworks, IBM, Information Applications, Information Management, Location Intelligence, Operational Intelligence, Oracle, Hive, Impala, Strata+Hadoop


Information technologists are fond of predictions in which the next big thing quickly and entirely renders the existing thing so completely obsolete that only troglodytes would cling to such outmoded technology. While this vision of IT progress may satisfy the egos of technologists, it rarely reflects reality. Mainframes didn’t disappear, for example. Although they long ago lost their dominant...

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Topics: Microsoft, SaaS, Sales, Salesforce.com, ERP, HCM, Human Capital, Office of Finance, Dynamics AX, Dynamics GP, Dynamics NAV Dynamics SL, PSA, Sage Software, Unit4, Analytics, Business Performance, Cloud Computing, Financial Performance, CFO, FinancialForce, HR, Infor, Workday, Plex, Professional Services Automation


Building a contact center is growing in complexity as companies struggle to support customers’ ever-higher expectations. Customers now insist on engaging with companies through the channel of their choice, often from a mobile device, and at a time of their choosing. If they interact with a person, they expect that person to have the social and technical skills to resolve their issues quickly and...

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Topics: Social Media, Customer Analytics, Customer Experience, Customer Feedback Management, Social CRM, Speech Analytics, Voice of the Customer, Mobile Apps, Self-service, Operational Performance, Analytics, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Unified Communications, Workforce Force Optimization


At Oracle’s recent cloud computing analyst summit in sunny Palm Springs, the company’s executive team insisted that it sees clear skies for its efforts in cloud computing. The summit was led by senior executive Thomas Kurian, who runs the entire product organization and reports directly to CEO Larry Ellison. He affirmed that Oracle intends to offer the full range of cloud computing – public,...

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Topics: Big Data, Database, Microsoft, SaaS, Sales Performance, Social Media, Software as a Service, Supply Chain Performance, Middleware, Oracle Cloud, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, IBM, Information Applications, Information Management, Oracle, Workforce Performance, Database as a Service, Verizon


Convergence is the Microsoft Dynamics business software user group’s meeting. Dynamics’ core applications are mainly in the accounting and ERP category, descendants of products Microsoft acquired: Great Plains (now GP), Solomon (SL), Navision (NAV) and Damgaard’s Axapta (AX), to which Microsoft has added its own CRM application. It has been more than a decade since the acquisitions of Great...

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Topics: Microsoft, SaaS, Sales, Sales Performance, Salesforce.com, ERP, HCM, Human Capital, Office of Finance, Consulting, distribution, Dynamics AX, Dynamics GP, Dynamics NAV Dynamics SL, PSA, Sage Software, Unit4, Operational Performance, Analytics, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, CFO, FinancialForce, HR, Infor, Workday, Plex, Professional Services Automation


At its recent Connect 2014 event IBM announced IBM Kenexa Talent Suite, an integrated talent management suite. The release strengthens its Smarter Workforce initiative by combining IBM and Kenexa products and services in one human capital management (HCM) offering. IBM Kenexa Talent Suite also addresses increasing efforts by human resources organizations to optimize their activities through more...

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Topics: Big Data, Mobile, SAP, Social Media, HCM, Kenexa, Recruiting, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Cloud Computing, Collaboration, IBM, Oracle, Workforce Performance, Cognitive Computing, HR, IBM Watson, Social


Many businesses are close to being overwhelmed by the unceasing growth of data they must process and analyze to find insights that can improve their operations and results. To manage this big data they find a rapidly expanding portfolio of technology products. A significant vendor in this market is SAS Institute. I recently attended the company’s annual analyst summit, Inside Intelligence 2014...

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Topics: Big Data, Predictive Analytics, SAS, Event Stream, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, CIO, Customer & Contact Center, Data Management, Information Applications, Information Management, Location Intelligence, Operational Intelligence, Discovery


I recently completed two closely related benchmark research reports, on next-generation customer engagement and next-generation customer analytics. The  research on customer engagement shows that companies on average engage with customers through seven or eight communication channels and that almost every business unit except IT engages with customers. To provide customers with personalized,...

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Topics: Customer Analytics, Customer Experience, Speech Analytics, Voice of the Customer, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Governance, Risk & Compliance (GRC), Information Management, Call Center, Contact Center, Contact Center Analytics, Desktop Analytics, Text Analytics


Adding geographic and location context to business information enables organizations to develop fuller understanding and optimize the activities of people that use the information. We call this location intelligence, and to achieve it requires location analytics, which focus on that context where the processing and presentation of geography and spatial aspects of data are utilized. Analysis of...

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Topics: Sales Performance, Supply Chain Performance, Customer Analytics, GIS, Location Analytics, IT Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Information Applications, Information Management, Location Intelligence, Operational Intelligence, Workforce Performance


Salesforce.com began with a simple message: On-premises CRM has come to the end of its useful life, and the way forward is cloud-based CRM. I have written several times that the company has won this argument, and my research into contact center in the cloud confirms this: 63 percent of participating organizations said that adopting systems in the cloud is one of the key ways to improve customer...

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Topics: Social Media, Customer Analytics, Customer Experience, Social CRM, Mobile Apps, Self-service, Business Collaboration, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM


When it comes to making a business case for software investments, many people fail to recognize that the case itself is just one part of what amounts to an internal sales and marketing effort that they must perform well to be successful. Focusing only on the numbers and assumptions in a spreadsheet is not enough. Making a successful business case requires an understanding of the audience’s...

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Topics: Planning, Sales Performance, Supply Chain Performance, ERP, Office of Finance, Research, budgeting and planning, ROI, Operational Performance, Analytics, Business Performance, Customer & Contact Center, Financial Performance, Workforce Performance, CFO, CRM, business plan, capital spending, Financial Performance Management, FPM, SCM, Software


In today’s highly competitive sales environment, where success depends on meeting the specific needs of buyers, an accurate and timely sales forecast is a critical tool for optimizing business outcomes. I discussed this as part of our 2014 research agenda for sales, noting that linking the forecast to commissions, quotas and territories is a requirement for success. We recently completed new...

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Topics: Sales, Sales Performance, Supply Chain Performance, Sales Forecasting, Sales Operations, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Information Applications, Information Management, SFA


The market for human capital analytics is in flux, as companies begin to evaluate and adopt more capable tools and processes for this area of human capital management. A look at the tools organizations are using and plan to use for human capital analytics provides an example of this change. Our recently published benchmark research on human capital analytics shows that nearly nine in 10 (87%)...

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Topics: Big Data, Mobile, Predictive Analytics, Social Media, HCM, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Collaboration, Financial Performance, Information Management, Workforce Performance


FinancialForce recently introduced FinancialForce ERP, a family of cloud-based software designed to support a variety of customer-centric businesses such as professional services organizations or companies that specialize in business and industrial distribution. Many of these types of businesses are midsize or small (having 50 to 1,000 employees) and can benefit from the integration of...

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Topics: SaaS, Sales, Sales Performance, Salesforce.com, Supply Chain Performance, ERP, HCM, Human Capital, Office of Finance, Consulting, distribution, PSA, Unit4, Operational Performance, Analytics, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Workforce Performance, FinancialForce, HR, Professional Services Automation, SCM


In the near future, technology will be something we wear or attach comfortably to our bodies. Wearable computers have been evolving for some time, and while that might seem futuristic to the uninformed, in the technology industry it is rapidly becoming real. This trend is important for businesses to note, as our business technology innovation research shows that it is very important to more than...

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Topics: Sales Performance, Social Media, Supply Chain Performance, HCM, Human Capital Management, Wearable Computing, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Information Applications, Information Management, Operational Intelligence, Workforce Performance, Talent Management


At Oracle’s first-ever HCM World conference, the technology company demonstrated its commitment to human resources customers, explaining its strategy for Modern HR in the Cloud, which is focused on meeting the needs of employees in a large, dispersed workforce. The conference was insightful both intellectually and practically in its discussions of how workforces are changing. Oracle also showed...

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Topics: Sales Performance, Social Media, Supply Chain Performance, Human Capital Analytics, Human Capital Management, Recruiting, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Information Applications, Oracle, Workforce Performance, HR, Talent Management, Workforce Management


A core objective of my research practice and agenda is to help the Office of Finance improve its performance by better utilizing information technology. As we kick off 2014, I see five initiatives that CFOs and controllers should adopt to improve their execution of core finance functions and free up time to concentrate on increasing their department’s strategic value. Finance organizations –...

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Topics: Big Data, Performance Management, Planning, Predictive Analytics, Sales Performance, Supply Chain Performance, Office of Finance, Budgeting, close, dashboard, PRO, Tax, Analytics, Business Analytics, Business Collaboration, Business Performance, CIO, Customer & Contact Center, Financial Performance, In-memory, CFO, Supply Chain, CEO, demand management, Financial Performance Management, FPM, S&OP


At its recent MicroStrategy World 2014 conference, the enterprise software company introduced a portfolio of products to make it easier to perform analytics and make them easier to access through the cloud and mobile forms of computing. These announcements accelerate MicroStrategy’s transition to approaching corporate business users of analytics from its past focus on business intelligence, which...

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Topics: MicroStrategy, Mobile, Social Media, Customer Engagement, Smart Phones, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Information Applications, Location Intelligence, Operational Intelligence, Tablets


One strong sign of the economic recovery as manifested in the human capital management market is the recent spate of announcements of new recruiting applications from software companies that are not always considered for recruiting. Here are some of them. Ultimate Software announced the launch of UltiPro Recruiting. Saba Recently announced the release of Recruiting@Work. Workday announced the...

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Topics: Mobile, Social Media, HCM, Recruiting, Operational Performance, Ultimate, Business Collaboration, Collaboration, Workforce Performance, Ceridian, Saba, Workday


Ventana Research recently completed the most comprehensive evaluation of mobile business intelligence products and vendors available anywhere today. The evaluation includes 16 technology vendors’ offerings on smartphones and tablets and use across Apple, Google Android, Microsoft Surface and RIM BlackBerry that were assessed in seven key categories: usability, manageability, reliability,...

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Topics: Big Data, MicroStrategy, Mobile, Mobile Business Intelligence, Pentaho, Sales Performance, SAP, SAS, Tableau, Jaspersoft, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Customer & Contact Center, IBM, Information Builders, Oracle, Workforce Performance, Yellowfin, Roambi, Value Index, arcplan, Logi Analytics, Qlik


Our recently released benchmark research on information optimization shows that 97 percent of organizations find it important or very important to make information available to the business and customers, yet only 25 percent are satisfied with the technology they use to provide that access. This wide gap between importance and satisfaction reflects the complexity of preparing and presenting...

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Topics: Big Data, IT Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Data Preparation, Information Applications, Information Management, Data Discovery, Datawatch, Information Optimization


Human capital will continue to be an organization’s largest investment in 2014 and if productive will be one of its most valuable assets and differentiators. It also continues to rank as top priority by CEOs across the industry. We anticipate that businesses that take advantage of the innovative technology now available for human capital management (HCM) will gain a competitive advantage. Ventana...

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Topics: Sales Performance, Social Media, Supply Chain Performance, Governance, HCM, Human Capital Management, Recruiting, CHRO, Operational Performance, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Workforce Performance, Compensation, HR, Risk & Compliance (GRC), Talent Management


In the wake of the past year’s usual crop of failed ERP implementations, I’ve read a couple of blogs that bemoan the fact that ERP systems are not nearly as user-friendly or intuitive as the mobile apps that everyone loves. I’ve complained about this aspect of ERP, and our research confirms that ERP systems are viewed as cumbersome: Just one in five companies (21%) said it is easy to make changes...

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Topics: Mobile, SAP, ERP, Analytics, Business Collaboration, Business Performance, Cloud Computing, Financial Performance, Oracle, CFO, Infor, Workday, Social, business process, FPM, Intacct


In my benchmark research into next-generation customer engagement three-quarters (77%) of participating companies said it is necessary to improve the way they engage with customers. The main drivers for doing that are to improve the customer experience (74%) and improve customer service (70%). However, neither is an easy task because companies now have to support more channels of communication,...

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Topics: Big Data, Social Media, Customer Analytics, Customer Experience, Speech Analytics, Analytics, Business Collaboration, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


It should be no surprise for those who work in sales that increasing outcomes collectively is not always easy. Sales teams and individuals work under pressure to perform at high levels, selling more than they did in the previous period or more than the person who previously had responsibility for a territory. Today’s economic and competitive environments demand that everyone work not just faster...

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Topics: Big Data, Sales, Sales Performance, Social Media, Operational Performance, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Customer & Contact Center, Governance, Risk & Compliance (GRC), Compensation, Sales Performance Management, SFA


Envision has carved out a slice of the workforce optimization market by offering its suite of products as cloud-based services. In addition to core products such as interaction recording, quality assurance, workforce management, training, coaching and agent analytics, it offers speech and desktop analytics and customer feedback management through surveys and our part of my research agenda. Our...

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Topics: Customer Experience, Customer Feedback Management, Speech Analytics, Voice of the Customer, Operational Performance, Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Workforce Force Optimization


Paxata, a new data and analytics software provider says it wants to address one of the most pressing challenges facing today’s analyst performing analytics: simplifying data preparation. This trend toward simplification is well aligned with the market’s desire for improving usability, which our benchmark research into Next-Generation Business Intelligence shows is a primary buying consideration...

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Topics: Big Data, Paxata, IT Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Data Preparation, Information Applications, Information Management, Data Discovery


I am not comfortable with the term “gamification” used in the context of business applications. It sounds as if employees are officially allowed to play games while working and thus take their attention away from the task at hand, which in a contact center is serving customers. So I was skeptical when Uptivity recently wanted to brief me about gamification capabilities it recently announced for...

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Topics: Social Media, Customer Analytics, Customer Experience, Customer Feedback Management, Social CRM, Speech Analytics, Voice of the Customer, Mobile Apps, Self-service, Operational Performance, Analytics, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Unified Communications, Workforce Force Optimization


Businesses are always looking for ways to grow and to streamline their operations. These two goals can come into conflict because as organizations become larger it becomes more complicated to be agile and efficient. To help them understand and modify their processes, businesses can derive insights from analytics applied to their data. Today that data is available not only in the enterprise and...

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Topics: Big Data, Sales Performance, Social Media, Supply Chain Performance, IT Performance, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Location Intelligence, Operational Intelligence, Workforce Performance, Information Optimization


Ventana Research recently released our Value Index on Workforce Management for 2014. We define workforce management as the set of processes by which organizations manage their hourly and salaried employees to maximize productivity. It involves not only tracking time worked and providing compensation for it but also aligning that work to the objectives of the organization and to the individual...

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Topics: Sales Performance, SAP, Social Media, Human Capital Management, Kronos, Empower, Operational Performance, WFM, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Mobility, Oracle, Workforce Performance, Ceridian, Infor, SumTotal Systems, Value Index, Workforce Management, Workplace


Our benchmark research shows that analytics is the top business technology innovation priority; 39% of organizations rank it first. This is no surprise as new information sources and new technologies in data processing, storage, networking, databases and analytic software are combining to offer capabilities for using information never before possible. For businesses, the analytic priority is...

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Topics: Big Data, IT Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Financial Performance, Information Applications, Information Management, Location Intelligence, Operational Intelligence, Data


Much has happened for SuccessFactors in the past year as it became more a part of SAP, which acquired it in 2012. One of the most notable changes was the departure of its founder, Lars Delgaard, who set the culture of the company, and the selection of Shawn Price as president. The changes in leadership have come as SuccessFactors shifts away from its position in “business execution” software...

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Topics: SAP, Social Media, HCM, Kronos, Social Collaboration, SuccessFactors, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Financial Performance, Workforce Performance, HR Analytics, HR Management


Our benchmark research on enterprise spreadsheets explores the pitfalls that await companies that use desktop spreadsheets such as Microsoft Excel in repetitive, collaborative enterprise-wide processes. Because people are so familiar with Excel and therefore are able to quickly transform their finance or business expertise into a workable spreadsheet for modeling, analysis and reporting, desktop...

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Topics: Sales Performance, GRC, Office of Finance, Reporting, enterprise spreadsheet, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Workforce Performance, Risk, benchmark, Financial Performance Management


In 2013 we continued to see change in the contact center, customer service and customer experience markets: Consumers’ communication habits continued to evolve, more business units outside the traditional contact center became involved in handling interactions, software vendors continued to come up with new technologies, and cloud computing, mobility, big data, collaboration, social media and...

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Topics: Sales Performance, Social Media, Customer Analytics, Customer Experience, Customer Feedback Management, Social CRM, Speech Analytics, Voice of the Customer, Mobile Apps, Self-service, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Location Intelligence, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Unified Communications, Workforce Force Optimization


Senior finance executives and finance organizations that want to improve their performance must recognize that technology is a key tool for doing high-quality work. To test this premise, imagine how smoothly your company would operate if all of its finance and administrative software and hardware were 25 years old. In almost all cases the company wouldn’t be able to compete at all or would be at...

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Topics: Big Data, Planning, Predictive Analytics, Governance, GRC, Office of Finance, Budgeting, close, Tax, Analytics, Business Analytics, Business Collaboration, Business Performance, CIO, Cloud Computing, Financial Performance, Governance, Risk & Compliance (GRC), In-memory, CFO, Risk, CEO, Financial Performance Management, FPM


With much fanfare and a rarely seen introduction by CEO Ginni Rometty, IBM launched IBM Watson as a new business unit focused on cognitive computing technology and solutions, now being led by Senior Vice President Mike Rhodin. The announcement is summarized here:. Until now IBM Watson was important but had neither this stature in IBM’s organizational structure nor enough investment to support...

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Topics: Big Data, Sales Performance, Social Media, Supply Chain Performance, IT Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Location Intelligence, Operational Intelligence, Workforce Performance, Cognitive Computing, Discovery, Exploration, IBM Watson


Verint recently announced a definitive agreement to acquire KANA Software. Its goal, in the words of the press release, is to “transform the way organizations engage with their customers.” Customer engagement and customer experience management have become the topics of many conversations in my research area, so I wanted to understand the substance behind this move.

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Topics: Social Media, Customer Analytics, Customer Experience, Customer Feedback Management, Social CRM, Speech Analytics, Voice of the Customer, Mobile Apps, Self-service, Analytics, Business Collaboration, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Workforce Force Optimization


Greetings, everyone, and best wishes for a great start to 2014. In this new year, utilizing best practices and skills learned in 2013 will be critical for optimizing the use of efforts to support both business and IT. In 2013 many organizations made progress in balancing technology decisions across business and IT as the lines of business continued to take leading roles in investment and...

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Topics: Sales Performance, Social Media, Supply Chain Performance, Market Research, IT Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Location Intelligence, Operational Intelligence, Workforce Performance, CFO, COO, Technology


I recently wrote that Infor aims to reinvent business applications and its new developments make it a vendor to watch. I was therefore intrigued to have a demonstration of its latest marketing products, Infor Epiphany and Infor Orbis Marketing Resource Management. These are grouped on its website under customer relationship management, and I don’t usually spend much time on this category of...

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Topics: Social Media, Customer Experience, Social CRM, Cloud Computing, Collaboration, Customer Service, Uncategorized, Call Center, Contact Center, CRM


I have written lately about how digital customers change customer engagement. It’s no surprise that at the heart of this change, as well as many others that impact business, is the Internet. Along with smart mobile devices, the Internet has changed the ways consumers engage with each other and businesses. In buying products and services, digital customers prefer to research them on the Internet,...

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Topics: Sales Performance, Social Media, Customer Analytics, Customer Experience, Social CRM, Self-service, Operational Performance, Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, CRM


Integrated risk management (IRM) was a major theme at IBM’s recent Smarter Risk Management analyst summit in London. In the market context, IBM sees this topic as a means to differentiate its product and messaging from those of its competitors. IRM includes cloud-based offerings in operational risk analytics, IT risk analytics and financial crimes management designed for financial institutions...

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Topics: Supply Chain Performance, GRC, Office of Finance, Chief Risk Officer, CRO, ERM, OpenPages, IT Performance, Operational Performance, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Customer & Contact Center, Data Governance, Governance, Risk & Compliance (GRC), IBM, Information Applications, Information Management, Operational Intelligence, compliance, Data, Risk, Financial Services, FPM


Like every large technology corporation today, IBM faces an innovator’s dilemma in at least some of its business. That phrase comes from Clayton Christensen’s seminal work, The Innovator’s Dilemma, originally published in 1997, which documents the dynamics of disruptive markets and their impacts on organizations. Christensen makes the key point that an innovative company can succeed or fail...

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Topics: Predictive Analytics, IT Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, IBM, Information Applications, Data Discovery, Discovery, Information Discovery, SPSS


If you stop to compare communication preferences of the past to those of today, you can’t fail to notice some major changes, especially in younger generations. Talking on the phone – fixed or mobile – is in decline, as many people now prefer text messaging, chat and social media. We rely on the Internet to search for websites, run mobile apps and use social media. We watch less TV in real time,...

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Topics: Big Data, Sales Performance, Social Media, Customer Analytics, Customer Experience, Speech Analytics, Operational Performance, Analytics, Business Collaboration, Business Performance, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


Ventana Research defines workforce optimization as a set of processes and technology for customer agents that include interaction (call) recording, quality monitoring, workforce management, training and coaching, compensation management and analytics. My benchmark research into next-generation workforce optimization set out to discover the people, processes, information and systems companies are...

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Topics: Sales Performance, Social Media, Customer Experience, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Customer & Contact Center, Customer Service, Financial Performance, Call Center, Contact Center, Contact Center Analytics


FinancialForce.com, a provider of cloud-based financial applications, recently announced two pending acquisitions. One is Vana Workforce, which makes a human capital management (HCM) application aimed at small to midsize companies. The other is LessSoftware, a supplier of Web-based supply chain management (SCM) applications. The acquisitions are part of FinancialForce’s strategy to build a broad...

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Topics: Sales Performance, Supply Chain Performance, Operational Performance, Business Collaboration, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Workforce Performance


Host Analytics has introduced AirliftXL, a new feature of its cloud-based financial performance management (FPM) suite that enables its software to translate users’ spreadsheets into the Host Analytics format. I find it significant in three respects. First, it can substantially reduce the time and resources it takes for a company to go live in adopting the Host Analytics suite, lowering the cost...

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Topics: Modeling, Office of Finance, Reporting, closing, Consolidation, Controller, Host Analytics, Operational Performance, Analytics, Business Analytics, Business Performance, Cloud Computing, Financial Performance, Workforce Performance, CFO, Financial Performance Management, FPM


At its Teradata Partners conference in Dallas, a broader vision for big data and analytics was articulated clearly. Their pitch centered on three areas – data warehousing, big data analytics and integrated marketing – that to some degree reflect Teradata’s core market and acquisitions in the last few years of companies like Aprimo who provides integrated marketing technology and Aster in big data...

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Topics: Big Data, Teradata, IT Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Information Applications


I recently wrote how the recent U.K.-based Call Centre Expo showed that companies have shifted priorities for deployment systems from on-premises infrastructures to cloud-based systems and that as a consequence vendors had shifted focus from workforce optimization to cloud-based multichannel interaction management. Confirming this trend, as salesforce.com Dreamforce event at least 10 such vendors...

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Topics: Big Data, Social Media, Customer Analytics, Customer Experience, Speech Analytics, Analytics, Business Collaboration, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


Today companies handle an increasing number of customer interactions and they do this through a greater number and variety of communication channels, and by using more employees that are dispersed throughout the organization. Managing the pool of agents in a contact center has always proved a complex task and this is made more complex as interactions are now handled by most lines of business...

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Topics: Big Data, Customer Analytics, Customer Experience, Customer Feedback Management, Speech Analytics, Self-service, Operational Performance, Analytics, Business Collaboration, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


All the hubbub around big data and analytics has many senior finance executives wondering what the big deal is and what they should do about it. It can be especially confusing because much of what’s covered and discussed on this topic is geared toward technologists and others working outside of Finance, in areas such as sales, marketing and risk management. But finance executives need to position...

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Topics: Big Data, Performance Management, Predictive Analytics, Customer Experience, Fraud, Governance, GRC, Office of Finance, audit, Controller, Analytics, Business Analytics, Business Performance, Cloud Computing, Financial Performance, Governance, Risk & Compliance (GRC), Information Management, Operational Intelligence, CFO, compliance, finance, Risk, Financial Performance Management, financial risk management


One of the potential benefits of cloud computing to access business applications and data is its potential to improve the situational awareness of executives and managers. By this I mean their understanding of what’s going on outside their company in addition to what’s happening within it. Today people have access to a trove of information about their own company, which is the result of decades...

