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In this analyst perspective, Dave Menninger takes a look at data lakes. He explains the term “data lake,” describes common use cases and shares his views on some of the latest market trends. He explores the relationship between data warehouses and data lakes and share some of Ventana Research’s findings on the subject. He also provides an assessment of the risks organizations face in working with...

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Topics: Big Data, Data Warehousing, Analytics, Business Analytics, Business Intelligence, Data Governance, Data Management, Data Preparation, data lakes


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


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


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


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 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)


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


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,


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


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


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


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


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


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


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


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


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


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


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


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


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


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)


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)


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


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


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


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


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


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


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)


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


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


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 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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


“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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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



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


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


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


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


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


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


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


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



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


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


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


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


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


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


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


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


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


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


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


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



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


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 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


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


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


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


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


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


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


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


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


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


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


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



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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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 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


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


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


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


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


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



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


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


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


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


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


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


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


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



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


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


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


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


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


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)


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


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


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


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


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


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


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


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



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


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


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)


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


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 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


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


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


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


At this week’s SAPPHIRE NOW (Twitter #SAPPHIRENOW) annual conference, SAP unveiled a refreshed cloud computing strategy and released technology that addresses its new cloud computing business priorities regarding customers, people, money and suppliers. It’s a good time to see what has changed since my analysis at the SAP Analyst Influencer Summit last December.

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Topics: Sales Performance, SAP, Human Capital Management, Mobile Technology, Business Analytics, Business Mobility, Business Performance, Business Technology, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Information Management, Information Technology


Informatica has announced a major release, version 9.5, of its software platform, which will be generally available in June. The company’s data integration technologies will support the new generation of computing that includes big data, cloud computing, mobile and social media. These computing environments, which our firm has defined as key business technology drivers for this decade, have a...

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Topics: Big Data, Supply Chain Performance, Mobile Technology, IT Performance, Business Analytics, Business Intelligence, Business Mobility, Business Performance, Business Technology, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Informatica, Information Applications, Information Management, Information Technology, Strata+Hadoop


Adoption of workforce analytics is increasing as organizations seek to recruit and retain employees more effectively and ensure that their people deliver the productivity they expect. According to our benchmark research on the topic, 89 percent of organizations want to make it simpler to provide workforce analytics, which is not surprising as our analysis shows that only 12 percent of...

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Topics: MicroStrategy, Human Capital Management, Kronos, Research, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Governance, Risk & Compliance (GRC), Mobility, Workforce Performance, HR, HRMS, Talent Management, Workforce Analytics


JDA Software is an established vendor of (among other categories) accounting software for the retail sector. So it is a bit ironic that the company is in the process of restating its earnings for 2008 through 2010 because of revenue recognition practices that led it to book some revenue sooner than it should have. The issue centers on certain transactions the company linked to service agreements...

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Topics: Performance Management, Customer Experience, Human Capital Management, Office of Finance, end-to-end, IFRS, JDA Software, Business Analytics, Financial Performance, Governance, Risk & Compliance (GRC), GAAP


Our latest benchmark research on sales applications and technology reveals three trends sales organizations see as critical to improving their operations and performance: mobile technology like smartphones and tablets, collaborative capabilities and business analytics applied to sales. At the same time many sales processes are becoming easier to use, including compensation, forecasting and quota...

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Topics: Sales Performance, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Location Intelligence, Workforce Performance


For at least a couple of decades completing the financial close within five or six business days after the end of the period has been accepted as a best practice. As such, that creates an expectation that finance organizations that take longer should work to reduce their closing intervals. In updating our last benchmark research on the closing process, Ventana Research has found this not to be...

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Topics: Office of Finance, close, Consolidation, Controller, XBRL, Business Analytics, Financial Performance, Governance, Risk & Compliance (GRC), Information Management, CFO, Data, Document Management, Financial Performance Management


With the release of Business Analytics version 4.5, Pentaho has expanded its platform and tools to address the needs of business and IT. The product has come a long way since the version 4 release less than a year ago, which broke ground in ease of use and support for big-data sources. Advancing beyond its roots in business intelligence, Pentaho Business Analytics 4.5 addresses data discovery,...

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Topics: Big Data, Pentaho, Supply Chain Performance, Mobile Technology, IT Performance, Business Analytics, Business Intelligence, Business Mobility, Business Performance, Business Technology, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Information Technology, Strata+Hadoop


Making business use of the vast amount of information on the Web and Internet along with a company’s intranet is no easy task. Kapow Software aims to help by providing tools to define and virtualize access to information, integrate it with other information, such as that in databases, and present it in a useful format. The tool can supply access to data from legacy applications such as PeopleSoft...