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Topics: Sales Performance, Supply Chain Performance, Operational Performance, Business Performance, Cloud Computing, Customer & Contact Center, Data Integration, Data Management, Financial Performance, Information Management, Workforce Performance, Data, finance, FPM


2013 was a big year for the annual HR Technology conference, as its well-known co-founder and leader for the past 16 years, Bill Kutik, stepped down, passing leadership of the event to Steve Boese, another familiar name in the community. Beyond the change in leadership, at this year’s show were a large number of vendors that have invested in new technology to advance human capital management...

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Topics: Mobile, Sales Performance, SAP, Social Media, Supply Chain Performance, Peoplefluent, Recruiting, Social Collaboration, SuccessFactors, Jibe, Operational Performance, Ultimate Software, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Location Intelligence, Oracle, Workforce Performance, Cornerstone OnDemand, Infor, Talemetry, TribeHR, Workday, HR technology, Hunite, SumTotal, Zao


PROS Holdings, a provider of price and revenue optimization software, has an agreement in principle to acquire Cameleon Software, which offers configure, price and quote (CPQ) applications. The combined company is likely to benefit from a broader geographic presence (PROS is based in Houston while Cameleon is in Toulouse, France) for their sales and marketing efforts. However, the longer-term...

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Topics: Sales, Sales Performance, FP&A, PRO, PROS, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Performance, Financial Performance, CFO, CPQ, CEO, FPM, Price Optimization, Profitability


While covering providers of business analytics software, it is also interesting for me to look at some that focus on the people, process and implementation aspects in big data and analytics. One such company is Nuevora, which uses a flexible platform to provide customized analytic solutions. I recently met the company’s founder, Phani Nagarjuna, when we appeared on a panel at the Predictive...

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Topics: Big Data, Predictive Analytics, IT Performance, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Information Applications, Strata+Hadoop


Infor is a vendor I haven’t covered much in the past, but after attending the recent Infor on the Road day in the U.K. that is about to change. I viewed Infor as basically a CRM vendor, and I don’t believe such systems have much impact on customer engagement and the customer experience. Indeed if you view Infor website’s product page, it features several product categories focused on internal...

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Topics: Big Data, Sales Performance, Social Media, Supply Chain Performance, Customer Analytics, Customer Experience, Speech Analytics, Operational Performance, Analytics, Business Collaboration, Business Performance, Cloud Computing, Customer & Contact Center, Customer Service, Financial Performance, Workforce Performance, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


In our benchmark research on business technology innovation, organizations ranked analytics the number-one priority (for 39%) among six technology trends. Big data, perhaps because it is a more technical concept, ranked fifth, with 11 percent of organizations calling it a top innovation priority. But in this time of global business, nonstop communications and fierce competition, more...

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Topics: Big Data, Predictive Analytics, Human Capital, IT Research, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Information Applications, Talent Management


When I last reviewed contact center vendor Zeacom it was in the process of being acquired by Enghouse Interactive, with its primary goal being a more global presence. At the time Zeacom’s main selling points were support for multiple channels of communication and integration with Lync, Microsoft’s unified communications software. Now the acquisition is complete (although Zeacom still seems to...

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Topics: Big Data, Customer Experience, Operational Performance, Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics


Informatica and Exterro have announced a partnership in the market for discovery of electronic data and documents (known as e-discovery). Exterro has made its reputation in e-discovery workflow and legal holds management while Informatica is a leader in data integration that our Value Index finds as the top and Hot rated provider. The partnership is designed to provide users of Exterro’s Fusion...

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Topics: Sales Performance, Office of Finance, eDiscovery, Exterro, Operational Performance, Business Performance, Data Governance, Data Management, Financial Performance, Informatica, Information Applications, Information Management, Workforce Performance, compliance, Data, Information, Risk


Tidemark announced the release of the Fall 2013 version of its eponymous cloud-based application that my colleague assessed earlier in 2013. This new release adds capabilities for labor planning and expense management as well profitability modeling and analysis. These two areas of planning and analysis are common to all businesses. The new release adds features that enhance the software’s ability...

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Topics: Big Data, Performance Management, Planning, Predictive Analytics, Sales Performance, Supply Chain Performance, Office of Finance, Reporting, Controller, Operational Performance, Analytics, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, In-memory, Workforce Performance, CFO, Tidemark, Financial Performance Management, financial reporting, FPM, Integrated Business Planning


QlikTech executives unveiled the future of what I cover in business analytics at its recent industry analyst summit in what they framed as natural analytics and how it underlies the company’s next major release in 2014, and with what they call QlikView.Next which they have outlined publicly. Anthony Deighton, SVP Products and Donald Farmer, VP of Product Management, did most of the talking, but...

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Topics: QlikView, discovery tools, IT Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Information Applications, Qlik


I recently attended an IBM event about its new social business products and services. I was skeptical at first: I have seen another vendor’s “social enterprise” come and go, and although companies need to address customer use of social media, I don’t think “social” is the path businesses should take; it is more to do with collaboration. However, I quickly learned that IBM sees things rather...

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Topics: Big Data, Customer Analytics, Customer Experience, Customer Feedback Management, Speech Analytics, Self-service, Operational Performance, Analytics, Business Collaboration, Business Performance, Cloud Computing, Customer & Contact Center, Customer Service, Financial Performance, Workforce Performance, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


Business planning is a new software category. These applications enable senior executives to integrate all the plans of business units into a single, integrated view, which helps them have more accurate plans, do more insightful what-if planning, achieve greater agility in reacting to changing business and economic conditions, and execute plans in a more coordinated fashion than was possible....

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Topics: Big Data, Performance Management, Planning, Predictive Analytics, Office of Finance, Reporting, Budgeting, Controller, Operational Performance, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Financial Performance, In-memory, Workforce Performance, CFO, Financial Performance Management, financial reporting, FPM, Integrated Business Planning


Oracle continues to enrich the capabilities of its Hyperion suite of applications that support the finance function, but I wonder if that will be enough to sustain its market share and new generation of expectations. At the recent Oracle OpenWorld these new features were on display, and spokespeople described how the company will be transitioning its software to cloud deployment. Our 2013 ...

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Topics: Big Data, Mobile, Planning, Social Media, ERP, Human Capital Management, Modeling, Office of Finance, Reporting, Budgeting, close, closing, Consolidation, Controller, driver-based, Finance Financial Applications Financial Close, Hyperion, IFRS, Tax, XBRL, Analytics, Business Analytics, Business Intelligence, Business Performance, CIO, Cloud Computing, Financial Performance, In-memory, Oracle, CFO, compliance, Data, benchmark, Financial Performance Management, financial reporting, FPM, GAAP, Integrated Business Planning, Price Optimization, Profitability, SEC Software


The 2013 Oracle OpenWorld in San Francisco was unique in several ways. Against the background of the America’s Cup yacht races on the bay, which Team Oracle won in an amazing comeback, this was the first year in which OpenWorld dedicated a separate track to the full aspects of human capital management (HCM). This emphasis helped to demonstrate Oracle’s increased commitment to HCM. That and...

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Topics: Big Data, Sales Performance, Social Media, Supply Chain Performance, Gamifiacation, HCM, OpenWorld, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Oracle, Workforce Performance


Two years ago I wrote about communications in the cloud taking over the annual U.K. contact center event Call Centre Expo. Now that dominance is almost complete. At one point at this year’s event I was standing at the center of the show floor and without taking a step I spotted 11 vendors all offering some form of communications in the cloud. This term includes all the systems that manage the...

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Topics: Big Data, Social Media, Customer Analytics, Customer Experience, Customer Feedback Management, Speech Analytics, Analytics, Business Analytics, Business Collaboration, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


Business planning as practiced today is a relic, a process hemmed in by obsolete conceptions of what it should be. I use the term “business planning” to encompass all of the forward-looking activities in which companies routinely engage, including, for example, sales, production and head-count planning as well as budgeting. Companies need to take a fresh view of all these, adopting a new approach...

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Topics: Big Data, Planning, Predictive Analytics, Sales Performance, Social Media, Supply Chain Performance, Office of Finance, Reporting, Budgeting, Controller, Operational Performance, Business Performance, Financial Performance, In-memory, Workforce Performance, CFO, Financial Performance Management, financial reporting, FPM, Integrated Business Planning


We recently issued our 2013 Value Index on Financial Performance Management. Ventana Research defines financial performance management (FPM) as the process of addressing the often overlapping people, process, information and technology issues that affect how well finance organizations operate and support the activities of the rest of their organization. FPM deals with the full cycle of finance...

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Topics: Mobile, Planning, Predictive Analytics, Office of Finance, Budgeting, closing, Consolidation, contingency planning, Analytics, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Financial Performance, CFO, Value Index, Financial Performance Management


Verint has been a major player in the workforce optimization and voice of the customer (VoC) feedback markets for several years. As I noted in a previous analysis, its major challenges stem from the fact that its product portfolio has come about largely through a series of acquisitions, which has led to integration and user interface issues. Verint has been steadily addressing these by taking an ...

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Topics: Customer Analytics, Customer Experience, Customer Feedback Management, Speech Analytics, Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, Text Analytics



Nexidia is best known as a vendor of speech analytics. It was one of the first in this market, and a key differentiator is that its product uses phonetics to identify words and phrases embedded in recordings of phone calls. This capability has the advantage over standard word and phrase spotting because users don’t have to create a dictionary of words they want to spot. Thus the software can...

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Topics: Big Data, Customer Analytics, Customer Experience, Speech Analytics, Analytics, Business Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


Pentaho recently announced Pentaho 5.0 which represents a major advancement for this supplier of business analytics and data integration software as well as for the open source community to which it contributes and supports. In fact, with 250 new features and enhancements in the 5.0 release, it’s important not to lose the forest for the trees. Some of the highlights are a new user interface that...

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Topics: Big Data, Pentaho, IT Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Data Integration, Information Applications, Information Management


Enterprise resource planning (ERP) systems emerged in the 1990s. Even though they don’t do much in the way of planning, the systems provide companies a means of centralizing and consolidating transaction data collection (such as purchase orders, inventory movements and depreciation), automating the management of processes, and handling the bookkeeping and financial record keeping for these...

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Topics: Mobile, SAP, Social Media, Supply Chain Performance, ERP, Operational Performance, Analytics, Business Collaboration, Business Performance, Cloud Computing, Financial Performance, Oracle, CFO, Infor, Workday, Social, FPM, Intacct


ResponseTek is a well-established player in the marketing and customer feedback markets. It has four products that cover market research, customer feedback, knowledge management and media monitoring, that enable companies to capture comments made on public sites, typically social media-based. Its customer feedback products support creation, collection and analysis of feedback through multiple...

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Topics: Customer Analytics, Customer Experience, Customer Feedback Management, Speech Analytics, Self-service, Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, Text Analytics


In his keynote speech at the sixth annual Tableau Customer Conference, company co-founder and CEO Christian Chabot borrowed from Steve Jobs’ famous quote that the computer “is the equivalent of a bicycle for our minds,” to suggest that his company software is such a new bicycle. He went on to build an argument about the nature of invention and Tableau’s place in it. The people who make great...

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Topics: Sales Performance, IT Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, CIO, Cloud Computing, Customer & Contact Center, Information Applications, Information Management, Location Intelligence, Visualization, Data


Ventana Research believes that in today’s highly competitive markets the most important factor is the customer experience, or to be more precise, the way agents handle customer interactions and their outcomes from the perspectives of both customers and businesses. Our research on the contact center in the cloud shows that to reach customers organizations are deploying channels of interaction...

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Topics: Big Data, Customer Experience, Analytics, Business Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics


Technology for the Office of Finance can have transformative power. Although progress has been slow at times, today’s finance organizations are fundamentally different from those of 50 years ago. For one thing, they require far fewer resources (chiefly people) to perform basic accounting, treasury and corporate finance tasks. In addition, public corporations report results sooner – sometimes...

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Topics: ERP, GRC, Office of Finance, audit, finance transformation, Tax, Analytics, Business Analytics, Business Intelligence, Business Performance, Financial Performance, CFO, Vertex, FPM, Innovation Awards


In my last review of CallCopy I wrote that it was moving further from its origin as a call recording vendor by expanding its product range to include workflow optimization applications such as quality monitoring, workforce management, coaching, agent-related analytics, customer satisfaction survey management and capture of non-voice interactions. During a recent briefing I learned that CallCopy...

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Topics: Big Data, Customer Analytics, Customer Experience, Speech Analytics, Analytics, Business Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


R, the open source programming language for statistics and graphics, has now become established in academic computing and holds significant potential for businesses struggling to fill the analytics skills gap. The software industry has picked up on this potential, and the majority of business intelligence and analytics players have added an R-oriented strategy to their portfolio. In this context,...

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Topics: Big Data, Predictive Analytics, Analytics, Business Analytics, Business Intelligence, Customer & Contact Center, Information Applications, Information Management


Enkata, as I wrote not long ago is continuing to expand the range and capabilities of its products for optimizing employee actions while maintaining a firm foothold in analytics for the contact center and agents. Its latest release, Action Center, maintains this position with a focus on improving employee performance.

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Topics: Customer Analytics, Customer Experience, Speech Analytics, Enkata, Operational Performance, Analytics, Business Analytics, Business Performance, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, Desktop Analytics, Text Analytics


Our benchmark research on the contact center in the cloud shows that today organizations have to support more channels of interaction with their customers in order to provide superior customer service. This places pressure on companies to find systems that provide integrated management of communications channels at affordable prices, are easily managed and accessible with the skills their...

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Topics: Salesforce.com, Customer Analytics, Customer Experience, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Corvisa Cloud


The need to be effective in the marketing, selling, manufacturing, distributing, and sourcing products requires more consistent and higher quality product information. This is where product information management (PIM) has great potential, and as I have attested is the responsibility of business to lead the process and technology improvements. Of course for PIM to be efficient IT needs to support...

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Topics: Big Data, Sales, Sales Performance, Supply Chain Performance, Operational Performance, Customer & Contact Center, Information Applications, Information Management, Commerce, Product Information Management, Supply Chain


In the realm of technology that matters for business and IT, our firm as part of our responsibility continually assesses the latest technology and how it can impact organizations’ efficiency and effectiveness. Our benchmark research in technology innovation found that 87% of participants indicated the importance of increasing the organization’s value through technology innovation. Every year we...

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Topics: Big Data, Datameer, Mobile, Sales, Sales Performance, Social Media, Supply Chain Performance, Sustainability, Customer, ESRI, Globoforce, GRC, HCM, Kronos, Kyriba, Location Analytics, Marketing, NetBase, Office of Finance, Overall Operational Leadership, Peoplefluent, Planview, SQLstream, VMWare, VPI, IT Analytics & Performance, IT Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, CIO, Cloud Computing, Collaboration, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Hortonworks, IBM, Informatica, Information Applications, Information Builders, Information Management, Information Technology, KXEN, Location Intelligence, Operational Intelligence, Oracle, Workforce Performance, Contact Center, Datawatch, Financial Management, Information Optimization, Johnson Controls Panoptix, Roambi, Service & Supply Chain, Upstream Works, Vertex, Xactly


As a new generation of business professionals embraces a new generation of technology, the line between people and their tools begins to blur. This shift comes as organizations become flatter and leaner and roles, context and responsibilities become intertwined. These changes have introduced faster and easier ways to bring information to users, in a context that makes it quicker to collaborate,...

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Topics: Big Data, Data Scientist, Sales Performance, Supply Chain Performance, IT Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, CIO, Customer & Contact Center, Data Management, Financial Performance, Information Applications, Information Management, Workforce Performance, Data


Many finance executives want to improve their department’s effectiveness in order to play a more strategic role in their company. However, frequently they find at least three serious challenges to achieving this sort of finance transformation. One is that too much time and resources are devoted to purely mechanical tasks. Another is that the information executives need is not always available...

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Topics: Predictive Analytics, Office of Finance, Controller, credit, debt, Kyriba Financial Performance Management, Analytics, Business Performance, Financial Performance, CFO, cash management


The market for customer analytics continues to grow as organizations realize the current competencies and technology are not aligned to the priority of providing the best possible customer experience through supporting business processes. At the same time those organizations that have invested and continue to improve in this area are taking advantage of why I call a new generation of customer...

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Topics: Social Media, alteryx, Customer Analytics, Customer Experience, Speech Analytics, Voice of the Customer, Operational Performance, Analytics, Business Analytics, Cloud Computing, Collaboration, Customer & Contact Center, Call Center, Contact Center, Contact Center Analytics, Desktop Analytics, Text Analytics


It has become evident from the advancements we’ve seen in the business analytics market that the use of visualization is now becoming mainstream. In my analysis of the market last year I wrote about the pathetic state of dashboards, where the assumption in the business intelligence software industry is that placing four to six charts or tables of data in a screen and publishing to business users...

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Topics: IT Performance, Analytics, Business Analytics, Business Intelligence, Information Applications, Information Management, Location Intelligence, Operational Intelligence, Visualization


In recent months I have been asked a straightforward question by several clients: How do you define big data in the context of human capital management? More specifically, the question isn’t so much about the classic definition of big data – which includes the storage and use of high volume of data, high velocity of data and high variety of data, commonly known as the 3Vs – but really has two...

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Topics: Big Data, Predictive Analytics, Social Media, HCM, analytical discovery, Business Analytics, Business Intelligence, Workforce Performance


Because of its impact on the Office of Finance, I’ve written in the past aboutthe proposed timeline and IT implications of the convergence of U.S. Generally Accepted Accounting Principles (U.S. GAAP) and the International Financial Reporting Standards (IFRS). While the bottom-line differences between U.S. GAAP and IFRS are likely to be minimal for most businesses, some aspects of the convergence...

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Topics: GRC, Office of Finance, control, error, IFRS, Business Performance, Financial Performance, Governance, Risk & Compliance (GRC), CFO, Financial Performance Management, GAAP


The last time I was briefed by Confirmit it had just acquired CustomerSat and, in addition to undergoing a number of internal developments, was transitioning from supporting market research, customer and employee feedback to focusing more on voice of the customer (VOC). One of its key differentiators has been its ability to combine market research, customer and employee feedback to close the loop...

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Topics: Sales Performance, Customer Analytics, Customer Experience, Customer Feedback Management, Voice of the Customer, Operational Performance, Analytics, Customer & Contact Center, Customer Service, Call Center, Contact Center, CRM, Text Analytics, Confirmit


This is the beginning of the season when companies that are on a calendar year begin their strategic and long-term planning. Ventana Research performed an extensive investigation in this area with our long-range planning benchmark research. Strategic and long-range planning is a process and discipline that companies use to determine the best strategy for succeeding in the markets they serve and...

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Topics: Big Data, Master Data Management, Performance Management, Planning, Sales Performance, Supply Chain Performance, Human Capital Management, Office of Finance, Reporting, Budgeting, dashboard, Operational Performance, Analytics, Business Performance, Customer & Contact Center, Financial Performance, Workforce Performance, CFO, Data, CEO, Financial Performance Management, FPM


NICE Systems is well known in the contact center market for its suite of workforce optimization products. However, over the past several months it has gradually been expanding out of the pure-play contact center market into back-office and mobile applications, as well as the broader market of customer interaction handling. My research on the contact center in the cloud shows that customer...

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Topics: Social Media, Customer Analytics, Customer Experience, NICE Systems, Speech Analytics, Voice of the Customer, Analytics, Business Analytics, Business Intelligence, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, CRM, Desktop Analytics, Text Analytics


Earlier this year I wrote that Verint Systems, which makes workforce optimization and analytics products for customer engagement, has changed its focus from individual product capabilities to packaged business solutions that include specifically configured versions of its products. The first of those was real-time personalized guidance; it uses several of the company’s Impact 360 workforce...

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Topics: Customer Analytics, Customer Experience, Customer Feedback Management, Speech Analytics, Voice of the Customer, Operational Performance, Analytics, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Verint, Workforce Force Optimization


A few months ago, I wrote an article on the four pillars of big data analytics. One of those pillars is what is called discovery analytics or where visual analytics and data discovery combine together to meet the business and analyst needs. My colleague Mark Smith subsequently clarified the four types of discovery analytics: visual discovery, data discovery, information discovery and event...

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Topics: Datameer, SAP, Splunk, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, IBM, Information Applications, Information Builders, Operational Intelligence, Oracle, Data Discovery, Information Discovery


Ventana Research has just released its 2013 Value Index for Agent Desktop Management, in which we evaluate the competency and maturity of vendors and products that support the management of the desktop systems that agents use to handle customer interactions. Our firm has researched this software category for many years, and our benchmark research into customer service and the agent desktop shows...

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Topics: Salesforce.com, Customer Experience, NICE Systems, Cincom, Genesys, Jacada, Kana, Operational Performance, Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, Upstream Works, OpenSpan


IBM’s SPSS Analytic Catalyst enables business users to conduct the kind of advanced analysis that has been reserved for expert users of statistical software. As analytic modeling becomes more important to businesses and models proliferate in organizations, the ability to give domain experts advanced analytic capabilities can condense the analytic process and make the results available sooner for...

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Topics: analytic catalyst, driver analysis, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, IBM, SPSS


The spreadsheet is one of the five most important advances in business management over the last 50 years. It has changed all aspects of running an organization. It was the original “killer app” that made people go out and buy personal computers. So you see I’m enthusiastic about spreadsheets, but I realize they have limits that must be respected to work efficiently. One of the more important...

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Topics: Sales Performance, Supply Chain Performance, Office of Finance, Reporting, enterprise spreadsheet, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Information Applications, Information Management, Visualization, Workforce Performance, Risk, benchmark, Financial Performance Management


Pricing and profit margins appear to be trending topics, which is normal at this stage of the business cycle. North American companies achieved high levels of profitability coming out of the last recession by staying lean, but this trend has run its course. Margins are being squeezed, and companies are looking for ways to add to the bottom line.

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Topics: Planning, Sales, Sales Performance, Office of Finance, Operational Performance, Analytics, Business Performance, Financial Performance, costing, FPM, Price Optimization, Profitability, S&OP


People who don’t spend much time analyzing the software market may have trouble understanding the differences between products in a given software category or the difference between two categories. This happens because vendors and commentators use the same words to describe different depths of functionality and degrees of comprehensiveness in one type of application. As well, there can be...

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Topics: Performance Management, Sales Performance, Supply Chain Performance, Office of Finance, dashboard, PRO, Operational Performance, Business Analytics, Business Performance, Financial Performance, CFO, Supply Chain, CEO, demand management, FPM, S&OP


Mercer is a global consulting company that has more than 19,000 employees in more than 40 countries. One of the company’s major consulting practices is talent management. My colleague Mark Smith assessed Mercer’s survey delivery product WIN for compensation management in September 2011. Mercer recently held an analyst day in Boston where speakers discussed the launch of a new internal group...

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Topics: MicroStrategy, Mercer, Towers Watson Talent Management, Analytics, Business Analytics, Workforce Performance, Compensation


Actuate recently announced BIRT Analytics Version 4.2, part of its portfolio of business intelligence software. The new release includes several techniques used by analytics professionals placed behind a user-friendly interface that does not require advanced knowledge of statistics. Beyond the techniques themselves, release 4.2 focuses on guiding users through processes such as campaign analytics...

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Topics: Sales Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Customer & Contact Center, Data Discovery


Enkata used to focus its products on improving agent performance in the contact center. It has gradually expanded that focus to include improving the performance of workers in the back office, an effort that has culminated in a suite of products that help companies improve processing of healthcare claims.

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Topics: Customer Experience, Enkata, Operational Performance, Business Analytics, Business Intelligence, Customer & Contact Center, Call Center, Contact Center, Desktop Analytics, Workforce Force Optimization


PivotLink is a cloud-based provider of business intelligence and analytics that serves primarily retail companies. Its flagship product is Customer PerformanceMETRIX, which I covered in detail last year. Recently, the company released an important update to the product, adding attribution modeling, a type of advanced analytic that allows marketers to optimize spending across channels. For...

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Topics: Retail Analytics, Sales Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, PivotLink


Datameer , a Hadoop-based analytics company, had a major presence at recent Hadoop Summit, led by CEO Stephan Groschupf’s keynote and panel appearance. Besides announcing its latest product release, which is an important advance for the company and its users, Datameer’s outspoken CEO put forth contrarian arguments about the current direction of some of the distributions in the Hadoop ecosystem.

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Topics: Big Data, Datameer, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Information Applications, Strata+Hadoop


Hadoop Summit is the biggest event on the West Coast centered on Hadoop, the open source technology for large-scale data processing. The conference organizers, Hortonworks, estimated that more than 2,400 people attended, which if true would be double-digit growth from last year. Growth on the supplier side was even larger, which indicates the opportunity this market represents. Held in Silicon...

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Topics: Big Data, IT Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Operational Intelligence, Strata+Hadoop


Anyone who follows salesforce.com is used to surprises, but over the last couple of months the company has come up with some that go beyond the usual. It rebranded the recent user conference in London as a customer company event. This follows from changing its messaging to urge every company to become a customer company not a social company. The event itself was everything we have come to expect,...

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Topics: Sales, Sales Performance, Social Media, Customer Experience, Social CRM, Voice of the Customer, Mobile Apps, Self-service, Operational Performance, Analytics, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Information Applications, Call Center, Contact Center, CRM


Along with other aspects of the finance organization, there’s increasing emphasis on having the treasury function play more of a strategic role in the organization. Typically, Treasury is charged with keeping track of and managing cash. Especially in larger organizations, this can be complicated because of multiple bank accounts, complex financing requirements and many methods of receiving and...

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Topics: Predictive Analytics, Office of Finance, Controller, credit, debt, Analytics, Business Performance, Financial Performance, CFO, cash management, Financial Performance Management


To strengthen its position in both core talent management and the social form of it, Peoplefluent has purchased a video collaboration platform and enhanced its existing recruiting products. My colleague Mark Smith wrote about Peoplefluent’s evolution toward a social talent management platform with its acquisition of Socialtext. In addition, our firm selected Peoplefluent’s customer Citrix for the...

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Topics: Social Media, Customer Experience, HCM, Peoplefluent, Recruiting, Business Collaboration, Collaboration, Workforce Performance



Roambi, a supplier of mobile analytics and visualization software, announced the release of a cloud-based version of its product, which allows the company to move beyond the on-premises approach where it is established and into the hands of more business users. Roambi Business enables users to automate data import, create models and refresh data on demand. Furthermore, the company announced a ...

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Topics: Mobile, Sales Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Operational Intelligence, Roambi


Predictive analytics in an inherently difficult task and often takes specialized skills. While not easy, the business results of predictive analytics can be significant. 68% of companies say they use predictive analytics to create competitive advantage while 55% say that they increase revenue. KXEN is a software company that specializes in making predictive analytics easier to use by automating...

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Topics: Predictive Analytics, Sales Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Information Applications, KXEN, Operational Intelligence, commodity models


Cornerstone OnDemand is a vendor of cloud-based systems for talent management. In February I covered the launch of its Cornerstone for Salesforce application and its announcement of annual earnings. Cornerstone has approximately 1,300 clients and 11 million users in companies with on average 9,000 employees. The company released its financial results for the first quarter of 2013 in May, showing...

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Topics: Social Media, HCM, Business Intelligence, Cloud Computing, Workforce Performance, Cornerstone OnDemand, Talent Management, Project Management


Cisco Systems has announced its intent to acquire Composite Software, which provides data virtualization to help IT departments interconnect data and systems; the purchase is scheduled to complete in early August. Cisco of course is known for its ability to interconnect just about anything with its networking technology; this acquisition will help it connect data better across networks. Over the...

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Topics: Big Data, Networking, IT Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Data Management, Information Applications, Information Management, Cisco, Composite Software, Data, Data Virtualization, Information Optimization, Internet of Everything, Strata+Hadoop


IBM’s Big Data and Analytics Analyst Insights conference started me thinking about the longer-term potential impact of big data and related technologies on business management. I covered some of the near-term uses of big data and analytics in an earlier perspective. There are numerous uses of big data that can provide incremental improvements to existing processes and practices. Some of these...

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Topics: Big Data, Planning, Predictive Analytics, Management, Budgeting, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, IBM, Information Management, decision, FPM, Watson


Users of big data analytics are finally going public. At the Hadoop Summit last June, many vendors were still speaking of a large retailer or a big bank as users but could not publically disclose their partnerships. Companies experimenting with big data analytics felt that their proof of concept was so innovative that once it moved into production, it would yield a competitive advantage to the...

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Topics: Big Data, Datameer, Sales Performance, SAS, Supply Chain Performance, Teradata, alteryx, IT Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), IBM, Information Applications, Location Intelligence, Operational Intelligence, Workforce Performance, Strata+Hadoop


Business analytics can help organizations use data to find insights that lead to new opportunities and address issues unrecognized before. One player in this market is Datawatch, known for its tools for information optimization and harvesting value from big data including content and documents. I assessed the company earlier this year, and recently our firm recognized its customers’ achievements...

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Topics: Big Data, Sales Performance, SAP, Supply Chain Performance, GRC, Office of Finance, Panopticon, Operational Performance, Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Information Applications, Information Management, Operational Intelligence, CEP, Datawatch, Discovery, Information Optimization, SAP HANA


I recently attended SAS’s European analyst event, where I went to focus on new developments around customer intelligence, an application of big data that SAS includes in its high-performance analytics and visual analytics. SAS offers an amazing number and range of products that is hard to keep track of, so I was glad to get a sense that now it is focusing more on business solutions built with...

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Topics: SAS, Social Media, Customer Analytics, Customer Experience, Customer Feedback Management, Social CRM, Speech Analytics, Voice of the Customer, Mobile Apps, Self-service, Analytics, Business Analytics, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Unified Communications, Workforce Force Optimization


Information management is important to every line of business that seeks to improve its business processes and decision-making. In response to pressure from those departments, CIOs and IT organizations must examine whether they have focused enough on the I for information and not just the T for technology, and if they have not, commit to taking this responsibility more seriously than in the past....

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Topics: Data Quality, Master Data Management, PowerCenter, Operational Performance, Analytics, Business Analytics, Business Performance, CIO, Cloud Computing, Data Integration, Information Applications, Information Management, Information Optimization, Vibe


Information Builders  (IBI) was highest ranked vendor in Ventana Research’s Business Intelligence Value Index for 2012. The combination of data integration, business analytics, visual and data discovery and performance management software in a single framework allows the company to address a range of both IT and business user needs and gives it a measure of advantage in an intensely competitive...

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Topics: Big Data, Social Media, IT Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Builders, Information Management, Location Intelligence, Operational Intelligence


IBM hosted the Big Data and Analytics Analyst Insights conference in Toronto recently to emphasize the strategic importance of this topic to the company and to highlight recent and forthcoming advancements in its big data and analytics software. Our firm followed the presentations with interest. My colleagues Mark Smith and Tony Cosentino have commented on IBM’s execution of its big data strategy...

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Topics: Big Data, Sales Performance, Office of Finance, MRO, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, IBM, Location Intelligence, Operational Intelligence, FPM, Maximo, TM1, Watson


Planview recently announced general availability of Planview Enterprise 11. The new release enhances the user experience through a comprehensive redesign of the interface to promote ease of use. The changes are intended to facilitate an integrated approach to long-range planning of capital projects and major corporate initiatives across departments. There’s an important difference between...

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Topics: Big Data, Performance Management, Planning, Sales Performance, Supply Chain Performance, Office of Finance, Planview, Reporting, FEI, FERF CEO, Operational Performance, Business Performance, Financial Performance, CFO, Financial Performance Management, FPM


In never ceases to amaze me, the number of new terms and acronyms the contact center market generates. Just as everyone is getting used to the fact that customers interact with companies through multiple communication channels (multichannel for short), someone invents the term omnichannel and we all have to get our heads around what this means. My research into the contact center in the cloud...

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Topics: Sales Performance, Social Media, Customer Experience, Social CRM, Voice of the Customer, Echopass, Enghouse interactive, Five9, LiveOps, Mobile Apps, NewVoicemedia, Operational Performance, Analytics, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Contact Center, CRM, Interactive Intelligence, Unified Communications


I recently attended Vision 2013, IBM’s annual conference for users of its financial governance, risk management and sales performance management software. These three groups have little in common operationally, but they share software infrastructure needs and basic supporting software components such as reporting and analytics. Moreover, while some other major vendors’ user group meetings...

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Topics: Planning, Reporting, Budgeting, closing, XBRL, Analytics, Business Performance, Data Management, Financial Performance, IBM, CFO, Financial Performance Management, FPM, SEC, TM1, Digital Technology


Anaplan’s software is designed to help organizations across finance, sales and operations improve accuracy, timeliness and collaboration in their business analytics and planning. I recently attended the company’s first user conference, Hub 2013, in San Francisco, which featured customer success stories and latest on product information. Anaplan has built its business on the subtleties of modeling...

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Topics: Big Data, Planning, Sales Performance, Supply Chain Performance, FP&A, Modeling, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Workforce Performance, CFO, finance, Sales Planning


Sales organizations and individuals strive to reach their quotas and get paid the maximum commissions for their performance. In support of these goals, software vendor Xactly offers a suite of applications for sales performance management that operates in the cloud computing environment. An example of its success is receiving our recent 2013 Leadership Award in sales excellence for work by its...

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Topics: Sales, Sales Performance, Operational Performance, Business Performance, Customer & Contact Center, Financial Performance, Compensation, Sales Performance Management


Recently my colleague Mark Smith wrote about the IBM Watson platform. Mark is our expert on technically complex subjects like IBM Watson and‎ cognitive computing and the value it can provide to organizations and wrote an educational white paper on the topic. In fact IBM Watson was awarded the 2012 Ventana Research Technology Innovation Award. I focus on the customer and the customer experience,...

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Topics: Social Media, Customer Analytics, Customer Experience, Social CRM, Mobile Apps, Self-service, Operational Performance, Business Performance, Cloud Computing, Customer & Contact Center, Customer Service, IBM, Call Center, Cognitive Computing, Contact Center, Contact Center Analytics, CRM, IBM Watson, Text Analytics


In April Workday released version 19 of its suite of applications for human capital management (HCM), financial management and other areas. Workday’s strategy is to differentiate itself in the ERP market, specifically in competing with Oracle and SAP, by being a pure-play cloud vendor. The strategy touts specific value propositions in the system’s cost effectiveness, flexibility, and ease of use...

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Topics: Human Capital Management, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Workforce Performance, HR, Talent Management


Organizations today must manage and understand a flood of information that continues to increase in volume and turn it into competitive advantage through better decision making. To do that organizations need new tools, but more importantly, the analytical process knowledge to use them well. Our benchmark research into big data and business analytics found that skills and training are substantial...

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Topics: Data Science, Predictive Analytics, R, SAP, Analytics, Business Analytics, Business Intelligence, Business Performance, IBM, Information Applications, Operational Intelligence, Oracle


Much is being written about the impact of social media on customer service, although my research into the agent desktop shows it hasn’t reached the fever pitch that many commentators would have us believe. It is true that the number of consumers using social media and as a consequence the volume of posts are astronomical. But I wonder how many of these posts actually have to do with customer...

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Topics: Social Media, Customer Analytics, Customer Experience, Social CRM, Analytics, Business Collaboration, Cloud Computing, Collaboration, Customer Service, Call Center, Contact Center, Contact Center Analytics, Unified Communications, Social Media Analytics, SoCoCare


At this year’s annual SAP user conference, SAPPHIRE, the technology giant showed advances in its cloud and in-memory computing efforts. It has completed the migration of its conventional application suite and portfolio of tools to operate on SAP HANA, its in-memory computing platform, and made improvements in its cloud computing environment, SAP HANA Enterprise Cloud. The last time I analyzed SAP...

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Topics: Big Data, Predictive Analytics, SAP, Social Media, Supply Chain Performance, Teradata, Mobile Technology, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), HP, Information Applications, Information Management, Workforce Performance, CFO, CMO, SAP EPM, SAP HANA, SAP Lumira, SAPPHIRE, Tagetik


One of the most important ongoing challenges in human capital management is to do master data management (MDM) of core human resources information more effectively. This challenge is often most complex for large organizations that have operations spread around the globe and HR management systems in each country or each operating division. To address this issue, SumTotal Systems recently announced...

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Topics: Master Data Management, Social Media, HCM, Business Analytics, Business Intelligence, Business Performance, Financial Performance, Information Management, Workforce Performance, Workforce Analytics, HR Management(HRMS), SumTotal


At its recent user conference, Interactions 2013, Interactive Intelligence (Nasdqaq: ININ) showcased its extensive product portfolio and its ambitious plans to improve the products both technically and functionally. I have written more than once about the complexities of building a contact center, which is getting even more complex as companies begin to support more channels of interaction as...

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Topics: Sales Performance, Social Media, Customer Analytics, Customer Experience, Customer Feedback Management, Social CRM, Speech Analytics, Voice of the Customer, Mobile Apps, Self-service, Operational Performance, Analytics, Business Analytics, Business Collaboration, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Interactive Intelligence, Text Analytics, Unified Communications, Workforce Force Optimization


Microsoft has been steadily pouring money into big data and business intelligence. The company of course owns the most widely used analytical tool in the world, Microsoft Excel, which our benchmark research into Spreadsheets in the Enterprise shows is not going away soon. User resistance (cited by 56% of participants) and lack of a business case (50%) are the most common reasons that spreadsheets...

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Topics: Big Data, Microsoft, Tableau, IT Performance, Microsoft Office, Microsoft Powerpoint, Operational Performance, Business Analytics, Business Intelligence, Business Performance, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Hortonworks, Information Applications, Location Intelligence, Microsoft Excel, azure, HDinsights


When it comes to today’s customers, companies have to be smart if they are going to anticipate and meet new customer expectations. These days IBM talks about doing most things in “smart” ways. Recently I was briefed on IBM’s Smart Customer Analytics, but it took me quite a while to find information about it on the company’s not-so-smart website. Surprisingly since business analytics is so...

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Topics: Sales Performance, Customer Analytics, Customer Experience, Voice of the Customer, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Customer Service, IBM, Information Applications, Information Management, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


Finance departments don’t immediately come to mind in conversations about social collaboration technology. Most of the software used for social collaboration that I’ve seen demonstrated focuses on the sales process or for broader employee engagement. The Facebook-style interface may cause finance department managers and executives to roll their eyes, especially if they’re over 40 years old. Yet...

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Topics: Customer Experience, ERP, communications, Operational Performance, Business Collaboration, Business Performance, Cloud Computing, Collaboration, Financial Performance, Workforce Performance, CRM, Social, FPM


Teradata recently gave me a technology update and a peek into the future of its portfolio for big data, information management and business analytics at its annual technology influencer summit. The company continues to innovate and build upon its Teradata 14 releases and its new processing technology. Since my last analysis of Teradata’s big data strategy, it has embraced technologies like Hadoop...

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Topics: Big Data, MicroStrategy, SAS, Tableau, Teradata, Customer Excellence, Operational Performance, Analytics, Business Analytics, Business Intelligence, CIO, Cloud Computing, Customer & Contact Center, In-Memory Computing, Information Applications, Information Management, Location Intelligence, Operational Intelligence, CMO, Discovery, Intelligent Memory, Teradata Aster, Strata+Hadoop


In some parts of the world, bribing government officials is still considered a normal cost of doing business. Elsewhere there has been a growing trend over the past 40 years to make it illegal for a corporation to pay bribes. In the United States, Congress passed the Foreign Corrupt Practices Act (FCPA) in 1977 in the wake of a succession of revelations of companies paying off government...

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Topics: SAP, ERP, Governance, GRC, bribery, Operational Performance, Business Analytics, Business Performance, Financial Performance, Governance, Risk & Compliance (GRC), IBM, Operational Intelligence, Oracle, CFO, compliance, FPM, Oversight Systems


At this year’s Global Pricing Forum, host Nomis Solutions announced the availability of its Discretion Manager software, which supports dynamic price negotiations. The annual event brings together thought leaders and practitioners interested in pricing. Nomis currently has 17 of the largest 100 banks as customers. With more customers, this year’s event had larger attendance than last year’s.

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Topics: Big Data, Sales, Sales Performance, Office of Finance, credit, financial analytics, Nomis Solutions, PRO, Operational Performance, Analytics, Business Analytics, Business Performance, Financial Performance, banking, Financial Services


Information technology for business is changing rapidly as organizations demand innovation to help them discover insights and facts. Our research into business technology innovation found analytics to be the top priority in 39 percent of organizations. Businesses feel pressure to be better, faster and smarter in operating processes, and understanding their various types of information is a key to...

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Topics: Big Data, Sales Performance, Supply Chain Performance, Event discovery, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, CIO, Customer & Contact Center, Financial Performance, Information Applications, Information Management, Location Intelligence, Operational Intelligence, Visualization, Workforce Performance, Data, Data Discovery, Information Discovery


I attended the 2013 Ceridian’s analyst day in Chicago to hear about and evaluate the progress the company has made over the last year and see the latest updates to its products since our firm last commented on them. Last September my colleague Mark Smith assessed Ceridian’s workforce management product Dayforce. As well we selected Ceridian’s customer Guitar Center for the 2013 Ventana Research...

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Topics: Social Media, HCM, Office of Finance, Business Collaboration, Cloud Computing, Ceridian, HR, HRMS, Talent Management, Workforce Management


Our benchmark research found in business technology innovation that analytics is the most important new technology for improving their organization’s performance; they ranked big data only fifth out of six choices. This and other findings indicate that the best way for big data to contribute value to today’s organizations is to be paired with analytics. Recently, I wrote about what I call the ...

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Topics: Big Data, MicroStrategy, Tableau, Teradata, alteryx, IT Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Governance, Risk & Compliance (GRC), IBM, Information Applications, Information Management, Operational Intelligence, Oracle


I was recently at Oracle Analyst World which is the vendor’s annual gathering of technology industry analysts. Its executives and others in the products organization deliver the latest news on where the titan is focusing efforts to expand its technology and markets. This year, against the background of the consumer and business markets embracing mobile and cloud computing, Oracle is working to...

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Topics: Big Data, Mobile, Sales Performance, Social Media, Supply Chain Performance, Social Collaboration, IT Performance, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Location Intelligence, Operational Intelligence, Oracle, Workforce Performance, CFO, COO


I recently attended NICE Systems’ annual user conference, this year called Interactions 2013. In discussions of its different products and latest releases and testimonials from selected clients, I was surprised by how the messages were packaged. NICE has a long history of acquiring companies, and it has let many of them continue to operate as autonomous lines of business. Often there was minimal...

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Topics: Social Media, Customer Analytics, Customer Experience, Customer Feedback Management, NICE Systems, Social CRM, Speech Analytics, Voice of the Customer, Mobile Apps, Self-service, Operational Performance, Analytics, Business Analytics, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Unified Communications, Workforce Force Optimization


Responding to the trend that businesses now ask less sophisticated users to perform analysis and rely on software to help them, Oracle recently announced a new release of its flagship Oracle BI Foundational Suite (OBIFS 11.1.1.7) as well as updates to Endeca, the discovery platform that Oracle bought in 2011. Endeca is part of a new class of tools that bring new capabilities in information...

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Topics: Big Data, Sales Performance, Social Media, Supply Chain Performance, endeca, IT Performance, OBIEE, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Customer & Contact Center, Exalytics, Financial Performance, Information Applications, Information Management, Location Intelligence, Oracle, Workforce Performance


At this year’s Inforum user group conference, Infor representatives showed the progress the organization has made since last year in transforming itself from a ragbag of mostly small, often obsolete software companies to a competitive vendor of a modern enterprise management software suite. Infor was created by private equity investors employing a “rollup” strategy, aimed at combining smaller...

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Topics: Big Data, Mobile, Planning, Sales Performance, Social Media, Supply Chain Performance, GRC, Office of Finance, Budgeting, closing, IT Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Collaboration, Customer & Contact Center, Financial Performance, Information Management, Workforce Performance, CFO, Infor, Risk, FPM, SEC


When I last wrote about Attensity I classified it as a “pure play” text analytics vendor, but the latest release of its product has lead me to revise my opinion. Its product Respond uses natural language-based analysis to derive insights from any form of text-based data and among other results can produce analyses of customer sentiment, hot issues, trends and key metrics. The product supports...

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Topics: Social Media, Customer Analytics, Customer Experience, Social CRM, Speech Analytics, Voice of the Customer, Analytics, Business Analytics, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


The International Integrated Reporting Council (IIRC) recently published a draft framework outlining how it believes businesses ought to communicate with their stakeholders. In this context the purpose of an “integrated report” is to promote corporate transparency by clearly and concisely presenting how an organization’s strategy, governance, and financial and operational performance will create...

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Topics: Sustainability, Office of Finance, closing, XBRL, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Information Applications, Information Management, financial reporting, FPM, SASB, SEC


I’ve been using spreadsheets for more than 30 years. I consider this technology tool among the five most important advances in business management of the 20th century. Spreadsheets have revolutionized many aspects of running an organization. Yet as enthusiastic as I am about them, I know the limits of desktop spreadsheets and the price we pay if we fail to respect those limits. The essential...

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Topics: Sales Performance, Supply Chain Performance, Office of Finance, Reporting, enterprise spreadsheet, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Visualization, Workforce Performance, Risk, benchmark, Financial Performance Management


Just about all the CIOs I speak with are at an inflection point in their careers. Some are just biding time before retirement, but many are emerging CIOs who are driven more by a business imperative than a technological one. Today, market and cultural pressures are forcing CIOs to move quickly and be flexible. In many ways, this is antithetical to the posture of IT, which can often be described...

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Topics: Big Data, Sales Performance, cio callenges, IT Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Governance, Risk & Compliance (GRC), Technology Innovation


Back in July I wrote about Kana’s acquisition of Ciboodle and its previous acquisition of Overtone and what seemed to be its ambitious plans to release an integrated version of the products. I went so far as to say Kana would have “something unique to offer” if it pulled off this effort. Now, almost nine months to the day, it has launched a new version of Kana Enterprise, and from what I saw in a...

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Topics: Social Media, Customer Analytics, Customer Experience, Social CRM, Voice of the Customer, Kana, Mobile Apps, Self-service, Analytics, Business Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


As most employers are aware, the Patient Protection and Affordable Care Act (PPACA or Affordable Care Act) goes into effect in January 2014 which I recently assessed the need to be technology ready. The new law was signed into law on March 23rd 2010 and with the Supreme Court decision in June of 2012 which upheld the law and the re-election of President Obama in November, the law complex...

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Topics: Equifax, eThority, HCM, Office of Finance, Obamacare, Analytics, Business Analytics, Business Intelligence, Business Performance, Financial Performance, Governance, Risk & Compliance (GRC), Information Management, Workforce Performance, TALX, Healthcare Reform


I read a lot these days about how companies should pay more attention to contact center agent or customer service representative satisfaction, as it can have an impact on customer experience and meeting key customer-related metrics. This is a far cry from the “good old days” when agents were often locked away in a dark, dismal place and told to answer as many calls as possible. My research into...

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Topics: Customer Experience, Social CRM, Operational Performance, Analytics, Business Analytics, Business Intelligence, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Workforce Force Optimization


For four years Adaptive Planning has been building out its cloud-based financial software. Starting with budgeting, planning and forecasting, it added analytics, data visualization, dashboards and alerting as well as flexible reporting and collaboration tools. It recently announced the general availability of consolidation functionality in its cloud-based suite. This addition eliminates a notable...

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Topics: Office of Finance, close, Consolidation, Controller, Business Performance, Cloud Computing, Financial Performance, CFO, Data, Financial Performance Management


Ventana Research recently completed an in-depth benchmark research project on long-range planning. As I define it, long-range planning is the formal quantification of the more conceptual strategic plan. It makes specific assumptions and expresses in numbers how a company expects its strategy will play out over time. Almost all (95%) of those participating in the research see a need to make...

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Topics: Big Data, Performance Management, Planning, Sales Performance, Supply Chain Performance, Office of Finance, Reporting, Operational Performance, Business Analytics, Business Performance, Customer & Contact Center, Financial Performance, Workforce Performance, CFO, CEO, Financial Performance Management, FPM


To comply with the Patient Protection and Affordable Care Act (PPACA or Affordable Care Act), which survived a Supreme Court test and a presidential election, all employers with more than 50 full-time employees must be ready by January 2014 to deal with the lion’s share of the law’s employer mandate requirements. Our recent benchmark research on governance, risk and compliance indicates that many...

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Topics: HCM, Office of Finance, Obamacare, Operational Performance, Business Analytics, Business Performance, Financial Performance, Information Applications, Information Management, compliance, Spreadsheets, HR Management


At the beginning of the year I wrote analyst perspective outlining why I think Salesforce.com is a vendor to watch during 2013. I followed this up with a post noting that Salesforce has shifted its headline messaging from becoming the “collaborative company” to becoming the “customer company” – a message that resonates better with me. During a recent analyst event, the theme of becoming a...

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Topics: Sales Performance, Salesforce.com, Social Media, Customer Analytics, Customer Experience, Social CRM, Voice of the Customer, Analytics, Business Analytics, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM


Last week, IBM brought industry analysts to its famed Almaden Research Center, where the company outlined its big data analytics strategy and introduced a number of new innovations. Big data is no new topic to IBM, which has for decades helped organizations store and use data. But technology has changed over those decades, and IBM is working hard to ensure it is part of the future and not just...