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Topics: Big Data, Supply Chain Performance, Mobile Technology, IT Performance, Business Analytics, Business Intelligence, Business Mobility, Business Performance, Business Technology, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Information Technology, Kapow, Strata+Hadoop


I recently attended the 2012 Global Pricing Forum hosted by Nomis Solutions, a provider of software and services to banking and finance companies. This annual event brings together thought leaders and practitioners in the area of pricing and revenue optimization (PRO). This technique uses analytics to sift through large data sets to tease out customer behavior characteristics, identify customer...

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Topics: Sales, Sales Performance, Supply Chain Performance, Office of Finance, credit, financial analytics, Nomis Solutions, PRO, Operational Performance, Analytics, Business Analytics, Financial Performance, banking, Financial Services


A recent research project involving 7,000 consumers carried out by the Harvard Business Review concluded that to retain customers and get them to buy more products, organizations must make it simple for people to engage with them, provide information they trust and allow them to weigh their options before they buy. The research found that consumers are bombarded with information and choices, and...

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Topics: Predictive Analytics, Sales Performance, Social Media, Customer Analytics, Customer Data Management, Customer Experience, Customer Feedback Management, Social CRM, Speech Analytics, Voice of the Customer, Analytics, Business Analytics, Business Collaboration, Cloud Computing, Customer & Contact Center, Customer Service, Workforce Performance, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Unified Communications, Workforce Management


Business intelligence software is increasingly mobile, becoming available via smartphones and tablets and now enabling planning and what-if scenarios to determine the impacts of changes that might be made to improve performance. InetSoft, which has been providing business intelligence tools for more than 15 years, has advanced its technologies to address these trends. The company recently ...

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Topics: Sales Performance, IT Performance, Business Analytics, Business Intelligence, Business Performance, Business Technology, CIO, Cloud Computing, Financial Performance, InetSoft, Information Applications, Information Management, Information Technology


One of the new products that Infor announced at its recent Inforum user conference (which I covered here) is Local.ly, which is designed to facilitate localization of its applications (that is, adapting them for languages, units of measure, statutory requirements, customary processes and other specific features of the places where they will be used). Local.ly is scheduled to be released in the...

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Topics: ERP, Office of Finance, Local.ly, Tax, Analytics, Business Analytics, Financial Performance, Governance, Risk & Compliance (GRC), Infor


This week Peoplefluent announced that it has invested in Socialtext, a company that provides social collaboration software at the enterprise level. With this strategic investment Bedford Funding, the private equity firm that owns Peoplefluent, is the direct beneficiary. Peoplefluent will extend Socialtext into the human capital management market while continuing to let the company meet the...

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Topics: Sales Performance, Social Media, Sustainability, Human Capital Management, LMS, Peoplefluent, Performance, Recruiting, Research, SocialText, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Mobility, Workforce Performance, Compensation, HR, HRMS, Talent Management, Workforce Analytics


Competition in the human capital management market rages on, with application suppliers racing to provide sophisticated applications that operate in the cloud. Cloud computing is a key factor in advancing human capital management, included in our research agenda for this area, along with analytics, collaboration, mobility and social media.

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Topics: Sales Performance, SAP, Social Media, Sustainability, Human Capital Management, LMS, Performance, Recruiting, Research, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Mobility, Oracle, Workforce Performance, Compensation, HR, HRMS, Talent Management, Workday, Workforce Analytics


I attended NICE Systems’ annual Interactions (Twitter #Interaction2012) conference in Nashville to get the latest from this growing global software business that focuses on customer-centric applications. If you have not heard of NICE you might not be primarily involved in managing and interacting with customers, the area in which NICE has been growing organically and by acquiring technology...

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Topics: Predictive Analytics, Sales Performance, Social Media, Customer Analytics, Customer Experience, Customer Feedback Management, NICE Systems, Social CRM, Speech Analytics, Voice of the Customer, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Cloud Computing, Customer & Contact Center, Customer Service, Financial Performance, Governance, Risk & Compliance (GRC), Operational Intelligence, Workforce Performance, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Interactive Intelligence, Text Analytics, Unified Communications, Workforce Management



Thanks to Datawatch, businesses may find themselves buying and deploying fewer new business analytics and business intelligence tools. As I noted in my analysis last year, the company’s new management has begun to transition it to a more appealing market position in which it helps enterprises use analytics to improve operational efficiency and decision-making. The Datawatch products focus on data...