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Topics: Big Data, SAP, IT Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Governance, Risk & Compliance (GRC), IBM, Information Applications, Operational Intelligence, Oracle


The last time I reviewed ClickFox it was primarily focused on capturing how callers transverse IVR menus. It produced visual maps of what options callers used and thus how they navigate what can be quite complex menus, allowing users to identify the most common paths and thereby optimize these to meet common customer requirements and business needs. Since that time the market has changed...

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Topics: Social Media, Customer Analytics, Customer Experience, Speech Analytics, Voice of the Customer, Clickfox, Self-service, Analytics, Business Analytics, Business Collaboration, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics, Unified Communications


Like all analysts, I have a series of classifications to help group together vendors with similar capabilities. My challenge is to create categories that align with most users’ expectations so I don’t confuse readers when I define which category a vendor falls into. My “big five” are WFO or agent performance management (quality monitoring, workforce management, training and coaching,...

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Topics: Social Media, Customer Analytics, Customer Experience, Customer Feedback Management, Social CRM, Voice of the Customer, Mobile Apps, Self-service, Operational Performance, Analytics, Business Analytics, Business Collaboration, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Interactive Intelligence, Unified Communications


When organizations need to optimize their business processes and improve operations and decisions, the often speak of having the right information at the right time, but don’t always make that a priority. This information optimization is often thought to be expensive and time-consuming, especially with advent of big data and disparate data sources across cloud and on-premises environments, as I...

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Topics: Big Data, MapR, QlikView, Cloud Computing, Information Management, Uncategorized, Datawatch, Information Optimization


Businesses continue to try to increase productivity and simplify tasks in order to use their time smarter. Our recent business technology innovation research found that, when it comes to analytics, 44 percent of organizations spend the most time on data-related tasks. With lack of resources being the largest issue impeding the adoption of technology, IT must operate efficiently while getting...

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Topics: Microsoft, Sales Performance, Marketo, On24, SilverPop, IT Performance, Operational Performance, Business Intelligence, Business Performance, Customer & Contact Center, Data Integration, Information Applications, Information Management, FinancialForce, Information Optimization, Intuit Quicken, Scribe Software, Xactly


A recent news release by Robert Half, a staffing company that specializes in accounting and finance personnel, covered what it sees as the most important attributes required for auditors in the 21st century. “7 Attributes of Highly Effective Internal Auditors” covers the people dimension of the profession and focuses on the non-technical requirements of the role, including relationship-building,...

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Topics: Fraud, Governance, GRC, Office of Finance, audit, Analytics, Business Analytics, Business Performance, Financial Performance, Governance, Risk & Compliance (GRC), compliance, Infor, Risk, HANA, Oversight Systems


SAP recently announced its new Fraud Management analytic applications. Currently in “controlled” (limited) release, it’s a promising start for the product and a good example of the type of business process revolution that’s possible when companies can execute complex analytics on big data sets using in-memory and other advanced processing techniques. Over the next several years a wide swath of...

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Topics: SAP, Fraud, Governance, GRC, Office of Finance, audit, Analytics, Business Analytics, Business Performance, Financial Performance, Governance, Risk & Compliance (GRC), compliance, Risk, HANA


Organizations succeed through continuous planning to achieve high levels of performance. For most organizations planning is not an easy process to conduct. Planning software is typically designed for only a few people in the process, such as analysts, or organizations might use spreadsheets, which are not designed for business planning across an organization. Most technologies only allow you to...

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Topics: Big Data, Sales Performance, Supply Chain Performance, Mobile Technology, Operations, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Cloudera, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Workforce Performance, Business Planning, CFO, finance, Tidemark, Workday


ParAccel is a well-funded big data startup, with $64 million invested in the firm so far. Only a few companies can top this level of startup funding, and most of them are service-based rather than product-based companies. Amazon has a 20 percent stake in the company and is making a big bet on the company’s technology to run its Redshift data warehouse in the cloud initiative. Microstrategy also...

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Topics: Big Data, MicroStrategy, Office of Finance, Paraccel, Analytics, Cloud Computing, Uncategorized


Cloud computing has given business a new way to improve the effectiveness of business processes and ultimately the outcomes of their efforts. In the last five years, business across marketing, customer service, sales, human resources, finance and other areas have embraced the practice of renting access to the applications and technology they need when they need them. Organizations’ use of...

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Topics: Big Data, Sales Performance, Social Media, Supply Chain Performance, Mobile Technology, Operational Performance, Business Analytics, Business Collaboration, Business Performance, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Information Management, Workforce Performance, Business Applications


I began my involvement with contact centers – actually they were called call centers in those days -more than 20 years ago. I quickly learned that almost everyone involved in running a contact center is obsessed with metrics: queue times, average call handling times, agent utilization, average length of after-call work – the list seemed to be endless. Since joining Ventana Research I have carried...

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Topics: Customer Analytics, Customer Experience, Speech Analytics, Voice of the Customer, Analytics, Business Analytics, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics


This is annual report season, the time of year that a majority of European and North American corporations issue glossy paper documents aimed at investors, customers, suppliers, existing and prospective employees as well as the public at large. (Some countries have different conventions; in Japan, for instance, most companies are on a March fiscal year.) In reviewing some of the annual reports...

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Topics: Office of Finance, extended close, US-GAAP, XBRL, Analytics, Business Performance, Financial Performance, Governance, Risk & Compliance (GRC), CFO, compliance, financial reporting, SEC, Digital Technology


Ultimate Software held its annual global customer conference and analyst day recently in Las Vegas, where more than 1,300 attendees got to hear about the company’s plans for 2013. Ultimate, founded in 1990, is a human capital management (HCM) vendor that provides human resources management systems (HRMS), payroll management, talent management and workforce management products to organizations...

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Topics: Celergo HCM, Ultimate, Business Analytics, Business Intelligence, Cloud Computing, Informatica, Workforce Performance, Compensation, HR


This year’s Inspire, Alteryx’s annual user conference, featured new developments around the company’s analytics platform. Alteryx CEO Dean Stoecker kicked off the event by talking about the promise of big data, the dissemination of analytics throughout the organization, and the data artisan as the “new boss.” Alteryx coined the term “data artisan” to represent the persona at the center of the...

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Topics: Predictive Analytics, Sales Performance, Tableau, alteryx, Absolute Data, data artisan, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Data Integration, Information Applications, Operational Intelligence


Using information from applications and services across both the enterprise and Internet just got simpler with Kapow Software and the announced release of Kapow Enterprise 9.2. I examined the technology at the Kapow WoW user conference, and spoke with a broad range of companies that use Kapow.

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Topics: Big Data, Sales Performance, Supply Chain Performance, Kapplets, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Information Applications, Information Management, Information Optimization, Kapow


One of the most important IT trends over the past decade has been the proliferation of ever wider and deeper sets of information sources that businesses use to collect, track and analyze data. While structured numerical data remains the most common category, organizations are also learning to exploit semistructured data (text, for example) as well as more complex data types such as voice and...

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Topics: Planning, Predictive Analytics, Customer, Human Capital Management, Office of Finance, Budgeting, close, closing, Finance Analytics, PRO, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Financial Performance, CFO, Risk, costing, FPM, Profitability


IBM recently announced its new Customer Experience Lab. During a briefing I learned that the lab is a response to what IBM discovered by interviewing more than a thousand CMOs, who are concerned about the explosion of data companies collect about their customers. This explosion is being driven by changing customer communication preferences and the way customers now interact with organizations,...

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Topics: Social Media, Customer Analytics, Customer Experience, Customer Feedback Management, Social CRM, Speech Analytics, Voice of the Customer, Mobile Apps, Self-service, Analytics, Business Analytics, Business Collaboration, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, IBM, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Unified Communications, Workforce Force Optimization



I’m wondering whether the rapid rise in earnings restatements by “accelerated filers” (companies that file their financial statements with the U.S. Securities and Exchange Commission that have a public float greater than $75 million) over the past three years is a significant trend or an interesting blip. According to a research firm, Audit Analytics, that number has grown from 153 restatements...

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Topics: Customer Experience, Governance, GRC, Office of Finance, Reporting, audit, close, Consolidation, Controller, Tax, XBRL, Business Performance, Financial Performance, Governance, Risk & Compliance (GRC), CFO, compliance, FPM, SEC


SAS Institute held its 24th annual analyst summit last week in Steamboat Springs, Colorado. The 37-year-old privately held company is a key player in big data analytics, and company executives showed off their latest developments and product roadmaps. In particular, LASR Analytical Server and Visual Analytics 6.2, which is due to be released this summer, are critical to SAS’ ability to secure and...

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Topics: Big Data, Sales Performance, SAS, Supply Chain Performance, LASR, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Location Intelligence, Operational Intelligence, SAS institute


I recently attended the annual SAS analyst summit to hear the latest company, product and customer growth news from the multi-billion-dollar analytics software provider. This global giant continues to grow its business and solutions to help with fraud prevention, marketing and risk. It lets users apply its analytic and statistical technology in practical applications for business. SAS can meet...

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Topics: Big Data, Predictive Analytics, Sales Performance, SAS, Fraud, GRC, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, CIO, Cloud Computing, Customer & Contact Center, Data Integration, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Operational Intelligence, Risk


Saba held its annual People 2013 customer and analyst conference recently in San Francisco, with approximately 700 customers in attendance.  At the conference the company provided analysts a perspective on its progress over the last year and its product roadmap.  My colleague Mark Smith wrote about Saba’s acquisition of Human Concepts last year; today Saba says it has 31 million users and 2,100...

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Topics: Social Media, LMS, Social Collaboration, Learning Management, Business Collaboration, Cloud Computing, Information Applications, Workforce Performance, Saba, Talent Management, People Cloud


Organizations have been talking about how to effectively analyze customer data for more than three decades. This has evolved into a desire for a “360-degree view of the customer” - a comprehensive picture drawn from all available data. As yet, not many organizations have achieved it. Our recent research into customer relationship maturity shows that fewer than one-third (31%) of organizations...

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Topics: Social Media, Customer Analytics, Customer Experience, Speech Analytics, Voice of the Customer, Analytics, Business Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics


I’ve frequently commented on the artificiality of the emerging software category of governance, risk and compliance (GRC). The term is used to a cover a combination of what were once viewed as stand-alone software categories, including IT governance, audit documentation and industry-specific compliance management, to name three examples. While it’s still common for specific types of software to...

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Topics: Big Data, Performance Management, Predictive Analytics, Customer Experience, Governance, GRC, Management, Operational Performance, Analytics, Business Performance, Financial Performance, compliance, finance, Risk, financial risk management, IT Risk Management, Sarbanes Oxley, SOX


I recently wrote that Salesforce.com was a vendor to watch during 2013, and during a recent briefing I heard more messages that support this view. First there was confirmation about financials. Even though the company is only 14 years old and the overall economy is not exactly booming, revenues for 2012 were up 35 percent to $3.05 billion, with Europe matching this with a 37 percent year-on-year...

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Topics: Sales Performance, Salesforce.com, Social Media, Customer Analytics, Customer Experience, Social CRM, Speech Analytics, Voice of the Customer, Operational Performance, Analytics, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics


I recently attended the annual Informatica analyst summit to get the latest on that company’s strategy and plans. The data integration provider offers a portfolio of information management software that supports today’s big data and information optimization needs. Informatica is busy making changes in its presentation to the market and its marketing and sales efforts. New executives, including...

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Topics: Big Data, Data Quality, Master Data Management, Salesforce.com, MDM, IT Performance, Business Analytics, Business Intelligence, Cloud Computing, Data Governance, Data Integration, Data Management, Governance, Risk & Compliance (GRC), Informatica, Information Applications, Information Management, Operational Intelligence, CEP, Informatica Cloud, Strata+Hadoop


Ventana Research completed an in-depth benchmark research project on long-range planning recently. As I define it, long-range planning is the formal quantification of the strategic plan and how that strategy is expected to play out over a period of time. The benchmark demonstrated that there’s room for improvement in almost every aspect of the long-range planning process. Almost all (95%) of...

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Topics: Big Data, Performance Management, Planning, Office of Finance, Reporting, Uncategorized, CFO, CEO, Financial Performance Management, FPM


Big data analytics is being offered as the key to addressing a wide array of management and operational needs across business and IT. But the label “big data analytics” is used in a variety of ways, confusing people about its usefulness and value and about how best to implement to drive business value. The uncertainty this causes poses a challenge for organizations that want to take advantage of...

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Topics: Predictive Analytics, Sales Performance, SAP, IT Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, IBM, Information Applications, Information Management, Data Discovery, big analytics


Clarabridge is a well-known text analytics vendor that markets its products under the banner of customer experience management. As I wrote last year, its products allow organizations to take a closed-loop approach by capturing all forms of text data, analyzing it, categorizing it, understanding root causes of customer issues and raising alerts so that action including collaboration can be taken...

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Topics: Social Media, Customer Analytics, Customer Experience, Speech Analytics, Clarabridge, Mobile Apps, Collaboration, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics, Unified Communications


Data is a commodity in business. To become useful information, data must be put into a specific business context. Without information, today’s businesses can’t function. Without the right information, available to the right people at the right time, an organization cannot make the right decisions nor take the right actions, nor compete effectively and prosper. Information must be crafted and made...

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Topics: Big Data, Analytics, Business Analytics, Cloud Computing, In-Memory Computing, Information Applications, Information Management, Information Optimization, Strata+Hadoop, Digital Technology


Like me, you have no doubt spotted the propensity for software vendors and consultants to call anything new “2.0”; for example, we have ERP 2.0 and CRM 2.0. Just recently during a joint Aspect and Microsoft presentation, the companies went one step further and introduced the concept of the 2.0 customer meeting the 2.0 company. My first reaction was one of horror, but as I thought about it, it...

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Topics: Social Media, Customer Analytics, Customer Experience, Customer Feedback Management, Social CRM, Speech Analytics, Voice of the Customer, Mobile Apps, Self-service, Analytics, Business Analytics, Business Collaboration, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Unified Communications, Vendor(s), Workforce Force Optimization


Ventana Research recently completed an in-depth benchmark research project on long-range planning. As part of the research we had discussions with CFOs and those involved in financial planning and analysis about their company’s strategic and long-range planning processes, which pointed to the need for clarity in using the terms “strategic planning” and “long-range planning.”

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Topics: Big Data, Performance Management, Planning, Sales Performance, Supply Chain Performance, Office of Finance, Reporting, Operational Performance, Business Performance, Customer & Contact Center, Financial Performance, Workforce Performance, CFO, CEO, Financial Performance Management, FPM


Platfora has gained a lot of buzz in the Big Data analytics market primarily through word of mouth. Late last year the company took the covers off of some impressive and potentially disruptive technology that takes aim at the broad BI and business analytics ecosystem, including the very foundation on which the industry is built. It recently demonstrated its software at the Strata Conference where...

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Topics: Big Data, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Information Applications, Platfora, Strata+Hadoop


I recently attended the Unified Communication Expo exhibition and conference in London to find out how much communications has been changing. As I entered the exhibition center the first thing I noticed was the huge variety of vendors on show, everything from major brands in the telecommunications industry (Aspect, AT&T, BT, Cisco, Mitel, Nokia and Siemens Enterprise Communications) to some major...

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Topics: Social Media, Customer Analytics, Customer Experience, Customer Feedback Management, Social CRM, Speech Analytics, Voice of the Customer, Mobile Apps, Self-service, Analytics, Business Collaboration, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Unified Communications, Vendor(s), Workforce Force Optimization


I was discussing the United States Securities and Exchange Commission’s (SEC) eXtensible Business Reporting Language (XBRL) mandate with a former head of investor relations at a Fortune 100 company. His take on it is much the same as that of everyone else involved with corporate reporting: it doesn’t produce much value and costs a bundle to comply. I related to him my thoughts on the lack of...

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Topics: Office of Finance, Reporting, extended close, US-GAAP, XBRL, Analytics, Business Performance, Financial Performance, CFO, compliance, financial reporting, FPM, SEC, Digital Technology


The big-data landscape just got a little more interesting with the release of EMC’s Pivotal HD distribution of Hadoop. Pivotal HD takes Apache Hadoop and extends it with a data loader and command center capabilities to configure, deploy, monitor and manage Hadoop. Pivotal HD, from EMC’s Pivotal Labs division, integrates with Greenplum Database, a massively parallel processing (MPP) database from...

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Topics: EMC, MapR, HAWQ, HDFS, Pivotal HD, Business Analytics, Business Intelligence, Cloud Computing, Cloudera, Hortonworks, Information Applications, Information Management, Location Intelligence, Cirro, Hive, Tableau Software, Strata+Hadoop


Human capital analytics used to be simple. It focused on compliance reporting, showed basic information and was an afterthought in most applications.  Today analytics is the centerpiece of many human capital management applications and involves many sophisticated tools, because it delivers the some of the greatest value of any process in all HCM.  Our next-generation workforce management benchmark...

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Topics: HCM, OrcaEyes, Analytics, Business Analytics, Cloud Computing, Information Applications, Workforce Performance, Talent Management, Workforce Planning


SiSense gained a lot of traction last week at the Strata conference in San Jose as it broke records in the so-called 10x10x10 Challenge – analyzing 10 terabytes of data in 10 seconds on a $10,000 commodity machine – and earned the company’s Prism product the Audience Choice Award. The Israel-based company, founded in 2005, has venture capital backing and is currently running at a profit with...

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Topics: Big Data, Sales Performance, Tableau, elasticube, Operational Performance, Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Information Applications, Information Management, Qlik


Business is starting to realize that taking advantage of big data is not just technically feasible but affordable by organizations of all sizes. However, as outlined in our agenda on big data and information optimization, the technology must be engineered to the information needs of business. HortonWorks has been steadily advancing its big data technology called Hadoop and contributing its...

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Topics: Big Data, Microsoft, Talend, Teradata, Simba, Business Analytics, Cloud Computing, Hortonworks, Informatica, Information Applications, Information Management, HDP, Hive, Tez, Strata+Hadoop


SnapLogic, a provider of data integration in the cloud, this week announced Big Data-as-a-Service to address businesses’ needs to integrate and process data across Hadoop big data environments. As our research agenda for 2013 outlines, dealing with data in the cloud is very important to organizations. At the same time, businesses need to be able to integrate their big data with all their...

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Topics: Big Data, R, Sales Performance, Salesforce.com, SnapLogic, Operational Performance, Business Analytics, Cloud Computing, Cloudera, Customer & Contact Center, Data Integration, Information Applications, Information Management


The first positive signs for the “the new Genesys” emerged just 100 days after its sale by Alcatel was completed last year, and those positive signs have continued. The company has not only maintained strong development of its core products but has also made an aggressive move into the contact center mid-market, the contact center in the cloud market, and the multichannel communications...

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Topics: Social Media, Customer Analytics, Customer Experience, Customer Feedback Management, Social CRM, Speech Analytics, Voice of the Customer, Genesys, Mobile Apps, Self-service, Analytics, Business Analytics, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Unified Communications, Workforce Force Optimization


Our recent benchmark research project, Spreadsheet Use in Today’s Enterprise, demonstrated that some companies have made modest progress in addressing spreadsheet issues, but there’s still much left to be done. Desktop spreadsheets can be an important source of productivity but, as I’ve noted, you need to understand their limitations and understand the practical alternatives. Users underestimate...

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Topics: Sales Performance, Supply Chain Performance, Office of Finance, Reporting, enterprise spreadsheet, Operational Performance, Analytics, Business Performance, Customer & Contact Center, Financial Performance, Visualization, Workforce Performance, Risk, benchmark, Financial Performance Management


LogiXML has been around for more than a decade, but has seen particularly robust growth in the past year. Recent announcements show the company with better than 100-percent year-over-year growth, driven by a 97 percent license renewal rate and new customer growth in SMB, departmental and OEM deployments. The 158-percent growth for the embedded analytics group for the fourth quarter on a...

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Topics: Sales Performance, IT Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Information Applications, agile, LogiXML


Improving how employees and managers can improve talent management activities through changes in process, technology and better access to information is both a theme of my research agenda this year. It is also what the key technology vendors in this space have been focused on developing products to do.  Cornerstone OnDemand is one of those vendors that has been in the talent management space since...

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Topics: Sales Performance, Salesforce.com, Social Media, HCM, Learning, Performance, Recruiting, Business Collaboration, Business Performance, Cloud Computing, Workforce Performance, Cornerstone OnDemand, HR


The challenge with discussing big data analytics is in cutting through the ambiguity that surrounds the term. People often focus on the 3 Vs of big data – volume, variety and velocity – which provides a good lens for big data technology, but only gets us part of the way to understanding big data analytics, and provides even less guidance on how to take advantage of big data analytics to unlock...

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Topics: Big Data, Microsoft, SAP, SAS, Excel, designed data, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), IBM, Information Applications, Location Intelligence, Operational Intelligence, Oracle, SPSS


Transera is an established contact center in the cloud vendor with in-depth interaction routing capabilities. During a recent briefing I learned that it has now supplemented these capabilities by launching a new product that it calls Adaptive Customer Engagement. Although it’s not entirely obvious from the name, the product uses big data analytics to analyze past customer interactions, profile...

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Topics: Customer Analytics, Customer Experience, Speech Analytics, Analytics, Business Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Transera


Big data involves interplay between different data management approaches and business intelligence and operational systems, which makes it imperative that all sources of business data be integrated efficiently and that organizations be able to easily adapt to new data types and sources. Our recent big data benchmark research confirmed that big data storage technologies continue to follow many...

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Topics: Big Data, Data Quality, Master Data Management, Business Technology Innovation, IT Performance, IT Research, Business Analytics, Business Intelligence, Data Integration, Information Applications, Information Management, Operational Intelligence


Cisco is without doubt best known as a supplier of networking systems. Its products have been used by companies large and small to build local and wide area networks. It has played in the contact center space as a provider of network and call management systems that sit between public networks and contact center agents to manage the delivery of interactions to the right extensions and provide...

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Topics: Sales Performance, Social Media, Customer Experience, Logitech, Mobile Apps, Operational Performance, Analytics, Business Analytics, Business Collaboration, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Cisco, Contact Center, Contact Center Analytics, CRM, Unified Communications, Upstream Works, Social, Workforce Force Optimization


I’ve been using electronic spreadsheets for more than 30 years. I consider this technology among the 20th century’s top five most important advances in business management. Spreadsheets have revolutionized every aspect of running any organization. A spreadsheet (specifically, VisiCalc) was the original “killer app” that made business people feel the necessity to buy a personal computer.

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Topics: Sales Performance, Supply Chain Performance, Office of Finance, Reporting, enterprise spreadsheet, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Information Applications, Information Management, Visualization, Workforce Performance, Risk, benchmark, Financial Performance Management


LucidWorks addresses the growing volume of information now being stored in the enterprise and in big data with two products aimed at the enterprise with search technology. Though you may not be familiar with LucidWorks (previously known as Lucid Imagination), the company has for many years contributed to Apache Lucene, an open source search project, and commercialized and supported for it for...

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Topics: Big Data, MapR, Sales Performance, IT Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Cloudera, Customer & Contact Center, Hortonworks, Information Applications, Information Management, Operational Intelligence, Search, Strata+Hadoop


Profit Velocity Solutions’ PV Accelerator is an analytic application designed to enable capital-intensive companies to consistently achieve substantially wider margins and higher return on assets (ROA). Companies in industries such as specialty chemicals, building materials, integrated steel mills and silicon chip fabrication (to name just four) routinely fail to make the right decisions about...

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Topics: Performance Management, Sales, Sales Performance, Supply Chain Performance, Human Capital Management, Office of Finance, PV Accelerator, Operational Performance, Analytics, Business Analytics, Business Performance, Cloud Computing, Financial Performance, Price Optimization, Profit Velocity, Profitability, Software, S&OP


Business intelligence software is supposed to help businesses access and analyze data and communicate analytics and metrics. I have witnessed improvements to BI software over the years, from mobile and collaboration to interactive discovery and visualization, and our Value Index for Business Intelligence finds a mature set of technology vendors and products. But even as these products mature in...

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Topics: Big Data, Sales Performance, Supply Chain Performance, Mobile Technology, Natural Language, Business Technology Innovation, IT Performance, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Information Management, Location Intelligence, Operational Intelligence, Workforce Performance, Discovery


Learning management software (LMS) has evolved over the past 25-plus years from a classroom scheduling tool that helped streamline instructor-led and classroom training to a rich, integrated enterprise application that delivers and tracks training across an entire organization. These applications are effective at enabling organizations to share knowledge and track the knowledge-sharing process....

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Topics: Sales Performance, Social Media, HCM, LMS, Social Collaboration, Learning Management, Operational Performance, Customer & Contact Center, Information Management, Workforce Performance, HR, Talent Management


Business analytics have become mainstream in most organizations. Our latest research in technology innovation found analytics was the top-ranked technology in 39 percent of organizations. To deepen the sophistication of their analytics, businesses can add geographic context and maps to business intelligence applications to create what we call location intelligence. Applications and tools with a...