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Topics: Supply Chain Performance, IT Performance, Business Analytics, Business Intelligence, Business Performance, Business Technology, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Information Technology, Datawatch


Infor described this year’s Inforum user group meeting as a coming-out party for a large startup company. Such a debut was necessary because Infor had been operating in something of a stealth mode for the past three years: a limited marketing presence, no unified message and a weak, sometimes inconsistent brand identity. It also needed to formally introduce Infor to customers of Lawson, the ERP...

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Topics: Performance Management, Sales Performance, Salesforce.com, SAP, Social Media, Supply Chain Performance, Sustainability, ERP, Human Capital Management, Marketing, Epiphany, expense management, Lawson, IT Performance, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), IBM, Information Applications, Information Management, Location Intelligence, Operational Intelligence, Oracle, Workforce Performance, CRM, finance, Infor, Supply Chain, Financial Performance Management


Splunk recently entered the financial markets as a publicly traded company (NASDAQ: SPLK) and also entered a new phase in its corporate growth. Splunk combines the power of search and discovery with analytics on data generated by IT systems, that they call machine data, and provide insight for a new generation of operational intelligence that helps everyone in IT including the CIO determine the...

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Topics: Big Data, Social Media, Supply Chain Performance, Splunk, IT Performance, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Business Technology, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Information Technology, IT Analytics, Location Intelligence, Machine data, Operational Intelligence, Strata+Hadoop


Through a series of acquisitions and organic development over the last five years, IBM has established itself as a leader in enterprise big data for business analytics. I recently wrote about IBM Smarter Analytics, which brings together the company’s portfolio of software, systems and services from analytics to big data. But supporting big data requires the ability to access many sources of...

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Topics: Big Data, Sales Performance, Social Media, Supply Chain Performance, Sustainability, Vivisimo, IT Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Business Technology, CIO, Cloud Computing, Cloudera, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), IBM, Information Applications, Information Management, Information Technology, Location Intelligence, Operational Intelligence, Workforce Performance, Strata+Hadoop



The workforce analytics market continues to evolve as organizations seek to improve the time it takes to find insights and employer metrics in order to meet compliance requirements, mitigate risk and enforce governance policies. TALX, a subsidiary of Equifax, provides a range of data-oriented services that help HR, payroll and tax professionals. Its integration with eVerify service assists the...

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Topics: Sales Performance, Social Media, Sustainability, eThority, Human Capital Management, LMS, Performance, Recruiting, Research, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Mobility, Workforce Performance, Compensation, HR, HRMS, Talent Management, TALX, Workforce Analytics


I’ve been advocating more intelligent use of spreadsheets for the better part of a decade. Ventana Research coined the term “enterprise spreadsheet” in 2004 to describe software applications that marry a Microsoft Excel user interface with a business rules server and a relational or multidimensional data store. This approach offers the best of both worlds in the sense of taking advantage of...

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Topics: Planning, Sales Performance, Social Media, Supply Chain Performance, Sustainability, Reporting, Budgeting, IT Performance, Operational Performance, Analytics, 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, Workforce Performance, Data, Financial Performance Management, Microsoft Excel, Spreadsheets


Last December NICE Systems announced a definitive agreement to acquire Merced Systems. I have been covering both companies for several years, and initially it wasn’t obvious to me why the acquisition made sense. My colleague Mark Smith wrote about the deal and expressed concerns about how the acquisition would impact both sets of customers and both organizations. Now it turns out that the Merced...

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Topics: Predictive Analytics, Sales Performance, Customer Analytics, Customer Experience, Customer Feedback Management, Social CRM, Speech Analytics, Voice of the Customer, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Workforce Management


SAS is one of the largest and best-known independent vendors of BI and analytics. The company’s website shows  16 product lines, and product variations to match almost every business analytics requirement in any industry. One of its core products lines is Customer Intelligence, which I wrote about last year. Customer Intelligence consists of four main components: strategy and planning, information...

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Topics: Predictive Analytics, Sales Performance, SAS, Social Media, Customer Analytics, Customer Experience, Social CRM, Speech Analytics, Voice of the Customer, Customer Intelligence, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Cloud Computing, Customer & Contact Center, Customer Service, Information Applications, Information Management, Location Intelligence, Operational Intelligence, Contact Center Analytics, Desktop Analytics, Text Analytics


The various media, including the social form, insist that the customer is king; exaggeration or not, it is true that understanding their customers is of greater importance to companies than ever before. The newest way to understand customers is to capture all the comments they make about a company, analyze them and produce reports containing information such as likes and dislikes, hot issues,...