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Topics: Sales Performance, Social Media, Geographic Information Systems, GIS, Location Analytics, Spatial Data Quality, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Information Applications, Information Management, Location Intelligence


One of the important lessons company executives should have learned over the past 15 years is that it’s dangerous not to do contingency planning, a subject that I’ve written about before. By this I mean real, think-outside-the-box contingency planning (not just extrapolating), which is especially important when doing long-range planning. The past decade or so has been punctuated by periods of...

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Topics: Big Data, Planning, Office of Finance, Reporting, Budgeting, contingency, currency, driver-based, Business Analytics, Business Collaboration, Business Performance, Financial Performance, Financial Performance Management, Integrated Business Planning


My recent research into the contact center in the cloud shows the typical agent’s life is not an easy one. Agents are expected to handle more types of interactions that arrive through more communication channels as found in our research with inbound, email and outbound in use by more than 74 percent of organizations, meet an increasing number of performance metrics, and leave each caller feeling...

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Topics: Sales Performance, Social Media, Customer Experience, Social CRM, LiveOps, Operational Performance, Analytics, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Contact Center, CRM, Workforce Force Optimization


Managing data efficiently across the enterprise continues to be a large challenge for both business units and IT. Organizations need data supplied in a consistent format and timely manner to help manage their activities and processes, but some do not look beyond conventional approaches to improvement. Today’s large volumes of data make it more difficult to understand the relationships among data...

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Topics: Master Data Management, Sales Performance, Social Media, MDM, IT Performance, Operational Performance, Business Analytics, Business Intelligence, Cloud Computing, Customer & Contact Center, Data Governance, Information Applications, Information Management, Location Intelligence, DG


Splunk’s innovated ability to access and use machine data for targeted operational insights can help improve IT and enhance business operational efficiency. Its work to capitalize on big data was part of my last analysis, while my colleague Tony Cosentino looked at its focus on search and operational analytics. Splunk also was a recipient of the 2012 Ventana Research Technology Innovation Award...

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Topics: Big Data, Splunk, IT Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Information Applications, Information Management, Machine data, Operational Intelligence


To mark the fourth anniversary of the Securities and Exchange Commission’s (SEC) interactive data mandate, Columbia Business School (my alma mater) and its Center for Excellence in Accounting and Security Analysis (CEASA) published a review of the current state of eXtensible Business Reporting Language (XBRL) that notes the manifold issues that plague this promising technology. From its...

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Topics: Office of Finance, extended close, US-GAAP, XBRL, Analytics, Business Performance, Financial Performance, Governance, Risk & Compliance (GRC), CFO, compliance, financial reporting, SEC, Digital Technology


You would think that all organizations would want to maximize the value of every customer relationship, but my research over the last couple of years suggests otherwise. Three particular insights stick in my mind. My research into customer analytics shows that overall customer lifetime value ranked only sixth most important customer-related metric, compared to the highest-ranked, customer service...

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Topics: Sales Performance, Customer Experience, Office of Finance, Voice of the Customer, Operational Performance, Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, CRM


IBM this week announced its pending acquisition of the Star Analytics product portfolio. Star Analytics is a privately held company that offers products designed to provide easy access to and integration with Oracle Hyperion data sources. While Star Analytics has a good product and solid references, it has lacked critical mass to support more effective sales and marketing efforts. Star Analytics’...

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Topics: Reporting, closing, Essbase, Hyperion, Analytics, Business Analytics, Business Performance, Cloud Computing, Data Integration, Financial Performance, IBM, Information Management, Oracle, Financial Performance Management, Star Analytics, TM1


MicroStrategy CEO Michael Saylor has a keen sense of where things are headed. He sees mobile and social as the two drivers of a world based largely in software. Last year I covered the announcements at the MicroStrategy events in Amsterdam and the vision Saylor put forth in his keynote speech. MicroStategy World 2013 last month finds the company delving into such diverse areas as identity...

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Topics: MicroStrategy, Mobile, Sales Performance, Social Media, Customer Experience, alert, Mobile Intelligence, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Location Intelligence, Operational Intelligence


Intradiem is a vendor that not many people have heard about, for the simple reason that it is actually Knowlagent, which recently announced a complete rebranding. The company says the new brand better reflects its product and service capabilities. Knowlagent was all about allowing companies to automatically manage how agents utilize their time in those often very short periods when they are not...

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Topics: Sales Performance, Customer Experience, Social CRM, Intradiem, Operational Performance, Analytics, Customer & Contact Center, Customer Service, Call Center, Contact Center, CRM


Human capital analytics is an area increasingly under discussion in businesses today as the linkages between employee performance and company success become increasingly clear, as do the roles analytics can play in maximizing that success. This intensified interest in analytics coincides with major changes in the processes of hiring, engaging, retaining and optimizing talent in the enterprise. It...

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Topics: HCM, Human Capital Management, Business Analytics, Business Intelligence, Cloud Computing, Information Management, Workforce Performance, HR


The electronic spreadsheet is among the top five most important advances in business management to come along in the last hundred years. It revolutionized almost all aspects of running an organization. It was the original “killer app” that made it necessary for people to go out and buy a personal computer. Yet our recent benchmark research project Spreadsheet Use in Today’s Enterprise confirmed...

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Topics: Office of Finance, Reporting, enterprise spreadsheet, Analytics, Business Analytics, Business Performance, Financial Performance, Visualization, Risk, benchmark, Financial Performance Management


OnviSource is best known for its OnviCenter Product Suite, which includes what is commonly referred to as workforce optimization (recording, quality, monitoring, workforce management, analytics) plus a telephony platform that includes a soft, IP-based PBX, IVR and call routing. It is available on-premises or through the company’s cloud-based option, OnviCloud. Recently OnviSource added a further...

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Topics: Sales Performance, Customer Analytics, Customer Experience, Speech Analytics, Operational Performance, Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, OnviSource, Workforce Force Optimization



NewVoiceMedia recently announced it has raised $20 million of investment funds to aid its expansion overseas, including offices in North America. The company was founded in the UK in 2000 and originally offered telephony and call management in the cloud. It now has a close partnership with Salesforce.com, which has allowed it to expand into a multichannel contact center in the cloud. During the...

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Topics: Salesforce.com, Social Media, Customer Analytics, Customer Experience, Social CRM, Mobile Apps, NewVoicemedia, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM


Taxes – both indirect (sales or value added taxes, for example) and direct (income taxes) – are one the largest expense items on the corporate income statement. In recent years it has become common for large and even midsize companies to automate their indirect tax management process, but direct tax management has remained a bastion of manual processes built on a heap of desktop spreadsheets. In...

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Topics: ERP, GRC, Office of Finance, audit, finance transformation, Tax, Analytics, Business Analytics, Business Performance, Financial Performance, Governance, Risk & Compliance (GRC), Information Management, CFO, Vertex, FPM


Managing payroll has long been viewed as an administrative task, time-consuming and focused on ensuring that everyone is paid correctly and on time. In fact, in the American Payroll Association’s most recent annual study, the main metrics tracked for payroll performance are payroll cost per employee, payroll processing accuracy rate and dollar value of overpayments – all of which focus only on...

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Topics: HCM, Human Capital Management, Office of Finance, IT Research, Cloud Computing, Information Applications, Workforce Performance, TCM


I recently wrote how Enghouse Interactive is building a portfolio of products to support contact center in the cloud. The foundation of all its products is the handling of interactions through a comprehensive set of communication channels. My research into the contact center in the cloud shows that after the adoption of CRM in the cloud, companies are most likely to adopt contact centers in the...

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Topics: Customer Experience, Enghouse interactive, Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Unified Communications


The proper use of technology enables businesses to be more efficient. Our recent research into technology for business innovation found that 56 percent indicate innovative technology is very important, yet only 9 percent are very satisfied with theirs, showing plenty of room for improvement. As we enter 2013, businesses have more choices than ever for technology to improve business and IT. Our...

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Topics: Big Data, Sales Performance, Social Media, Supply Chain Performance, Mobile Technology, Social Collaboration, IT Performance, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Location Intelligence, Operational Intelligence, Workforce Performance, CMO, COO, CTO


Banking giant JP Morgan raised eyebrows in 2012 when it revealed that it had lost a substantial amount of money because of poorly conceived trades it had made for its own account. The losses raised questions about the adequacy of its internal controls, and broader questions about the need for regulations to reduce systemic risk to the banking system. At the heart of the matter were the...

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Topics: Sales, Sales Performance, GRC, Office of Finance, error, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Financial Performance, Information Management, Data, controls


I hadn’t come across Vertical Solutions until a recent briefing, from which I found that the company offers an interesting combination of field service management and CRM. Vertical Solutions has offices around the world, and its target market is companies with between 50 and 2,500+ users in the manufacturing, outsource contact center services, healthcare and residential services markets. It began...

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Topics: Social Media, Customer Experience, Voice of the Customer, Mobile Apps, Self-service, Analytics, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Contact Center, CRM, Vertical Solutions


HireVue has announced the release of a new add-on module for its HireVue Digital Interview Platform. CodeVue is intended to improve the way organizations identify, screen and assess technical or developer positions. Potentially it will benefit companies that need to fill large numbers of technical positions that involve writing code, helping to automate a recruiting process that has been manual...

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Topics: Social Media, Cloud Computing


Actuate this week announced BIRT Analytics, and thereby puts itself firmly into supporting a range of business analytics needs from data discovery and visualization to a range of data mining and predictive capabilities that allows itself new avenues of growth. Actuate has long been a staple of large Business Intelligence deployments; in fact the company claims that ActuateOne delivers more...

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Topics: Data Scientist, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, CIO, Financial Performance, Information Applications, Operational Intelligence, Data Discovery, commodity model, Quinterian


Recently Verint announced a new development in its workforce optimization suite Impact 360 Workforce Optimization that it calls Personalized Guidance. It aims to improve the customer experience by prompting anyone handling customer interactions with what they should do next. The principle is simple and logical: Analyze all the data you can so you understand the customer and context of the...

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Topics: Customer Analytics, Customer Experience, Speech Analytics, Voice of the Customer, Operational Performance, Analytics, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Verint, Workforce Force Optimization


The majority of companies think it is important to collect customer feedback, according to my recent research into customer feedback management, and they put that feedback to an average of five uses, the top five of which are to improve customer service (75%), to develop customer experience and interaction processes (54%), to identify agent training needs (54%), to improve products (50%) and to...

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Topics: Customer Analytics, Customer Experience, Customer Feedback Management, Speech Analytics, Voice of the Customer, Analytics, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics


SAP just released strong preliminary quarterly and annual revenue growth, which in many ways can be attributed to a strong strategic vision around the HANA in-memory platform and strong execution throughout the organization. Akin to flying an airplane while simultaneously fixing it, SAP’s bold move to HANA may at some point see the company continuing to fly when other companies are forced to...

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Topics: Sales, Sales Performance, SAP, Supply Chain Performance, Business Objects, Business Objects predictive analytics, Crystal reports, Operational Performance, Visi, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, IBM, Operational Intelligence, Workforce Performance, cognos insight, SAP predictive analytics, Sybase IQ


Human capital is most organizations’ largest investment and one of their largest differentiators against the competition. So it follows that those that take advantage of the compelling, game-changing technology now available in human capital management (HCM) will place themselves at a competitive advantage.

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Topics: Big Data, Social Media, HCM, Human Capital Management, Learning, Office of Finance, Social Collaboration, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Information Applications, Information Management, Workforce Performance, CFO, Compensation, finance, HR, Talent Management, Workforce Management


My recent benchmark into the unified customer service agent desktop shows how critical the agent desktop is to improving agent satisfaction, meeting key customer-related metrics and enhancing the customer experience. The typical agent desktop contains multiple systems that allow agents access to multiple communication channels, business applications, messages and performance dashboards. The...

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Topics: Sales Performance, Customer Experience, Voice of the Customer, Operational Performance, Analytics, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Cisco, Contact Center, CRM, Upstream Works, Workforce Force Optimization


Managing the access, storage and use of data effectively can provide businesses a competitive advantage. Last year I outlined what the big deal is in big data, as the initial focus on the volume, velocity and variety of data – what my colleague Tony Cosentino calls the three V’s – is only one small piece of how organizations should evaluate this technology. The more balanced approach is to...

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Topics: Big Data, Master Data Management, Predictive Analytics, Sales Performance, MDM, Operational Performance, Business Analytics, Business Intelligence, Business Performance, CIO, Cloud Computing, Data Governance, Data Integration, Financial Performance, Information Applications, Information Management, Location Intelligence, Operational Intelligence, Product Information Management


My research into the customer service agent desktop shows that most centers expect a lot of their contact center agents: more than half (59%) handle between two and five different services (such as general queries, complaints and sales) and 14 percent handle seven or more. Nearly half (49%) are expected to handle between six and 15 calls per hour, and as well as calls, the majority (75%) are...

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Topics: Sales Performance, Social Media, Customer Analytics, Customer Experience, Speech Analytics, Voice of the Customer, Operational Performance, Analytics, Business Collaboration, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics


Did you catch all the big data analogies people used in 2012? There were many, like the refinement of oil analogy, or the spinning straw into gold analogy, and less useful but more entertaining ones, like big data is like a box of chocolates, or big data is like The Matrix (because “there’s no way Keanu Reeves learns Kung Fu in five seconds without using big data”). I tend to like the water...

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Topics: Big Data, Sales Performance, Social Media, Supply Chain Performance, IT Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Location Intelligence, Operational Intelligence, Workforce Performance, Data


Hi; pleased to meet you!  I’m tremendously excited to be joining the team here at Ventana Research, and I’m looking forward to adding my experience, observations and opinions to this team of very talented industry analysts!  Let me start by telling you a little about my background, and then why a chose to come to work here and what I will be covering at Ventana Research.

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Topics: Social Media, Human Capital Management, Market Research, Office of Finance, Business Collaboration, Business Performance, Cloud Computing, Information Management, Workforce Performance, HR, Talent Management, Workforce Management


At the beginning of 2012 Ventana Research predicted that six major technologies would have an impact on the provision and supply of IT systems, and that these would bring about innovation in the way organizations support their business. Each of the six – business and social collaboration, mobile, analytics, cloud computing, social media and big data – has affected how organizations engage with...

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Topics: Social Media, Customer Analytics, Customer Experience, Customer Feedback Management, Social CRM, Speech Analytics, Voice of the Customer, Mobile Apps, Analytics, Business Analytics, Business Collaboration, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Unified Communications, Workforce Force Optimization


Most organizations see improving the effectiveness of sales as a way to increase productivity. Those organizations that take advantage of the latest sales applications and technology are finding themselves with a competitive advantage, but many organizations lack the time and resources to assess and deploy appropriate platforms. That’s a shame, since most sales organizations have plenty to...

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Topics: Sales, Sales Performance, Marketing, PIM, Sales Compensation, Sales Forecasting, Operational Performance, Business Performance, Financial Performance, CPQ, CRM, Product Information Management, SFA


For the past couple of years I’ve been pointing to the importance of in-memory computing to the future of business applications. It’s an integral part of Ventana Research’s business and finance research agenda for 2013, and it’s one of the core technologies that senior executives should have an appreciation for because it can transform all core business processes, especially those that are...

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Topics: Mobile, Predictive Analytics, Real-time, Sales Performance, SAP, Supply Chain Performance, ERP, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, In-memory, Workforce Performance, CRM, finance, Social, Business Suite, Financial Performance Management, HANA



Businesses always see a lag between when technology makes some advance possible and when a majority of companies actually adopt it. There’s even a longer lag between the emergence of an advance in a business process or technique and the time it takes to become mainstream. When we write our research agendas at the top of each year, we have to strike a balance between focusing on the new and...

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Topics: Big Data, Planning, Predictive Analytics, Sales Performance, Governance, GRC, Office of Finance, Budgeting, close, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Performance, CIO, Cloud Computing, Financial Performance, Governance, Risk & Compliance (GRC), In-memory, Workforce Performance, CFO, Risk, CEO, Financial Performance Management, FPM


Back in 2007 when NICE Systems acquired Actimize I wondered how long it would be before someone figured out how to use the company’s fraud detection systems in contact centers. The answer is now, as NICE Systems announces its Contact Center Fraud Prevention system.

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Topics: Customer Analytics, Customer Experience, NICE Systems, Speech Analytics, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM


In early 2012 I wrote a blog post about how Verint was overcoming some of its product integration issues by using an information-driven approach that allows users to drill down from key performance metrics into underlying application data. The latest version of its Impact 360 Workforce Optimization suite extends this approach and supports a flow of data between applications and workflows that...

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Topics: Customer Analytics, Customer Experience, Customer Feedback Management, Social CRM, Speech Analytics, Voice of the Customer, Analytics, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Verint, Workforce Force Optimization


Revolution Analytics is a commercial provider of software and services related to enterprise implementations of the open source language R. At its base level, R is a programming language built by statisticians for statistical analysis, data mining and predictive analytics. In a broader sense, it is data analysis software used by data scientists to access data, develop and perform statistical...

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Topics: Big Data, SAS, IT Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Information Management, Operational Intelligence, SPSS


In today’s competitive markets, many organizations recognize that customer service represents an opportunity to differentiate themselves from their competition. However, our research into the agent desktop shows that providing excellent customer service is a real challenge in many areas, starting with managing the channels of communication required to offer customers a choice in how they interact...

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Topics: Sales Performance, Customer Analytics, Customer Experience, Voice of the Customer, Operational Performance, Analytics, Business Performance, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM


Happy New Year to all my readers and followers. I hope everyone has gotten some rest and is ready for a great 2013. 2012 was a busy year in which we saw a critical inflection point, where an elevated focus on new methods and innovative technological approaches such as big data, business analytics, business and social collaboration, cloud computing, mobile technology and social media become part...

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Topics: Big Data, Sales Performance, Social Media, Supply Chain Performance, Market Research, Mobile Technology, Social Collaboration, IT Performance, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Information Applications, Information Management, Location Intelligence, Operational Intelligence, Workforce Performance, Technology


Customers have always been important to companies, but what are the best metrics to measure the success of customer-related activities, and how well companies meet customer expectations?

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Topics: Customer Analytics, Customer Feedback Management, Speech Analytics, Voice of the Customer, Analytics, Business Analytics, Customer & Contact Center, Contact Center Analytics, Desktop Analytics, Text Analytics


It’s hard to believe that Salesforce.com was launched only 14 years ago. It has since grown into a multi-billion-dollar company that has changed the way companies source software. Back in the early days its two primary messages were “the end of on-premises software” and “a new era of CRM in the cloud.” Today the first message seems to have softened somewhat, with its own website talking about...

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Topics: Salesforce.com, Social Media, Customer Analytics, Customer Experience, Social CRM, Voice of the Customer, Mobile Apps, Analytics, Business Analytics, Business Collaboration, Cloud Computing, Collaboration, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM


Ventana Research has been researching and advocating operational intelligence for the past 10 years, but not always with that name. From the use of events and analytics in business process management and the need for hourly and daily operational business intelligence, but its alignment with traditional BI architecture didn’t allow for a seamless system, so a few years later the discussion started...

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Topics: Big Data, SOA, Supply Chain Performance, business activity monitoring, business process monitoring, IT Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Complex Event Processing, Customer & Contact Center, Operational Intelligence, Service Cloud


As I’ve noted before, it’s common for CFOs of companies that are transitioning from being a small to a midsize business (that is, when they grow past about 100 employees) to find that the entry-level accounting package that they have been using no longer fits their needs. This software may be inexpensive to purchase and easy to use but it lacks many of the customization and business process...

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Topics: Planning, Salesforce.com, ERP, Human Capital Management, Office of Finance, Reporting, close, closing, Operational Performance, Business Performance, Cloud Computing, Financial Performance, Workforce Performance, Financial Performance Management, FinancialForce.com


Many organizations collect customer feedback, but my recent research into customer feedback management shows that most have yet to take advantage of modern techniques. The research shows that companies on average use approximately four methods. The most popular remain email and online surveys, listening to call recordings and outbound phone calls. Newer techniques such as reviewing social media...

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Topics: Customer Analytics, Customer Experience, Customer Feedback Management, Voice of the Customer, Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


Ventana Research does benchmark research that assesses the maturity of organizations across four dimensions: people, process, information and technology. We examine business issues along those dimensions because we recognize the interconnected relationships among them. Especially in larger companies, data issues such as accuracy and accessibility are often a root cause of poor performance of a...

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Topics: Big Data, Planning, Sales Performance, Supply Chain Performance, Office of Finance, Reporting, Budgeting, driver-based, Operational Performance, Business Performance, Customer & Contact Center, Financial Performance, Workforce Performance, Financial Performance Management, Integrated Business Planning


This is the third in a series of blog posts on what CEOs (and for that matter, all senior corporate executives) need to know about IT and its impact on running a business. The first covered the high-level issues. As I noted, it’s not necessary for a CEO to be able to write Java code or master the intricacies of an ERP or sales compensation application. However, CEOs must grasp the basics of IT...

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Topics: Planning, Predictive Analytics, Sales, Sales Performance, Customer, Human Capital Management, Office of Finance, Budgeting, close, closing, PRO, Operational Performance, Analytics, Business Analytics, Business Performance, Customer & Contact Center, Financial Performance, Information Management, CFO, CEO, FPM, Profitability, SPM


Organizations have been struggling for years to find effective systems to support customer self-service. One of the most popular techniques has been to deploy an IVR system, but my research into customer experience management shows that nearly two-thirds (61%) of customers using IVR end up taking the option to speak to an agent, and the old saying “customers hate IVR” still prevails. The same...

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Topics: Social Media, Customer Experience, Social CRM, Interactions, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Contact Center, CRM


Quantrix recently unveiled Quantrix 5, an updated version of its financial modeling software designed to fill the gap between spreadsheets and business intelligence (BI) systems. Quantrix provides users with many of the capabilities of an enterprise system and addresses shortcomings of desktop spreadsheet software without requiring extensive training.

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Topics: Big Data, Planning, Sales, Sales Performance, Supply Chain Performance, FP&A, Office of Finance, Reporting, Budgeting, Quantrix, Operational Performance, Analytics, Business Collaboration, Business Performance, Cloud Computing, Information Management, Workforce Performance, FPM


Increasingly, global financial markets compete on speed, so much so that high-speed trading capabilities have become a performance differentiator for the largest financial services firms and some investment funds. Transmitting messages with quotes, prices and trade data is a core capability for currency dealers. Informatica recently introduced Ultra Messaging, which is designed to offer global...

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Topics: Sales, GRC, credit, currency, LAN, Operational Performance, Business Performance, Financial Performance, Informatica, finance, WAN


I recently returned from Sweden, where QlikTech International hosted its annual analyst “unsummit.” Much of the information I was exposed to was under NDA, so I cannot talk about it here. What I can discuss, and what in many ways may be more interesting and more important, is the company’s focus on culture and philosophy.

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Topics: Big Data, Data Visualization, QlikView, Tableau, Google, discovery analytics, exploratory analytics, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Information Applications, Location Intelligence, Operational Intelligence, Workforce Performance, Impala, big query, Qliktech


When they were first introduced three decades ago, electronic spreadsheets provided a major advance in corporate planning compared to the paper spreadsheet-and-adding-machine systems they replaced. However, time passes and, as our research shows, desktop spreadsheets often hamper productivity because they were designed for personal productivity, not for managing repetitive, collaborative,...

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Topics: Big Data, Planning, Human Capital Management, Office of Finance, Reporting, Budgeting, driver-based, Operational Performance, Business Performance, Cloud Computing, Financial Performance, Workforce Performance, Financial Performance Management, Integrated Business Planning


Business software is beginning to undergo a design revolution comparable to the seismic shift from the green screen to the graphical user interface (GUI) that began in the mid-1980s. Three forces are at work. One is the retirement of large numbers of members of the baby-boom generation and the rise of a generation that grew up with computers and computer games from a young age. Also, software and...

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Topics: Big Data, Sales Performance, Salesforce.com, Supply Chain Performance, OpenWorld, Operational Performance, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Oracle, Workforce Performance, Dreamforce, finance, Tidemark, Business, design, development, GUI


Businesses need to simplify HR and compliance processes to save time and reduce risk. Talx, which helps employers address concerns in hiring, pay and compliance, has now assumed the name of its parent company and become Equifax Workforce Solutions [PDF]. HR and finance professionals should recognize the parent company’s brand from its work in the consumer credit industry. The company hopes these...