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Topics: Sales Performance, Social Media, Customer Analytics, Customer Experience, Customer Feedback Management, Social CRM, Voice of the Customer, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Cloud Computing, Customer & Contact Center, Customer Service, CRM


Host Analytics has added new analytics and reporting resources to its cloud-based performance management suite. Business Analytics will offer a broad set of built-in analytics and reporting capabilities or, for companies with an existing business intelligence infrastructure (from vendors such as IBM, Infor, Oracle or SAP), the option of a self-service approach. I believe these new analytics and...

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Topics: Planning, Sales Performance, Reporting, Budgeting, closing, Consolidation, Host Analytics, XBRL, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Workforce Performance, Data, benchmark, Decision Hub, Financial Performance Management, SEC


In an unexpected announcement this morning, IBM announced its intent to acquire Varicent to enter the sales performance management market. For IBM this is a strategic acquisition, since it did not have any significant or dedicated applications for sales. IBM intends to acquire and place Varicent within the IBM Business Analytics group, which develops similar analytics and performance management...

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Topics: Sales Performance, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Location Intelligence, Workforce Performance


The mandate by the U.S. Securities and Exchange Commission (SEC) that requires its filers to apply eXtensible Business Reporting Language (XBRL) tags to their financial statements has been in effect for several years. (XBRL is a core element of our Office of Finance Research Agenda for 2012.) One of the most important ideas behind this “interactive data” requirement was to make it as simple as...

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Topics: Office of Finance, extended close, US-GAAP, XBRL, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, CFO, compliance, financial reporting, SEC, Digital Technology


Recently I was introduced to Aria, which provides a billing and subscription management system in the cloud. Its target customer is any company that offers subscription- and/or usage-based services. Its core module allows users to set up a product catalogue that consists of plans (such as subscription charges or recurring use charges) and inventory items. Usage-based charges can be based on a...

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Topics: Customer Analytics, Customer Experience, Office of Finance, Social CRM, Voice of the Customer, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Customer & Contact Center, Customer Service, Financial Performance, Call Center, Contact Center, Contact Center Analytics, CRM


The increasing volume of information within enterprises and on the Internet requires businesses to be smarter and more efficient in how they use it. One large challenge is navigating through information and access to the data underlying key business documents in a way that people actually think and operate. The traditional technology approach is defining a data model with a database and then...

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Topics: Sales Performance, Social Media, Supply Chain Performance, Sustainability, IT Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Business Technology, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Information Technology, Location Intelligence, Operational Intelligence, Workforce Performance, Cambridge Semantics, Data Virtualization, Informatics, Information Discovery


Businesses’ strategic imperative to optimize human capital is creating significant energy in the market for applications used to attract, optimize and retain talent. Amid all the recent acquisitions and changes that I have been writing about in this field, SumTotal Systems seems to get less attention than its size and the reach of its business merit. The company has more than 45 million users,...

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Topics: Sales Performance, Social Media, Sustainability, Human Capital Management, LMS, Performance, Recruiting, Research, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Mobility, Workforce Performance, Compensation, HR, HRMS, SumTotal Systems, Talent Management, Workforce Analytics


Salesforce has begun to toot its marketing horn about its new capabilities for performance management through its acquisition of Rypple, a provider of software designed for social collaboration for improving employee engagement. I have already discussed this acquisition (See: Salesforce.com looking for a Successful Rypple in Human Capital Management) and have actually signed up for and used the...

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Topics: Sales Performance, Salesforce.com, Social Media, Human Capital Management, LMS, Performance, Recruiting, Research, SuccessFactors, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Mobility, Workforce Performance, Compensation, HR, HRMS, Jobscience, Rypple, Saba, Talent Management, Workforce Analytics


The evolution from United States Generally Accepted Accounting Standards (US-GAAP) to International Financial Reporting Standards (IFRS) has been under way for more than a decade. I’ve commented on IFRS adoption before. It’s a hot topic for accountants and auditors because it goes to the heart of how companies keep their books.

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Topics: Office of Finance, closing, Controller, FASB, IASB, IFRS, XBRL, financial performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Financial Performance, Governance, Risk & Compliance (GRC), CFO, financial statement, GAAP, SEC


New human capital management solutions are entering the market, aiming to simplify recruiting, hiring, onboarding and managing employees. Many such applications focus on talent management for use after employees are hired, but vendors also need to streamline tasks for recruiters, HR administrators and hiring managers. Jobscience provides software that simplifies the processes of getting the...