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Topics: Equifax, eThority, GRC, I9, Office of Finance, Operational Performance, Financial Performance, Governance, Risk & Compliance (GRC), Workforce Performance, CFO, Compensation, compliance, finance, Hiring, HR, TALX, Workforce Solutions


Effective planning has always been a challenge for companies, and it’s all the more so today. Even when companies deploy dedicated planning applications, they often do not or cannot use them to full advantage. I had a chance to learn more about 3M Corp. use of business planning in our recent 2012 Leadership Awards, who is the diversified global manufacturer of consumer and industrial products,...

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Topics: Big Data, Planning, Sales Performance, Supply Chain Performance, Human Capital Management, Office of Finance, Reporting, Budgeting, driver-based, Operational Performance, Business Performance, Customer & Contact Center, Financial Performance, Workforce Performance, Financial Performance Management, Integrated Business Planning


As a market research practitioner and a technology industry analyst covering big data and business analytics, I enjoyed listening to other analysts discuss the market research industry in a webinar.  My own research augments and sometimes contrasts with that of the webinar participants.

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Topics: Market Research, Marketing Planning, Business Intelligence, Business Performance, Customer & Contact Center, Operational Intelligence


We recently completed our benchmark research on next-generation business intelligence. Ventana Research looks as next-generation BI as a function of traditional BI that is converging with new technologies such as mobility, collaboration and cloud computing. Just a few years ago business intelligence might have been considered a mature category with incremental growth, but now it’s growing in new...

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Topics: Mobile, Sales Performance, Social Media, Supply Chain Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Collaboration, Customer & Contact Center, Financial Performance, Operational Intelligence, Workforce Performance


IBM Watson blends existing and innovative technology into a new approach called cognitive computing. At the simplest operational level it is technology for asking natural language-based questions, getting answers and support appropriate action to be taken or provide information to make more informed decisions. The technology relies on massive processing power to yield probabilistic responses to...

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Topics: Sales Performance, Supply Chain Performance, Machine Learning, IT Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, IBM, Information Management, Workforce Performance, Cognitive Computing, Expert Systems, IBM Watson


Recently I read that each person has an average of 1.8 devices connected to the Internet, and this number is likely to grow as people continue to buy smartphones and tablets. In parallel, the number of apps available in the various app stores is growing exponentially, with the iPhone store alone having more than 700,000 active apps. The big question for me is how much of this is about business...

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Topics: Customer Analytics, Customer Experience, NICE Systems, Social CRM, for example Genesys, Interactive Intelligence Jacada, Mobile Apps, Customer & Contact Center, Customer Service, Call Center, Contact Center, CRM


Earlier this year we published our Trends in Developing the Fast, Clean Close benchmark research findings. The most significant was that, on average, it takes longer for companies to close their books today than it did five years ago. In 2007, nearly half (47%) we closing their quarters within five or six days, but now only 38 percent can do it as quickly.

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Topics: Office of Finance, close, closing, Consolidation, Controller, effectiveness, XBRL, Business Performance, Financial Performance, CFO, Data, Document Management, Financial Performance Management, FPM


Recently I completed a benchmark research project into the adoption of a contact center in the cloud, which I defined as the combination of contact center-related communications, applications and analytics in the cloud. Furthermore I defined communications in the cloud as the systems to manage interactions, inbound and outbound, through different communication channels: telephony, email, post,...

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Topics: Social Media, Customer Analytics, Customer Experience, Social CRM, Mobile Apps, Analytics, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM


GoodData has been around since 2007, but it has seen especially explosive growth in the last year due to the fast adoption of cloud Business Intelligence. In a recent meeting, Roman Stanek, the company’s CEO, told me GoodData has more than 6,000 customers, and that many of these are household names. Given that he publicly stated a customer base of around 2,500 last year, it appears that the...

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Topics: Sales Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center


Big data was big news in 2012 and probably in 2013 too. The Harvard Business Review talks about it as The Management Revolution. The Wall Street Journal says Meet the New Boss: Big Data, and Big Data is on the Rise, Bringing Big Questions. Given big data’s popularity in the press, you might think that the technology market is only about big data and how companies use the vast and growing amount...

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Topics: Big Data, Data Warehousing, Predictive Analytics, Social Media, Harvard Business Review, Wall Street Journal, IT Performance, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Information Management, Technology Innovation, Strata+Hadoop


Much is written these days about how consumers have changed their buying and communication habits, and how more are turning to social media to search for product and service information, complain, exchange news and opinions, and, well, to be social. This has led to predictions such as the demise of the contact center, marketing becoming the prime leader of customer experience, and social media...

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Topics: Social Media, Customer Analytics, Customer Experience, Social CRM, Voice of the Customer, Mobile Apps, Operational Performance, Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM


To maximize the potential of their investments, businesses must manage product information, yet for many businesses product information is scattered and duplicated in many systems, which leads to duplication of effort, incorrect information about product descriptions and prices and improper tracking of products, all of which increase costs and waste time. At the same time, for marketing products...

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Topics: Master Data Management, Sales, Sales Performance, Supply Chain Performance, Operational Performance, Business Performance, CIO, Customer & Contact Center, Information Management, Commerce, Product Information Management


Since the early ’80s, when I personally experienced the transition from written time cards to cards for swiping on a time clock at a grocery retailer I worked at, I have been interested in the software and technology of workforce management. That gives me a perspective not many analysts can match when it comes to transitioning to new technology to help organizations manage and engage workforces....

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Topics: Mobile Technology, Social Collaboration, Operational Performance, Business Performance, Workforce Performance, Workforce Analytics, Workforce Management


I recently started a series of blog posts on what CEOs (and for that matter, all senior corporate executives) need to know about IT. The first covered the high-level issues. As I noted there, it’s not necessary for a CEO of a company to be able to write Java code or master the intricacies of an ERP or sales compensation application. However, CEOs must grasp the basics of IT just as they must...

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Topics: Big Data, Mobile, SaaS, Sales Performance, Social Media, Supply Chain Performance, Customer, ERP, Operational Performance, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Complex Event Processing, Customer & Contact Center, Financial Performance, In-memory, Information Management, Workforce Performance, CFO, CEO, PaaS


Over the last few weeks SAP has run several events for both customers and the analyst community to herald the launch of SAP 360 Customer in an attempt to regain ground in the CRM market and convince everyone that it has sorted out its cloud, mobile and collaboration strategy. One of the main user events was Sapphire NOW in Madrid earlier this month. From reports that I have seen, it seems that...

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Topics: Sales Performance, Salesforce.com, SAP, Social Media, Customer Analytics, Customer Experience, Social CRM, Voice of the Customer, Mobile Apps, Analytics, Business Collaboration, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, CRM


I’ve been examining how corporations plan and budget for more than decade. One clear pattern that has emerged is the difficulty that using desktop spreadsheets imposes on the process. Ventana Research recently published findings from our trends in business planning benchmark research, and the research once again confirms this observation. It shows that companies that use dedicated applications...

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Topics: Big Data, Planning, Sales Performance, Supply Chain Performance, Office of Finance, Reporting, Budgeting, driver-based, Operational Performance, Business Performance, Customer & Contact Center, Financial Performance, Workforce Performance, Financial Performance Management, Integrated Business Planning


The parent company of mplSystems, Message Pad Ltd., was founded in the U.K. in 1994 and provides the infrastructure to support contact center operations. mplSystems’ main product family is intelligentContact (iContact), which is available either on premises or in the cloud. It is an interesting mix of products that covers call, email, chat, SMS, social media management and routing from a...

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Topics: Microsoft, Social Media, Customer Analytics, Customer Experience, Social CRM, Speech Analytics, Voice of the Customer, Mobile Apps, Analytics, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Unified Communications


Many people enjoy mystery stories or crime thrillers; in the same vein of savoring the whodunnit and howdunnit, I like a good accounting scandal. My fascination with cooking the books started when I was young with the “great salad oil swindle”, which wound up causing losses in excess of $1 billion in today’s money and even threatened a Wall Street collapse. This disaster was averted by the...

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Topics: Fraud, Governance, GRC, Office of Finance, audit, IFRS, Business Performance, Financial Performance, Governance, Risk & Compliance (GRC), Hewlett Packard, Meg Whitman, SEC


The technology ecosystems are expanding rapidly and the use of big data and cloud computing challenge organizations to process information efficiently and deliver consistent high-quality data. To address these issues, Informatica has introduced two new offerings.

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Topics: Big Data, Social Media, Operational Performance, Business Analytics, Business Performance, Cloud Computing, Data Integration, Informatica, Information Applications, Information Management, Strata+Hadoop


Tableau Software is growing fast. Tableau has taken a “land and expand” strategy that drives what they call the democratization of analytics within organizations. Tableau has enjoyed first mover advantage in the area of exploratory analytics called visual discovery, a growing type of business analytics that allows companies to easily visualize data in a descriptive manner, but the company is...

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Topics: Big Data, Data Visualization, Sales Performance, Tableau, Google, discovery analytics, exploratory analytics, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Customer & Contact Center, Operational Intelligence, Impala, big query


Business analytics has become the highest ranked technology innovation, according to our benchmark research on business technology innovation, but a lack of trained resources and inefficient technology have hampered the best of organizations when they attempt to roll out analytics. Our benchmark research on business analytics in 2012 found that the majority of analysts in organizations spend more...

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Topics: Big Data, Sales Performance, Social Media, Supply Chain Performance, Narrative Science, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Information Applications, Information Management, Workforce Performance, Expert Systems, Digital Technology




I’m happy to say that Ventana Research celebrated its tenth anniversary at our recent Business Technology Innovation Summit in San Jose at the Tech Museum. This location was fitting, since at the event we introduced and presented our first-ever Technology Innovation Awards and seventh annual Leadership Awards. If you did not get a chance to attend, we have the live webstream available for replay...

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Topics: Sales Performance, SAP, Social Media, Supply Chain Performance, Peoplefluent, Planview, Research, Splunk, IT Performance, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, IBM, Information Applications, Information Management, Location Intelligence, Operational Intelligence, Workforce Performance, Ceridian, CFO, CMO, COO, Datawatch, Saba, Technology


I have challenged some of the hype about the social enterprise because I feel “social” gives the wrong impression. For most people, social media is predominately about being social. While everyone likes to feel that going to work is partly about being social, when it comes down to it running a business is about winning customers, selling them your products or services, and providing customer...

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Topics: Social Media, Customer Analytics, Customer Experience, Customer Feedback Management, Social CRM, Speech Analytics, Voice of the Customer, Mobile Apps, Operational Performance, Analytics, Business Collaboration, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Unified Communications, Vendor(s), Workforce Force Optimization


The business/IT divide is a barrier that prevents most companies from achieving their true performance potential. The divide has remained a constant impediment since the dawn of business computing six decades ago. It’s not necessary for a CEO of a company to be able to write Java code or master the intricacies of an ERP or sales compensation application. However, that CEO must master the basics...

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Topics: Big Data, Performance Management, Sales Performance, Supply Chain Performance, Human Capital Management, competition, executive, Operational Performance, Business Performance, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, In-memory, Workforce Performance, CFO, IT, CEO, FPM


Mobile technology continues to advance weekly, with new software releases and new versions of devices. Though it has been in the headlines frequently in recent weeks, can Microsoft really change the mobile technology dynamics in the business world?

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Topics: Microsoft, Sales Performance, Google, Microsoft Windows Phone, IT Performance, Operational Performance, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Information Applications, Information Management, Workforce Performance, Digital Technology


People have been complaining about the budgeting and planning processes in their organizations for decades. If you’re old enough, you may recall President Carter’s failed attempt to use something called zero-based budgeting to impose discipline in federal outlays. (In his first year in office the federal government reported a whopping $54 billion deficit.) Some complaining is almost inevitable,...

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Topics: Big Data, Planning, Sales Performance, Supply Chain Performance, Office of Finance, Reporting, Budgeting, driver-based, Operational Performance, Business Performance, Customer & Contact Center, Financial Performance, Workforce Performance, Financial Performance Management, Integrated Business Planning


I recently wrote how CallMiner had expanded into text analytics and had released its myEureka product, which in my opinion took the presentation of analytics to a new level. My colleagues agreed, and our firm awarded CallMiner the 2012 Ventana Research Technology Innovation Award for Customer Excellence.

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Topics: Customer Analytics, Customer Experience, Speech Analytics, Voice of the Customer, Callminer, Analytics, Business Analytics, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics


TribeHR has brought to market an HR application suite that uses social collaboration to empower workers and managers to perform tasks that might once have been done mostly by HR professionals, or not done at all. The software-as-a-service-based TribeHR application helps businesses with fewer than 500 employees with recruiting, applicant tracking, onboarding, performance and goal setting, and time...

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Topics: Performance Management, Human Capital Management, Recruiting, Social Collaboration, Operational Performance, Business Collaboration, Business Performance, Cloud Computing, Workforce Performance, Hiring, HR, TribeHR


Workforce management software vendor Kronos released its financial results at its 15th annual KronosWorks conference (#KronosWorks12) this week. As a private company Kronos had $870 million in revenue for its 2012 fiscal year ending in September, making Kronos one of the largest software and technology companies in the world. Our benchmark research into next-generation workforce management finds...

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Topics: Mobile Technology, Business Analytics, Business Collaboration, Cloud Computing, Information Applications, Tablets, Workforce Analytics, Workforce Management


Vocalcom is one of the up-and-coming names in the contact center market. Founded in 1995, it is headquartered in France but has a worldwide presence, with 4,500 customers and more than half a million users of its services. It may not be as well-known as other companies in the same space because many of the customers are in southern Europe, and a high percentage are outsourcers who use its...

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Topics: Salesforce.com, Social Media, Customer Analytics, Customer Experience, Social CRM, Speech Analytics, Voice of the Customer, Mobile Apps, Analytics, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Unified Communications, Vocalcom


Organizations engage in a range of forward-looking activities. Sales organizations have pipelines to forecast sales. Manufacturing organizations set and reset demand plans and near-term production schedules, often in response to longer-term production plans that determine what they will make and where and how they will make it. Logistics people plan inbound and outbound shipments. Marketing...

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Topics: Big Data, Planning, Sales Performance, Supply Chain Performance, Office of Finance, Reporting, Budgeting, driver-based, Operational Performance, Business Performance, Customer & Contact Center, Financial Performance, Workforce Performance, Financial Performance Management, Integrated Business Planning


The idea of devising and using maturity assessments to improve business performance has been a staple of management, functional and strategic consultants for decades. It’s based on two unassailable principles. One is the general assertion that companies differ in their ability to do anything along a range from nonexistent to advanced. The second is that at any time it’s possible for a...

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Topics: Performance Management, Sales Performance, Social Media, Supply Chain Performance, Customer Experience, Governance, IT Performance, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Location Intelligence, Operational Intelligence, Workforce Performance, benchmark, FPM


IBM’s Information on Demand conference last week took over the fifth-largest conference venue in the country at the Mandalay Bay and Resort Convention Center in Las Vegas. During the keynote at the end of day one, IBM demonstrated its Cognos portfolio, a family of products that helped IBM earn a ranking of Hot in our 2012 Business Intelligence Value Index.

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Topics: discovery tools, exploratory analytics, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Financial Performance, Operational Intelligence, Cognos, cognos enterprise, cognos express, cognos insight


At the recent Teradata’s annual Partners user conference, the company outlined its expanding role as a provider distributed information architecture technology. My colleague Tony Cosentino assessed Teradata’s business analytics and big data strategy, but there is more under the covers in regards to the company’s expanding role for big data and enterprise architectures. Over the last several...

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Topics: Big Data, QlikView, SAS, alteryx, IT Performance, Business Analytics, Hortonworks, Information Management, Location Intelligence, Operational Intelligence, Strata+Hadoop


At its annual IBM Information on Demand 2012  (IOD) and Business Analytics Forum, IBM unleashed a broad range of news concerning big data and analytics. It showcased its recently announced IBM PureData System appliance, which provides an engineering system for analytics and transactions and is part of what IBM calls IBM PureSystems. Appliances are one of the most desired technologies planned for...

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Topics: Big Data, Business Analytics, Information Applications, Information Management, IBM DB2



Salesforce.com launched more than 12 years ago as the founding CRM vendor in the cloud. Today it has grown to be the kitchen-sink vendor in the cloud. It seems every month it announces some new cloud service, and its services now cover almost the entire enterprise: sales, marketing, service, HR, finance and a list of supporting services that make it hard to determine just what the company now has...

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Topics: Sales, Social Media, Customer Analytics, Customer Experience, Social CRM, Voice of the Customer, Mobile Apps, Analytics, Business Analytics, Business Collaboration, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Call Center, Contact Center, CRM, Text Analytics, Unified Communications


Unlike other recent conferences that seem to focus almost exclusively on cloud computing, this week’s Teradata Partners Conference emphasized big data and analytics. The vision that Teradata lays out is one in which new technologies such as Apache Hadoop live side by side with more traditional enterprise data warehouses (EDW) and companies have the flexibility to define their own approaches to BI...

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Topics: Big Data, IT Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Information Applications, Information Management, Operational Intelligence, Teradata Aster


SAP has inaugurated a new series of business applications it calls Enterprise Performance Management (EPM) OnDemand as a cloud-based subscription service. The applications are part of SAP’s EPM version 10 suite, which it introduced last year. It’s a first step in what is likely to be a portfolio of general-purpose, lightweight and relatively low-cost apps designed to be used on mobile devices....

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Topics: Big Data, Performance Management, Sales Performance, SAP, Supply Chain Performance, Office of Finance, expense, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Workforce Performance, Business Applications, FPM, HANA


Our new world of multifaceted customer communications is driven by moments of interaction with the brand, often called moments of truth. Today’s call center analytics put companies in a position to manage these moments. Analytics that are specific to the call center include desktop analytics, event stream analytics, speech analytics, text analytics, cross-channel analytics and predictive...

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Topics: Customer Engagement, Customer Experience, customer life cycle, call center analytics, capacity utilization, Operational Performance, Business Analytics, Business Intelligence, Customer & Contact Center, Workforce Performance, Call Center, Workforce Analytics, NPS


At the SAP TechEd conference in Las Vegas this week, the global software giant unveiled the latest versions of its technology, platforms and applications across the cloud, mobile and on premises. SAP executive Vishal Sikka followed up in person to his written response to the statements Oracle CEO and Chairman Larry Ellison made at Oracle OpenWorld on the limited nature of SAP’s HANA in-memory...

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Topics: SAP, Operational Performance, Business Analytics, Business Intelligence, Business Performance, CIO, Cloud Computing, Information Management, SAP HANA, SAP NetWeaver


There weren’t any headlines (or even many tweets) about Oracle Fusion Financials emanating from this year’s Oracle OpenWorld (#OOW12) conference. Maybe that’s by design, because it’s not in Oracle’s best interest to kick up a lot of dust about ERP migration. The financial applications software market is mature, and market share leaders such as Oracle have less interest in getting customers to...

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Topics: Performance Management, ERP, Office of Finance, financial, Business Performance, Cloud Computing, Financial Performance, Oracle, Workday, JD Edwards, PeopleSoft


I had the opportunity last week to visit PivotLink in the Bellevue, Washington, office that houses the company’s development team and marketing leadership to see its software. After taking the helm a little more than a year ago and putting a new team in place, CEO Bruce Armstrong has positioned the company above the fray of the crowded business intelligence software set. The company has smartly...

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Topics: Retail Analytics, Sales Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Location Intelligence


During its annual industry analyst summit this week, human capital management software vendor SumTotal Systems introduced new heads of finance, marketing and sales, and talked about expanding operations in Europe and Asia-Pacific – all part of a business growth strategy that I am sure the company’s private equity owner is expecting. While I wrote about the company earlier this year, SumTotal now...

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Topics: Social Media, Human Capital Management, Mobile Technology, Recruiting, Social Collaboration, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Workforce Performance, Talent Management, Workforce Management


Our benchmark research into retail analytics suggests that only 34 percent of retail companies are satisfied with the process they currently use to create analytics. That’s 10 percent fewer businesses satisfied than we found for all industries combined. The dissatisfaction is being driven by underperforming technology that cannot keep up with the dramatic changes that are occurring in the retail...

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Topics: Big Data, Retail Analytics, SaaS, Sales Performance, Social Media, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Collaboration, Operational Intelligence


This week I’m at the 2012 HR Technology Conference (Twitter: #HRTechConf) where the scene is more than cool – it is hip. In the past several years technology for human resources – now more often called human capital management – has transformed from administrative software to applications anyone in the workforce can use to access information about their company, job, goals, performance, pay,...

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Topics: Sales Performance, Social Media, Supply Chain Performance, Human Capital Management, Mobile Technology, Social Collaboration, Operational Performance, Business Collaboration, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Workforce Performance, HR, Talent Management


Unless you have some combination of a very strong credit rating, a high income-to-debt payment ratio and a relatively low loan-to-value ratio, it’s not especially easy to refinance a mortgage these days. That’s a shame, because there are plenty of people who have stayed current in meeting their credit obligations and whose mortgages are comfortably below current market value who could benefit...

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Topics: Office of Finance, XBRL, Analytics, Business Analytics, Business Performance, Financial Performance, finance, capital markets


I recently wrote about how technology vendors attempt to skew analysts’ and influencers’ research from the edit and review cycles controlled in financial contracts to payment for placed blogs as independent analysis published on the Internet. It is unfortunate that we have to deal with this level of bias. Clearly it is critical for business and IT to identify trusted sources of research and...

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Topics: Sales Performance, Gartner, Research, CIO, Customer & Contact Center, CMO, Technology Spending


At Oracle OpenWorld this week I focused on what the company is doing in business analytics, and in particular on what it is doing with its Exalytics In-Memory Machine. The Exalytics appliance is an impressive in-memory hardware approach to putting right-time analytics in the hands of end users by providing a full range of integrated analytic and visualization capabilities. Exalytics fits into the...

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Topics: Big Data, SAP, exadata, Analytics, Business Analytics, Business Intelligence, Business Performance, Exalytics, IBM, Oracle



Salesforce.com’s recent Dreamforce user conference got me wondering about how far the market for cloud-based software has come. To answer that question, I looked to our own research. For the past several years Ventana Research has routinely asked participants in its benchmark research what preference, if any, they have for deploying software they use to support the activity we are benchmarking....

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Topics: SaaS, Sales, Sales Performance, Salesforce.com, Supply Chain Performance, Operational Performance, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Workforce Performance, Software


Call Centre & Customer Management Expo has been running for several years now. The event provides an opportunity for contact center and customer service managers in Europe to catch up with all the latest and greatest going on in the market. At this year’s event earlier this week, as usual, I found the normal mix of presentations, vendor exhibition stands and other side events. The vendor show...

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Topics: Sales Performance, Social Media, Customer Analytics, Customer Data Management, Customer Experience, Customer Feedback Management, Social CRM, Speech Analytics, Voice of the Customer, Operational Performance, Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Unified Communications, Vendor(s), Workforce Force Optimization


I attended Oracle’s annual OpenWorld conference this week. The company claims it holds the world’s largest technology conference, with 50,000 attendees and a million people viewing sessions online. It was a great opportunity to get close to the Oracle Fusion Applications, which the company presented as proven and ready, with customers using them on-premises and in private and public cloud...

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Topics: Sales, Sales Performance, Salesforce.com, SAP, Social Media, Mobile Technology, Social Collaboration, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Information Management, Oracle, Workforce Performance, CRM, SFA, Workday, Workforce Analytics


Two key themes that emerged from Larry Ellison’s Sunday night keynote at this year’s Oracle OpenWorld were faster processing speed and cheaper storage. An underlying purpose to these themes was to assert the importance of Oracle’s strategic vertical integration of hardware and software with the acquisitions of Sun. I try to view technology keynotes like this from the perspective of a practical...

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Topics: Big Data, Customer Experience, executive, IT Performance, Business Analytics, Business Performance, Data Management, Financial Performance, In-Memory Computing, Information Management, Business Process Management, Data, FPM


Informatica is a Hot vendor when it comes to our Value Index for Data Integration. When it comes to meeting the business need for consistent and high-quality product information, Informatica just raised its prospects with its announced takeover of Heiler Software. Until now, Informatica has lacked a product information management (PIM) offering. Germany-based Heiler Software, whose presence has...

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Topics: Sales Performance, Supply Chain Performance, MDM, PIM, Operational Performance, Business Performance, CIO, Customer & Contact Center, Data Governance, Financial Performance, Information Management, Product Information Management


IBM acquired SPSS in late 2009 and has been investing steadily in the business as a key component of its overall business analytics portfolio. Today, SPSS provides an integrated approach to predictive analytics through four software packages: SPSS Data Collection, SPSS Statistics, SPSS Modeler and SPSS Decision Management. SPSS is also integrated with Cognos Insight, IBM’s entry into the visual...

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Topics: Predictive Analytics, Social Media, IT Performance, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Customer & Contact Center, IBM, Workforce Performance, SPSS


Confirmit is one of the leading vendors of market research services. It has a full range of products that support every step of the market research cycle. Its software lets users create surveys that can be delivered through multiple channels, perform panel management (managing teams of people that contribute to research programs), collect the data from completed surveys, and use a suite of...

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Topics: Sales Performance, Customer Analytics, Customer Experience, Customer Feedback Management, Speech Analytics, Voice of the Customer, Operational Performance, Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Confirmit


Effective capital planning and capital investment are vital to a company’s long-term success. The choices a company makes – how much to invest and in which facilities or projects – have a profound effect on its long-term success. For that reason, companies take pains to ensure that these decisions support their long-term strategies and are made as rationally as possible. Because Ventana Research...

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Topics: Planning, Office of Finance, Reporting, Business Analytics, Business Performance, Financial Performance, finance, capital budget, capital spending, FPM


Exactly what is the relationship between workforce analytics and big data? Most of the use cases for big data seem to revolve around marketing, social media and customer service initiatives where unstructured data sources reveal big value. Our research into big data analytics suggests a prime benefit of big data is in the ability to retain and analyze larger amounts of data and to increase the...

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Topics: Big Data, Human Capital Management, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Financial Performance, Workforce Performance


Enghouse Systems Ltd. is not one of the best-known brands in the contact center market, but if it keeps acquiring vendors at the rate it has been doing then it might soon be. It was founded in Canada in 1984, and from what I can see it is grown largely by acquisition to revenues of more than $120 million. It has morphed into Enghouse Interactive, which now represents nearly 90 percent of its...

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Topics: Customer Analytics, Customer Experience, Voice of the Customer, Enghouse interactive, Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Unified Communications, Workforce Force Optimization


Voice Print International recently announced it has selected Hewlett-Packard’s Autonomy to deliver speech and multi-channel analytics. This news means VPI joins a small group of vendors that can provide a view of customer interactions across multiple communication channels, which is of growing importance to companies. My research into the contact center in the cloud shows that companies now...

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Topics: Customer Analytics, Customer Experience, Speech Analytics, Voice of the Customer, VPI, Management, Analytics, Business Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics


Salesforce is a global software-as-a-service (SaaS) company to be reckoned with. The swarming crowds at its Dreamforce event last week were estimated to exceed 90,000. The company is rapidly growing an ecosystem that includes Sales, Service and Marketing Clouds; Force.com for building applications; and Data.com for storing data in the cloud centrally for use across Salesforce products. It is also...

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Topics: Master Data Management, Sales Performance, Salesforce.com, Social Media, SnapLogic, Zyme Solutions, IT Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, CIO, Cloud Computing, Customer & Contact Center, Data Governance, Data Integration, Governance, Risk & Compliance (GRC), Informatica, Information Builders, Information Management, Data, data integrity, database.com, Kapow



I was at the Salesforce.com Dreamforce conference this week to hear about the latest advancements from the cloud computing software giant. Salesforce has helped revolutionize cloud computing for business, and its social media and collaborative technologies help advance business processes in sales, customer service and improve the interactions between employees, partners and customers. Salesforce...

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Topics: Big Data, Predictive Analytics, QlikView, Sales Performance, Salesforce.com, Social Media, Gooddata, SnapLogic, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, InetSoft, Information Applications, Information Management, KXEN, Operational Intelligence, Cloud9 Analytics, Domo, Information Builder iway, Roambi


With more than 90,000 attendees registered and 100,000 more expected to watch via live stream on Facebook, Salesforce.com’s Dreamforce is the biggest technology event of this year. The conference kicked off yesterday morning with MC Hammer letting the packed house know that it was “Chatter time” and leaving little doubt about the theme of the Marc Benioff’s keynote speech: Social. Citing numbers...

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Topics: Big Data, Mobile, Sales Performance, Social Media, IT Performance, Operational Performance, Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Location Intelligence, Workforce Performance, Social


I cover the meat-and-potatoes aspects of corporate computing. I also pay attention to the special needs of midsize companies (by our definition, those with between 100 and 999 employees), which are unlike those of either small business or large corporations. After attending this year’s Dreamforce conference, Salesforce.com’s annual user meeting held this week in San Francisco, I can appreciate...

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Topics: Sales, Sales Performance, Salesforce.com, Social Media, ERP, Office of Finance, CRM customer service, SMB, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Dreamforce, finance, Security, FPM


Thinking about big data and the swirling world of analytics that surrounds it can be overwhelming. Broad-based organizational and technological changes are driving a new industrial constitution built on time-to-value and closed-loop systems of organizational and machine learning.  As I analyze our next-generation business intelligence benchmark research results, I see trends in collaboration and...

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Topics: Big Data, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Information Applications, Information Management, Location Intelligence, Operational Intelligence


In what will no doubt be one of a host of announcements coming out of Dreamforce, Genesys announced a new set of cloud-based services especially for Salesforce.com customers. Genesys is a well-known brand in the contact center market, but it has undergone significant change of late and is now an independent company in charge of its own destiny. This announcement demonstrates that it intends to...

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Topics: Salesforce.com, Customer Experience, Voice of the Customer, Genesys, Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, CRM, Unified Communications


The annual Salesforce.com Dreamforce conference (Twitter: #DF12), just underway, may be the largest software conference ever, with attendance, physically and on the Internet, expected to be 90,000. Certainly, as one of the largest software events of 2012, this conference will be heavily covered via social media, while under the roof of the Moscone Center and surrounding hotels Salesforce will be...

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Topics: Sales Performance, Salesforce.com, Supply Chain Performance, Research, SFDC, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Information Applications, Information Management, Operational Intelligence, Workforce Performance, Dreamforce


Many people these days talk about voice of the customer (VOC) programs and how they can improve business performance. The foundation of any VOC program is collecting customer feedback, analyzing it and using the insights to improve customer-focused processes, training and the use of technology. Changes usually focus on customer service, but increasingly companies are focusing on the customer...

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Topics: Social Media, Customer Analytics, Customer Experience, Customer Feedback Management, Speech Analytics, Voice of the Customer, Analytics, Business Collaboration, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics


I attended Taleo World to see how well Oracle is integrating Taleo after acquiring the company in 2012. I assessed the announcement by Oracle earlier this year; it was clear then that Oracle needed to make this acquisition to boost its cloud computing and talent management efforts. In the three-hour keynote session, a business overview and software demonstrations indicated what Oracle has in...

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Topics: Social Media, Human Capital Management, Recruiting, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Financial Performance, Oracle, Workforce Performance, HireVue, Hiring, HR, JobVite, Talemetry, Taleo


Our recent benchmark research into the adoption of cloud-based systems to support contact center operations shows that around 10 percent of companies have adopted what is commonly termed communications in the cloud – that is, systems in the cloud to manage delivery of telephone calls to the right location, be it an internal extension number within an organization, a branch office number, a...

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Topics: Customer Analytics, Customer Experience, Social CRM, Speech Analytics, Voice of the Customer, NewVoicemedia, Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics


As I listened to the keynote address at, conf2012, the annual Splunk user conference, my initial impression was that the company was spreading itself too thin. The company highlighted four rather formidable areas of organizational focus: Enterprise 5.0, the company’s flagship data platform, which is now in beta; Development, which is support for building applications and integrating Splunk within...

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Topics: Big Data, Splunk, data fabric, IT Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Operational Intelligence, Digital Technology



Budget season is about to open at most companies that operate on a calendar year, so this is probably as good a time as any to rethink the process. Almost all companies will undertake the construction of a budget this year the same way they did it last year, despite widespread complaints that it is a monumental waste of time. One major reason why budgeting never changes is that it isn’t important...

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Topics: Big Data, Planning, Sales Performance, Office of Finance, Reporting, Budgeting, Controller, Operational Performance, Business Performance, Financial Performance, CFO, Compensation, cash management, FPM, Integrated Business Planning


Our recent benchmark research on the contact center in the cloud shows companies are under more pressure than ever to upgrade their contact centers. The large majority of companies (73%) think it is very important to improve the way they handle customer interactions, and only a small percentage are fully satisfied with their current applications (19%) or their communications (14%). Upgrading...

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Topics: Customer Analytics, Customer Data Management, Customer Experience, Customer Feedback Management, Social CRM, Speech Analytics, Voice of the Customer, Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Unified Communications, Workforce Force Optimization


If you’re considering purchasing a financial performance management (FPM) suite, you shouldn’t overlook a recent entrant in the category, Tagetik (which sort of rhymes with “magnetic”). The company, which was founded in 1986 and is based in Lucca, Italy, began by focusing mainly on Europe, but has extended its efforts in the United States in the past two years. Tagetik 4.0 is an elegant...

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Topics: Big Data, Planning, Office of Finance, Reporting, Budgeting, close, Consolidation, Controller, SharePoint, XBRL, Business Analytics, Business Collaboration, Business Performance, Dashboards, Financial Performance, Workforce Performance, CFO, Tagetik, FPM


Jaspersoft Business Intelligence Suite competes in the open source and broader BI market. Its customer base is mostly in the small and midsized business and OEMs and SaaS providers who can embed Jaspersoft code directly into their offerings. Earlier this summer, the company introduced Jaspersoft 4.7, which features advancements in interactive reporting, big data access and mobile business...

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Topics: Big Data, Mobile, Jaspersoft, Operational Performance, Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Information Applications


I had a refreshing call this morning with a vendor that did not revolve around integration of systems, types of data, and the intricacies of NoSQL approaches. Instead, the discussion was about how its business users analyze an important and complex problem and how the company’s software enables that analysis. The topic of big data never came up, and it was not needed, because the conversation was...

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Topics: Big Data, Datameer, Predictive Analytics, Sales Performance, Supply Chain Performance, Planview, SuccessFactors, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, IBM, Information Management, Operational Intelligence, Workforce Performance, PivotLink


After this summer’s SAS European analyst event, I wrote that I came away less than convinced SAS was truly committed to the cloud, based largely on the fact that most other vendors are blowing their cloud trumpets much louder than SAS. It seemed developments in and around customer intelligence and its other products were higher priority to the company than its cloud strategy. However, after a...

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Topics: SAS, Customer Analytics, Customer Data Management, Speech Analytics, Voice of the Customer, Operational Performance, Analytics, Business Analytics, Cloud Computing, Customer & Contact Center, Call Center, Contact Center, Contact Center Analytics, Desktop Analytics, Text Analytics


One of the community groups to which I donate my time is an organization that puts on a Concours d’Élegance – a vintage car show. Such Concours date back to seventeenth-century France, when wealthy aristocrats gathered to see who had the best carriages and most beaudacious horses. Our Concours serves as the centerpiece to a broader mission of raising money for several charities. There a many such...

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Topics: Big Data, GRC, IT Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, CIO, Financial Performance, Information Management, Operational Intelligence, CFO, finance, Talent Management, FPM


IBM has announced its intention to acquire Kenexa as part of IBM Smarter Workforce initiative and social business software division. It’s a billion-dollar-plus investment to bolster IBM’s social business and give the company more depth in the human capital management software market that comprises human resources, talent management and workforce management. A lot of surface-level analysis I’ve...

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Topics: Sales Performance, Social Media, Supply Chain Performance, Human Capital Management, Kenexa, Recruiting, Operational Performance, Business Collaboration, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), IBM, Workforce Performance, Talent Management


Our research consistently finds that defects in data are the root cause of a wide range of problems encountered by modern corporations. The magnitude of the problem correlates with the size of the company: Big companies have bigger headaches than midsize ones. Data issues diminish productivity in every part of a business as people struggle to correct errors or find workarounds. Issues with data...

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Topics: Big Data, Predictive Analytics, Sales Performance, Supply Chain Performance, GRC, IT Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, CIO, Customer & Contact Center, Financial Performance, Information Management, Operational Intelligence, Workforce Performance, CFO, finance, FPM


Midsize businesses “pay” for their use of entry-level accounting systems by not having the essential information they need readily available and by using up valuable time that could be better spent generating business, finding issues or responding to opportunities sooner or simply enhancing the efficiency of the organization. Nevertheless, the transition from an entry-level accounting package...

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Topics: Sales Performance, Customer Experience, ERP, Office of Finance, end-to-end, finance cloud, Business Performance, Cloud Computing, Financial Performance, Business Process Management, CFO, finance, accounting software, business process execution, financial systems, FPM


A study by the McKinsey Global Institute published earlier this year suggests a coming shortage of more than 140,000 workers with deep analytical skills and a shortage of more than 1.5 million data-literate managers. I’m not sure how the study defined these roles, but I’d guess that those with deep analytic skills are those folks building the complex models, and the data-literate managers are...

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Topics: Big Data, Data Scientist, Predictive Analytics, Sales Performance, IT Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Operational Intelligence, Workforce Performance


In my last rant, on business analytics and the pathetic state of dashboards, I pointed out significant flaws in business intelligence software created by technology providers and in how it is being deployed by business and IT. Now I want to follow up with some insight on disconnects to a critical asset that is essential to the success of business analytics. I mean key performance indicators...

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Topics: Sales Performance, Social Media, Supply Chain Performance, Sustainability, KPI, IT Performance, Key Performance Indicators, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Location Intelligence, Operational Intelligence, Workforce Performance


The product page for Interactive Intelligence highlights what the company is best known for – IP-based business communications. This image is further strengthened by its flagship Customer Interaction Center platform, which offers organizations a fully featured multimedia contact center in the cloud. This offering includes multimedia communications in the cloud along with many of the capabilities...

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Topics: Customer Analytics, Customer Experience, Customer Feedback Management, Speech Analytics, Voice of the Customer, Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, Desktop Analytics, Interactive Intelligence, Text Analytics, Unified Communications, Workforce Force Optimization


Over the last several months, my colleague VP and Research Director Tony Cosentino and I have been assessing vendors and products in the business intelligence market as part of our upcoming Value Index. Tony recently wrote about the swirling world of business analytics, covering many of the dynamics of this industry. He and I have been reviewing the breadth and depth of over 15 of these vendors...

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Topics: Sales Performance, Supply Chain Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, CIO, Cloud Computing, Customer & Contact Center, Dashboards, Financial Performance, Governance, Risk & Compliance (GRC), Information Management, Location Intelligence, Workforce Performance, Expert Systems


Over the years Tibco has provided infrastructure for enterprise data integration and has built a substantial installed base. Now the company positions itself as supplying next-generation analytics for big data through service-oriented architecture (SOA). SOA has been around for a while; Ventana Research has been tracking it since 2006 and conducted benchmark research on SOA. But it remains a...

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Topics: Big Data, Predictive Analytics, Sales Performance, SOA, Spotfire, IT Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Complex Event Processing, Customer & Contact Center, Information Management, Operational Intelligence, Tibco, CEP, Service Cloud


For the past several years Ventana Research has focused more on analytics and their importance to improving business performance. We’ve done extensive benchmark research in business analytics, detailing how they are used generally in business and in major functional areas of companies as well as their application in specific industries. We adopted this focus because technology advances are...

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Topics: Big Data, Performance Management, Planning, Sales Performance, Supply Chain Performance, Human Capital Management, Modeling, Office of Finance, Budgeting, driver-based, Operational Performance, Analytics, Business Analytics, Business Performance, Customer & Contact Center, Financial Performance, In-memory, Workforce Performance, best pracices, business value, cash management, challenge, financial planning


In this second in a blog series on business analytics I focus on the increasingly important area of predictive analytics. Our benchmark research into predictive analytics shows that while the vast majority of companies see this technology as important or very important for the future of their organizations, most are not taking full advantage of it. This finding suggests that there is an...

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Topics: Big Data, Predictive Analytics, Sales Performance, Supply Chain Performance, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Operational Intelligence, Workforce Performance


I’ve challenged a lot of the hype about the social enterprise, because I feel “social” gives the wrong impression. For most people, social media is predominately about socializing. While everyone likes to feel that going to work is partly about interacting with friends, when it comes down to it running a business is about winning customers, selling them your products and services, and providing...

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Topics: Social Media, Customer Analytics, Customer Data Management, Customer Experience, Customer Feedback Management, Social CRM, Speech Analytics, Voice of the Customer, Operational Performance, Analytics, Business Collaboration, Business Performance, Cloud Computing, Customer & Contact Center, Customer Service, Operational Intelligence, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Unified Communications, Workforce Force Optimization


People used to use the phrase “the last mile” solely to refer to a condemned prisoner’s path to execution. Then the telecommunications industry picked it up to describe that part of a circuit between a major trunk line and a subscriber. Later still a defunct software company, Movaris (now part of Trintech), used the phrase in an analogy to refer to the set of activities that take place between...

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Topics: Customer Experience, Governance, GRC, Office of Finance, Reporting, audit, close, Consolidation, Controller, XBRL, Business Performance, Financial Performance, Governance, Risk & Compliance (GRC), CFO, compliance, FPM, SEC


When it comes to managing product information, organizations know they have room for improvement; only 27 percent trust their efforts completely, and less than a fifth (19%) are very satisfied with them. Almost half (48%) say they have too many incompatible tools, while 41 percent do not have a centralized information repository and 45 percent use a manual process to create a single complete,...

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Topics: Sales Performance, Supply Chain Performance, MDM, PIM, Operational Performance, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Information Management (IM), Product Information Management


When it comes to the task of managing performance, many organizations still find themselves fixated on the past rather than planning for improvement in the future. When performance management processes operate efficiently, technology to support activities such as modeling and analytics can optimize outcomes and help align them to targeted goals and objectives. This might seem trivial or easily...

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Topics: Big Data, Performance Management, Planning, Sales, Sales Performance, Operational Performance, Business Analytics, Business Performance, Cloud Computing, Financial Performance, Governance, Risk & Compliance (GRC)


What does it cost to run an IT department? That’s an easy question to answer, but for most companies, why it costs that amount is not. IT departments often complain that most of their budget is devoted to funding daily operations and basic maintenance (“keeping the lights on”), but often, one big overlooked problem is the chargeback process that most companies use to assign IT department...

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Topics: Sales, Office of Finance, Budgeting, chargebacks, Operational Performance, Business Intelligence, Business Performance, Financial Performance, IT cost


Our benchmark research on business analytics suggests that it is counterproductive to take a general approach to the topic. A better approach is to focus on particular use cases and lines of business (LOB). For this reason, in a series of upcoming articles, I will look at our business analytics research in the context of different industries and different functional areas of an organization, and...

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Topics: Big Data, Predictive Analytics, Sales Performance, Social Media, Supply Chain Performance, IT Performance, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Location Intelligence, Operational Intelligence, Workforce Performance


Our recent benchmark research on information management uncovered some startling facts about the level of technology adoption necessary for efficient information-centric organizations. Chief information officers (CIO) are responsible for the availability of information to their businesses in a consistent and timely basis, but in most organizations, information management is seen as just a...

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Topics: Big Data, Operational Performance, Business Analytics, Business Performance, CIO, Customer & Contact Center, Data Management, Financial Performance, Information Applications, Information Management, Data, IT


For several years the U.S. Securities and Exchange Commission (SEC) has mandated that filers apply eXtensible Business Reporting Language (XBRL) tags to their financial statements. XBRL was developed to make it easier for investors to use a company’s financial information. Now XBRL US has kicked off its second annual XBRL Challenge, a contest designed to encourage development of open source...

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Topics: Office of Finance, Reporting, closing, XBRL, Analytics, Business Analytics, Business Performance, Financial Performance, Information Management, finance, Financial Performance Management, SEC


Calabrio offers a suite of workforce optimization (WFO) products used in call centers that includes call recording, quality recording, workforce management and performance management, and it also offers a purpose-built speech analytics product. From a briefing and demonstration, I confirmed that the core WFO products support the capabilities that our research shows companies expect of these...

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Topics: Customer Experience, Customer Feedback Management, Social CRM, Speech Analytics, Voice of the Customer, Calabrio, Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, Workforce Force Optimization


Karmasphere has an interesting story to tell. Much like Datameer, which I recently blogged about, Karmasphere sits on top of the Hadoop distributed platform where companies such as ClouderaHortonworks and MapR compete. Karmasphere provides a collaborative environment and an analytical workbench that help companies write applications and workflows that run on top of Hadoop. The company’s...

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Topics: Big Data, IT Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Collaboration, Customer & Contact Center, Information Applications, Information Management, Karmasphere, Strata+Hadoop


Ventana Research has just released our 2012 Value Index for Product Information Management (PIM), in which we evaluate the competency and maturity of vendors and products. Our firm has been researching this software category for many years, and our latest benchmark research in product information management, coming out shortly, finds PIM software providing substantive benefits in new channels of...

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Topics: Master Data Management, Sales, Sales Performance, SAP, Supply Chain Performance, Enterworks, Hybris, Stibo Systems, Webon, Operational Performance, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Customer & Contact Center, Data Governance, Financial Performance, Governance, Risk & Compliance (GRC), IBM, Information Management, Location Intelligence, Oracle, Heiler, Product Information Management, Riversand


Since it was founded in 1999, salesforce.com has been driving other vendors and end-user organizations to rethink how they supply and purchase software. The company has grown from being a supplier of CRM in the cloud to a vendor with diverse offerings that include a development platform, an app exchange, platforms that support marketing, sales and customer service, knowledge management, desktop...

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Topics: Salesforce.com, Social Media, Customer Analytics, Customer Data Management, Customer Experience, Social CRM, Speech Analytics, Voice of the Customer, LiveOps, NewVoicemedia, Analytics, Business Collaboration, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Cisco, Contact Center, Contact Center Analytics, CRM, Interactive Intelligence, Text Analytics, Vocalcom


A look at Enghouse Interactive’s Products page shows it is not the easiest of companies to understand. Listed are six products – companies actually – that make up the parent: Arc Solutions, CosmoCom, Datapulse, Synellect, TelRex and Trio. As yet this list doesn’t include the latest acquisition, Zeacom. All the businesses in some way connect to multichannel communications and the contact center,...

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Topics: Customer Analytics, Customer Data Management, Customer Experience, Customer Feedback Management, Social CRM, Speech Analytics, Voice of the Customer, Enghouse interactive, Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Unified Communications, Workforce Force Optimization


MicroStrategy, announced version 9.3. The announcement came out of Amsterdam this month just in front of MicroStrategy World, the company’s annual conference for the European market. Release 9.3 delivers significant updates in four main areas: big data, advanced analytics, automated administration and visual data discovery.

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Topics: Big Data, MicroStrategy, Mobile, Predictive Analytics, Sales Performance, IT Performance, Operational Performance, Visual Insight, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Information Applications, Operational Intelligence, Workforce Performance, Digital Technology



VPI, a well established vendor in the workforce optimization (WFO) space, was recently rated as a Hot vendor in the Ventana Research Agent Performance Management 2012 Value Index, which extends the traditional definition of WFO to include multichannel interaction capture, agent-related analytics, and agent compensation management. VPI’s Hot rating is a tribute to the functionality and...

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Topics: Customer Analytics, Customer Experience, Speech Analytics, Voice of the Customer, VPI, Knowlagent, Nexxphase, Analytics, Business Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Pipkins, Workforce Force Optimization


Usually, just figuring out how to start the process of change is a major barrier to improvement in business. I think that’s especially true when it comes to integrated business planning (IBP). I started using that term six years ago to differentiate that process from financial budgeting and the many other forward-looking activities used in companies. IBP applies to a longstanding objective:...

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Topics: Big Data, Planning, Sales Performance, Supply Chain Performance, Office of Finance, Reporting, Budgeting, driver-based, Operational Performance, Business Collaboration, Business Performance, Customer & Contact Center, Financial Performance, Workforce Performance, Financial Performance Management, Integrated Business Planning


On the heels of the release of his new book, The Mobile Wave, Microstrategy’s CEO Michael Saylor delivered an interesting keynote at Microstrategy World in Amsterdam this past week. Unlike other keynotes we’ve seen at various supplier conferences, the presentation was not a sales pitch. There was no reference to the fact that the company was simultaneously launching MicroStrategy 9.3, a major new...

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Topics: Microsoft, MicroStrategy, Mobile, Sales Performance, Google, IT Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Information Applications, Nexus 7, Surface, Digital Technology


Knowlagent has carved out a unique position in the agent performance management market. Everyone involved in running a contact center knows how difficult it is to manage agent time so that agents are available within service level agreement specifications to answer inbound customer calls, have sufficient time to carry out other essential tasks such as breaks, training, coaching and making...

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Topics: Customer Analytics, Customer Experience, Voice of the Customer, Knowlagent, Analytics, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Workforce Force Optimization


This month Kana announced it had acquired contact center provider Ciboodle. This comes a few years after Ciboodle was acquired by Sword, a marriage that apparently didn’t work out because Sword, a predominantly services company, didn’t make the necessary investment in the Ciboodle products to keep them competitive. Kana, looking to expand its portfolio beyond service experience management,...

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Topics: Social Media, Customer Analytics, Customer Experience, Social CRM, Speech Analytics, Voice of the Customer, Kana, Analytics, Business Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics


Actuate, the driving force behind the open source Eclipse Business Intelligence and Reporting Tools (BIRT) project, is positioning itself in the center of the big-data world through multiple partnerships with companies such as Cloudera, Hortonworks, KXEN, Pervasive and a number of OEMs. These agreements, following on its acquisition of Xenos a couple of years ago, help Actuate address some big...

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Topics: Big Data, Pervasive, Eclipse, IT Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Cloudera, Customer & Contact Center, Information Applications, Information Management, Operational Intelligence, Strata+Hadoop


We have just released our 2012 Value Index for Sales Performance Management (SPM), in which we evaluate the competency and maturity of vendors and products. Our firm has beenresearching this software category for many years, and our latest benchmark research in sales performance management found many areas for improvement among sales applications in a field where many sales organizations still...

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Topics: Microsoft, Sales, Sales Performance, Salesforce.com, SAP, NICE Systems, Operational Performance, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Financial Performance, Oracle, CallidusCloud, Sales Performance Management, Synygy, Varicent, Xactly


Planning portfolio risk follows the same basic tenets as other sorts of business planning. It must be done in the context of a time dimension. In business, short-term plans are developed with a lot of givens or constraints. For example, capacities are fixed, because it’s impossible to wave a magic wand and bring a new factory on line, stuff more machine tools into already jammed facilities or...

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Topics: Sales Performance, GRC, Office of Finance, Operational Performance, Analytics, Business Analytics, Business Performance, Financial Performance, Governance, Risk & Compliance (GRC), Information Management, Business Planning, Risk


As volumes of data grow in organizations, so do the number of deployments of Hadoop, and as Hadoop becomes widespread, more organizations demand data analysis, ease of use and visualization of large data sets. In our benchmark research on Hadoop, 88 percent of organizations said analyzing Hadoop data is important, and in our research on business analytics 89 percent said it is important to make...

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Topics: Big Data, Datameer, MapR, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Cloudera, Customer & Contact Center, Hortonworks, IBM, Information Applications, Operational Intelligence, Visualization, Data Discovery, Strata+Hadoop


My research into customer experience management shows that companies are increasingly aware that the customer experience has a profound impact on business success. In almost equal numbers, participants said it determines the loyalty of customers (21%), the propensity of customers to recommend the company to others (21%), the amount of additional purchases they make (19%) and their general level...

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Topics: Predictive Analytics, Customer Analytics, Customer Data Management, Customer Experience, Customer Feedback Management, Social CRM, Speech Analytics, Voice of the Customer, Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Unified Communications, Vendor(s), Workforce Force Optimization


We recently issued our 2012 Value Index on Financial Performance Management (FPM). Ventana Research defines FPM as the process of addressing the often overlapping people, process, information and technology issues that affect how well finance organizations operate and support the activities of the rest of their organization. FPM deals with the full cycle of finance department activities, which...

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Topics: Mobile, Planning, Predictive Analytics, Office of Finance, Budgeting, closing, Consolidation, contingency planning, Analytics, Business Analytics, Business Performance, Financial Performance, CFO, Value Index, Financial Performance Management


Our benchmark research into agent performance management shows that the majority of companies are not very mature in their use of people, processes, information and technology in handling customer interactions. Companies are most mature is their use of information, but even in this area they are hampered by their failure to use the latest technologies available to support their efforts.

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Topics: Predictive Analytics, Sales Performance, Social Media, Customer Analytics, NICE Systems, Speech Analytics, Voice of the Customer, VPI, Call Copy, Enkata, Envision, Genesys, KnopahSoft, LiveOps, Operational Performance, Analytics, Business Analytics, Business Performance, Cloud Computing, Customer & Contact Center, Workforce Performance, Call Center, coaching, Compensation, Contact Center, Contact Center Analytics, Desktop Analytics, Text Analytics, OnviSource, Training, Verint, Workforce Force Optimization


CODA’s Financials has a specific target market, from companies in the upper half of the midsize range to the lower end of the large range (that is, companies with 500 to 2,500 employees) in services (not manufacturing) businesses. CODA, the company, started in the 1990s and differentiated itself by designing ERP and accounting software to run on a multidimensional database rather than the more...

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Topics: Sales Performance, ERP, Office of Finance, CODA, Operational Performance, Analytics, Business Analytics, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, CFO, FinancialForce, financials


I’ve written frequently on issues that confront desktop spreadsheet users, such as business modeling and capital investment, as well as the risk and control issues spreadsheets pose and their contribution to paralysis by analysis. I focus mainly on the technology aspects of organizational challenges, and I usually recommend replacing stand-alone desktop spreadsheets with more appropriate tools....

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Topics: GRC, Office of Finance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Financial Performance, Governance, Risk & Compliance (GRC), CFO, finance, Training


One of the most important trends in business over the past 20 years has been the broadening use of information technology to manage and support activities. In the early decades of business computing, companies developed islands of automation for largely numeric functions such as billing, inventory management and accounting. Each ran on a proprietary system and engaged the time of a relative...

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Topics: Big Data, Performance Management, Predictive Analytics, Customer Experience, Governance, GRC, Management, IT Performance, Operational Performance, Analytics, Business Intelligence, Business Performance, Financial Performance, Governance, Risk & Compliance (GRC), compliance, finance, Risk, financial risk management, IT Risk Management


It’s clear that certain customers generate more profits than others, just as some products offer greater economic returns than others, as I’ve noted before. For this reason, efforts to improve customer profitability are not a new trend. Good managers have always looked for ways to achieve the highest sustainable margins. However, at some point, almost all businesses realize that increasing...

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Topics: Sales Performance, Office of Finance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Information Applications, CRM, Financial Performance Management, Profitability


Callminer is best known as a vendor of speech analytics software. Along with its own suite, its products also are embedded in those of several other vendors to provide speech analysis. During a recent briefing, I learned that the company has not only expanded into text and social analytics but also that its latest release includes more features and a friendlier user interface, two requirements...

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Topics: Social Media, Customer Analytics, Customer Experience, Social CRM, Speech Analytics, Voice of the Customer, Callminer, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics


Kognitio has been serving the analytics and data needs of organizations for more than 20 years with an in-memory analytics platform that meets many of the big-data needs of today’s organizations. Kognitio Analytical Platform provides a unique massively parallel processing (MPP) in-memory database that can rapidly load data and calculate analytics; it is available both in an analytical software...

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Topics: Big Data, Data Warehousing, Social Media, alteryx, IT Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Hortonworks, Information Management, Kognitio, Strata+Hadoop


The demand for business information on mobile devices such as smartphones and tablets continues to increase, while the technology to support it has not. In our benchmark research on information applications, only 11 percent of organizations said they are very satisfied with their ability to provide such information, and their top two complaints with existing technologies are that they are too...

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Topics: Mobile, Sales Performance, Supply Chain Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Location Intelligence, Workforce Performance, Digital Publishing, Roambi, Digital Technology


Many companies have legacy systems in their contact centers, especially systems to manage telephony. My research into the use of technology in centers shows they can create headaches for center managers whose budgets don’t allow them to invest in new systems to match emerging business requirements and changes in consumer behaviors. My research into customer relationship maturity shows that...

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Topics: Social Media, Customer Experience, Social CRM, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, CRM


What’s a fast, free and reasonably reliable way of gauging the effectiveness of a finance department’s management? It’s the number of days it takes it to close the books. Companies that take six days or fewer after the end of the period to close their monthly, quarterly or semiannual accounts demonstrate a basic level of effectiveness that those that take longer do not. In my judgment, finance...

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Topics: Sales Performance, Office of Finance, close, Consolidation, Controller, XBRL, Business Analytics, Business Intelligence, Business Performance, Financial Performance, Governance, Risk & Compliance (GRC), CFO, Data, Document Management, Financial Performance Management



Recently a flurry of vendors have announced new products that enable companies to build mobile customer service applications that I have analyzed, including Genesys, Interactive Intelligence, Jacada and NICE Systems. All are intended to respond to customer demands for self-service through mobile devices. At a recent customer engagement day, I gave a keynote address on the likely impact of mobile...

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Topics: Mobile, Social Media, Customer Experience, Social CRM, Business Collaboration, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, CRM, Vendor(s)


We have just released our 2012 Value Index for Total Compensation Management (TCM), in which we evaluate the competency and maturity of vendors and products. Our firm has been researching this category for many years, and our latest benchmark research in total compensation management found some improvement among applications in a field where many organizations still use outdated applications to...

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Topics: Sales Performance, Supply Chain Performance, Human Capital Management, Peoplefluent, SuccessFactors, Operational Performance, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Oracle, Workforce Performance, Compensation, Excentive, HR, SumTotal Systems, TCM, Value Index


It is hard to avoid seeing the impact of social media on our daily work, from marketing and sales to customer service. Consumers and customers can interact on the Internet to share their experiences and opinions often and easily, but internally we in business are still operating in the era of electronic mail and phone calls. Fortunately, that archaic state is changing. A new generation of...

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Topics: Sales Performance, Social Media, Supply Chain Performance, HCM, Human Capital Management, Social Collaboration, IT Performance, Operational Performance, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Workforce Performance, HR, Talent Management


Our benchmark research on business analytics finds that just 13 percent of companies overall and 11 percent of finance departments use predictive analytics. I think advanced analytics – especially predictive analytics – should play a larger role in managing organizations. Making it easier to create and consume advanced analytics would help organizations broaden their integration in business...

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Topics: Big Data, Performance Management, Planning, Predictive Analytics, Marketing, Modeling, Sales Forecasting, Analytics, IBM, Uncategorized, SPSS


The use of social collaboration to support human capital management is increasing as the need to engage talent becomes a higher priority in organizations. In particular, those that have a growing population of workers from the millennial generation see social media as a primary means of communication. Social collaboration is growing in acceptance – 58 percent of organizations now permit it,...

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Topics: Sales Performance, Social Media, Supply Chain Performance, Sustainability, Globoforce, Human Capital Management, Social Collaboration, Social Recognition, IT Performance, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Location Intelligence, Operational Intelligence, Workforce Performance


It’s clear that sales organizations need to be efficient, but many are unaware of critical applications they could deploy to establish sales excellence. In my recent analysis, “Sales Organizations Need a Swift Technology Kick, I outlined why sales departments have to look beyond using sales force automation (SFA) and spreadsheets and examine dedicated applications for improving productivity and...

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Topics: Sales, Sales Performance, Social Media, Supply Chain Performance, Sustainability, Sales Forecasting, IT Research, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Location Intelligence, Operational Intelligence, Workforce Performance, SFA


Anyone who focuses on the practical uses of information technology, as I do, must consider the data aspects of adopting any new technology to achieve some business purpose. Reliable data must be readily available in the necessary form and format, or that shiny new IT bauble you want to deploy will fall short of expectations. Our research benchmarks cover a range of core business and IT processes,...

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Topics: Social Media, Supply Chain Performance, GRC, IBM Business Analytics, Business Technology Innovation, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, CIO, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Location Intelligence, Operational Intelligence, Workforce Performance, CFO, finance


Pitney Bowes (PB) opened its annual technology summit (Twitter: #TechSummit12) with a review of its organizational assets and its rich history of engineering hardware and systems for physical and now digital delivery of communications. The multibillion-dollar technology giant is transforming itself to address the digital needs of business for interaction with consumers. It also is working to...

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Topics: Sales Performance, Social Media, Customer Analytics, Customer Communications, Pitney Bowes, Portrait Software, Volly, Operational Performance, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance


I hear a lot of talk about  the impact of social media on customer service and the contact center. My research into customer relationship maturity shows much of this is only talk. The research shows that while many companies have rushed to create a Twitter handle and a Facebook page and put video on YouTube, most are struggling to integrate social media into their customer service or more broadly...

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Topics: Predictive Analytics, Social Media, Customer Analytics, Customer Experience, Social CRM, Speech Analytics, Voice of the Customer, Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Social Dynamx


At its Business Analytics Analyst Summit (Twitter: #IBMBAS12) this week, IBM unveiled its new release of analytics software for decision management. Over the last 25 years decision support systems have transformed into decision management, in which analytics, rules and optimization methods help organizations use information to guide optimal outcomes. IBM has experience and technology in these...

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Topics: Big Data, Predictive Analytics, Sales Performance, Supply Chain Performance, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, IBM, Workforce Performance, Business Process Management, Decision Management


Hadoop, the big-data technology, has transformed businesses’ ability to cost-effectively store and process large volumes of data for analysis. Numerous companies have invested in supporting Hadoop, and some produce commercial versions of the open source technology. At last year’s Hadoop Summit Hortonworks had just started to establish itself as one of these providers. Now, at the 2012 Hadoop...

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Topics: Big Data, Datameer, IT Performance, Analytics, Business Analytics, Business Intelligence, Hortonworks, Information Applications, Teradata Aster, Strata+Hadoop


Business has been getting smarter about using technology for analyzing processes and optimizing outcomes, but still has much room for improvement when it comes to operational management. Traditional project management has advanced to encompass financial and operational planning, including prioritization toward goals and expected outcomes, creating the concept of portfolio management. In essence,...

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Topics: Sales Performance, Supply Chain Performance, Portfolio Management, IT Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Workforce Performance, CFO


On the first morning of the Pitney Bowes (PB) Insights 2012 User Conference in New Orleans I had the opportunity to meet with John O’Hara, president of Pitney Bowes Software, and his management team. Given the staid reputation of the company, I expected to encounter more formal behavior and a highly structured meeting format. Instead I met an engagingly curious and purposeful management team with...

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Topics: Mobile, Social Media, Customer, Operational Performance, Analytics, Business Analytics, Business Intelligence, Cloud Computing, Customer & Contact Center, Location Intelligence, InfoMgt; Location


After the SAS analyst event last year, I wrote that it is hard to keep track of everything SAS has to offer because it had so many products and developments in the pipeline. Back from this year’s event, I can report that 2011 was successful, its revenue and worldwide presence are up, and SAS continues to expand its channels to market. On top of everything I saw last year even more products and...

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Topics: Predictive Analytics, Social Media, Customer Analytics, Customer Data Management, Customer Experience, Speech Analytics, Voice of the Customer, Management, Analytics, Business Analytics, Business Intelligence, Cloud Computing, Customer & Contact Center, Governance, Risk & Compliance (GRC), Contact Center Analytics, Desktop Analytics, Text Analytics, Vendor(s)


We started Ventana Research a decade ago, with the objective of providing the highest quality in business-focused information technology research available. We were particularly interested in offering fact-based market research that would focus on the practical needs of getting the most value from technology in business and IT functions. Since then many of the observations we make and much of the...

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Topics: Research, close, Uncategorized, benchmark, S&OP


In our benchmark research in predictive analytics we’ve uncovered some intriguing tools for taking advantage of big data in the enterprise. Revolution Analytics, which we analyzed earlier this year, this month introduced its 6.0 release. Revolution extends the open source statistical programming language R with capabilities you would expect out of enterprise software. The company has grown...

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Topics: Big Data, Linux, Predictive, Revolution, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Cloudera, Data Mining, Strata+Hadoop


Using Hadoop just got easier, thanks to Teradata’s introduction of SQL-H, a new query interface to analyze data from Hadoop.  Most Hadoop access methods require preprocessing and staging of data from the Hadoop Distributed File System (HDFS) using technologies such as MapReduce. These approaches require new skills and technologies, introducing more time and costs for users, which offset the...

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Topics: Big Data, Sales Performance, Teradata, SQL-H, Business Analytics, CIO, Customer & Contact Center, Hortonworks, Information Applications, Information Management, Data, Strata+Hadoop


A main reason why desktop spreadsheets are pervasive in midsize companies (which we define as those with 100 to 1,000 employees) is that these organizations do not have the financial and manpower resources to implement and maintain traditional enterprise business intelligence and performance management systems. To address this gap in the market, several years ago IBM Cognos launched Express, a...

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Topics: ERP, Office of Finance, Reporting, Budgeting, Analytics, Business Intelligence, Dashboards, IBM, Uncategorized, CFO, finance, Financial Performance Management


I attended SuccessConnect (Twitter: #sconnect), the annual SuccessFactors conference, to hear the latest from this talent management applications company. A lot has changed for the formerly independent company since it acquired Plateau less than a year ago and Jobs2Web. In turn, earlier this year SAP acquired SuccessFactors to expand its cloud computing business. Its recently outlined expansion...

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Topics: Sales Performance, Social Media, Supply Chain Performance, HCM, Human Capital Management, Performance, Recruiting, Operational Performance, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Workforce Performance, HR


At first I thought 1010data just developed a faster data warehouse technology to be used with business intelligence tools. After a recent briefing, however, I learned that it provides much more than a data warehouse; the product is a large-scale analytics server that empowers business analysts to work on big data, conducting for, example, market basket analysis or correlations of customer and...

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Topics: Big Data, Data Warehousing, Sales Performance, Predictive, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Information Management


Ventana Research was the first analyst firm to cover operational intelligence, and a while back I wrote how the products of Vitria support proactive customer service by using event data to anticipate likely impacts of operation issues on customer service. Our research into the use of analytics shows that while more mature companies have begun to adopt OI, they are mainly early adopters. In an...

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Topics: Predictive Analytics, Customer Analytics, Customer Experience, Social CRM, Speech Analytics, Vitria, Voice of the Customer, Operational Performance, Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Information Applications, Operational Intelligence, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics


Talent Technology software finds and verifies candidates for hire in organizations that use it, as I discussed in my analysis last year. The company’s newly announced product Talemetry Verify provides candidate screening and assessment to help recruiters and job seekers.

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Topics: Operational Performance, Business Performance, Financial Performance, Governance, Risk & Compliance (GRC), Workforce Performance


Ventana Research recently completed benchmark research on governance, risk and compliance (GRC), three business activities that are naturally linked. Although managing them requires separate and sometimes very different processes, on the whole these activities affect each other: Effective corporate governance ensures compliances with laws, regulations and company policies, and without governance,...

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Topics: Big Data, Customer Experience, Governance, GRC, Management, IT Performance, Operational Performance, Business Analytics, Business Collaboration, Business Performance, Financial Performance, Governance, Risk & Compliance (GRC), Information Management, Workforce Performance, compliance, Risk, financial risk management


More than 1,000 people attended the 32nd annual Information Builders Summit conference this week to learn about the company’s advances in big data, business analytics, cloud computing, mobile technology and social media, which CEO and founder Gerald Cohen announced and demonstrated during his keynote address. With WebFOCUS version 8, Information Builders has made significant strides in a range of...

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Topics: Big Data, Mobile, Sales Performance, Social Media, Supply Chain Performance, Sustainability, Business Technology Innovation, IT Performance, IT Research, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Location Intelligence, Operational Intelligence, Workforce Performance, Search


Jacada pioneered what I call a smart agent desktop when in 1990 it created the tools that allow companies to develop a desktop application that follows the process of handling a call, hides applications behind a simple-to-use interface and automates access and updating of systems. This smart agent desktop enables agents to answer calls more efficiently and effectively and to focus on the...

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Topics: Predictive Analytics, Customer Analytics, Customer Experience, Speech Analytics, Voice of the Customer, Jacada, Analytics, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics


Hello! I’m excited to be the newest member of the Ventana Research leadership team to bring research insights and education to the business analytics and technology industry. I’d like to start by telling you a bit about who I am, why I’ve chosen to join this company and what I hope to contribute.

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Topics: Social Media, Market Research, IT Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Information Applications, Information Management, Location Intelligence, Operational Intelligence


I recently spoke with Oversight Systems, an operational intelligence analytics company that uses predictive analytics and optimization to help companies save money, reduce the risk of loss and fraud, and reinforce corporate governance and compliance efforts. Ventana Research views operational intelligence as an emerging technology with the potential for a high return on investment. By...

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Topics: Big Data, Predictive Analytics, Sales Performance, Supply Chain Performance, Fraud, Governance, GRC, Office of Finance, audit, Operational Performance, Analytics, Business Analytics, Business Performance, Cloud Computing, Financial Performance, Governance, Risk & Compliance (GRC), Information Management, Operational Intelligence, controls, Oversight Systems


Our benchmark research into the contact center in the cloud shows that almost all companies now support multiple communication channels to engage with customers. Most of them also involve multiple business units in handling inbound and outbound interactions. More companies now support at-home agents, and contact centers are becoming more distributed. These scenarios are a good fit for cloud-based...

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Topics: Predictive Analytics, Sales Performance, Customer Analytics, Customer Experience, Social CRM, Speech Analytics, Voice of the Customer, Echopass, Operational Performance, Analytics, Business Collaboration, Business Intelligence, Business Mobility, Cloud Computing, Customer & Contact Center, Customer Service, Information Applications, Workforce Performance, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Unified Communications


Acquisitions and new product releases continue to make the market for human capital management a hotbed of activity, as organizations attempt to fully utilize and increase the value of their workforces as I have outlined in my research agenda. ADP, with more than $10 billion in revenues and more than 570,000 customers, is aiming for the top spot in this market.

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Topics: Mobile, Social Media, HCM, Human Capital Management, Learning, LMS, Performance, Operational Performance, Business Analytics, Business Performance, Cloud Computing, Financial Performance, Workforce Performance, Compensation, HR, TCM


I have commented before on the movement to adopt International Financial Reporting Standards (IFRS) by the United States to replace US-GAAP (Generally Accepted Accounting Principles). Most recently I discussed the drive toharmonize the significant differences between US-GAAP and IFRS on revenue recognition and lease accounting. To those who are interested in but not intimately involved with the...

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Topics: Reporting, audit, Consolidation, IFRS, US-GAAP accounting, XBRL, Business Analytics, Business Collaboration, Business Performance, Financial Performance, Financial Management, financial standards, FPM


When the Salesforce.com marketing machine rolls into town, you have to sit up and listen, and that’s what 14,000 attendees did at the latest Cloudforce event in London. The company took over a vast portion of the ExCel London Exhibition Centre to accommodate the keynote speech, lots of side events and meeting rooms and an expo floor where attendees could see demonstrations of every product and...

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Topics: Sales Performance, Salesforce.com, Customer Analytics, Customer Experience, Social CRM, Speech Analytics, Voice of the Customer, LiveOps, NewVoicemedia, Operational Performance, Analytics, Business Collaboration, Business Intelligence, Business Mobility, Cloud Computing, Customer & Contact Center, Customer Service, Information Applications, Workforce Performance, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics, Vocalcom


SAP is planning to acquire e-commerce company Ariba in a transaction worth about US$4.3 billion expected to close in the third quarter of this year. Ariba provides cloud-based collaborative business commerce through a Web-based trading community that enables companies to find, connect and collaborate with a global network of partners. Its Commerce Cloud is a platform that businesses can use to...

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Topics: Big Data, SAP, ERP, EDI, end-to-end, Analytics, Cloud Computing, Uncategorized, CRM, SCM


Businesses aim to make their sales function as productive as possible, but they don’t always support that goal with investment in technology. I recently wrote about sales needing a swift technology kick. Sales application vendor Xactly provides a boot with the release of Xactly Incent 8 and will make parts of the application suite available from the Apple App Store for the iPad in the coming...

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Topics: Mobile, Sales, Sales Operations, Uncategorized, Compensation, CRM, Sales Performance Management, SFA


Predictive analytics has the potential to help businesses increase the impacts of their actions by creating indicators that represent future outcomes based on existing behavior. This process becomes more complicated when they have to apply predictive analytics to what we call big data environments. As yet only 13 percent of organizations are using predictive analytics according to our business...

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Topics: Big Data, Predictive Analytics, Opera Solutions, IT Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Business Technology, CIO, Cloud Computing, Information Applications, Information Management, Information Technology, Operational Intelligence


Recently my colleague Mark Smith wrote about Splunk and its latest technology supporting analytics for IT on machine data and providing operational intelligence. I wasn’t familiar with the company, which has focused on IT users and improving the performance of a company’s networks and IT systems. From a customer management perspective, these are of little interest unless they impact the customer...

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Topics: Sales Performance, Customer Experience, Social CRM, Splunk, IT Performance, Operational Performance, Business Collaboration, Business Intelligence, Business Mobility, Cloud Computing, Customer & Contact Center, Customer Service, Information Applications, Information Management, Workforce Performance, Call Center, Contact Center, CRM


I recently attended Vision 2012, IBM’s conference for users of its financial governance, risk management and performance optimization software. I reviewed the finance portion of the program in a previous blog. I’ve been commenting on governance, risk and compliance (GRC) for several years, often with the caveat that GRC is a catch-all term invented by industry analysts initially to cover a broad...

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Topics: Governance, GRC, Office of Finance, OpenPages, Operational Performance, Analytics, Business Collaboration, Business Performance, Financial Performance, IBM, compliance, controls, IT controls


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