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Topics: Sales Performance, Salesforce.com, Social Media, Sustainability, Human Capital Management, LMS, Performance, Recruiting, Research, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Mobility, Workforce Performance, Compensation, HR, HRMS, Jobscience, Rypple, Talent Management, Workforce Analytics


As a technology, predictive analytics has existed for years, but adoption has not been widespread among businesses. In our recent benchmark research on business analytics among more than 2,600 organizations, predictive analytics ranked only 10th among technologies they use to generate analytics, and only one in eight of those companies use it. Predictive analytics has been costly to acquire, and...

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Topics: Data Scientist, Predictive Analytics, Sales Performance, Social Media, Supply Chain Performance, IT Performance, Business Analytics, Business Intelligence, Customer & Contact Center, Workforce Performance


I want to share my observations from the recent annual SAS analyst briefing. SAS is a huge software company with a unique culture and a history of success. Being privately held SAS is not required to make the same financial disclosures as publicly held organizations, it released enough information to suggest another successful year, with more than $2.7 billion in revenue and 10 percent growth in...

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Topics: Big Data, Predictive Analytics, SAS, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Strata+Hadoop


Saba this week announced its acquisition of Human Concepts, which provides applications and tools for understanding and interacting with employees through visualizations based on the organizational chart. Human Concepts had expanded its portfolio beyond tools to support planning and change processes critical for organizational succession and transition. The company has more than 500 customers...

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Topics: Sales Performance, Social Media, Sustainability, Human Capital Management, Human Concepts, LMS, Performance, Recruiting, Research, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Mobility, Workforce Performance, Compensation, HR, HRMS, Saba, Talent Management, Workforce Analytics


IBM this week launched a business initiative called Smarter Analytics to showcase the value of its technology and professional services in this area. The event, led by Steve Mills, head of IBM’s software and systems business, highlighted the company’s ability to solve analytic challenges at all levels of complexity. At the event IBM highlighted Watson, the learning and expert systems technology...

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Topics: 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


Ventana Research recently completed an update to our last benchmark research on the financial closing process. It shows that many companies are taking longer to close today than they did five years ago. Whereas nearly half (47%) were able to close their quarter or half-year period within six business days five years ago, just 38 percent are able to do so in our latest benchmark. Similarly, five...

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Topics: Office of Finance, close, Consolidation, Controller, XBRL, Business Analytics, Business Mobility, Business Performance, Cloud Computing, Financial Performance, CFO, Data, Document Management, Financial Performance Management


Ventana Research’s new financial close benchmark research reveals that many companies are taking longer to close today than they did five years ago. Whereas nearly half (47%) were able to close their quarter or half-year period within six business days five years ago, just 38 percent are able to do so in our latest benchmark. Similarly, five years ago 70 percent of companies were able to complete...

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Topics: Office of Finance, close, Consolidation, Controller, XBRL, Operational Performance, Business Analytics, Business Performance, Financial Performance, Workforce Performance, CFO


The most intractable issues that face finance departments are those that “everyone” knows must be addressed but somehow never muster the collective urgency to do so. Many couch potatoes know they need to watch their diet and exercise regularly. If asked, they would say it’s important or even very important. Yet there they sit. Based on our newly completed benchmark research “Trends in Developing...

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Topics: Office of Finance, close, Consolidation, Controller, XBRL, Operational Performance, Business Analytics, Business Performance, Financial Performance, Workforce Performance, CFO


For me, the most significant announcement to come out of the recent SAPinsider conference was the company’s formal release of Business Planning and Consolidation (BPC) running on HANA, SAP’s in-memory computing appliance. For me, HANA is a potential “game changer” for planning, statutory consolidation and other analytics-supported financial processes because of the substantial reduction it...

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Topics: Big Data, Mobile, Planning, Sales Performance, SAP, Social Media, Supply Chain Performance, Customer Experience, ERP, GRC, Office of Finance, Budgeting, IFRS, XBRL, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, In-memory, Workforce Performance, finance, Financial Performance Management, GAAP, HANA


In our definition, information management encompasses the acquisition, organization, dissemination and use of information by organizations to create and enhance business value. Effective information management ensures optimal access, relevance, timeliness, quality and security of this data with the aim to improve organizational performance. This goal is not easily met, especially as organizations...

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Topics: Data Quality, Master Data Management, Social Media, IT Performance, Business Analytics, Business Intelligence, Cloud Computing, Complex Event Processing, Data Governance, Data Integration, Information Applications, Information Life Cycle Management, Information Management, Operational Intelligence


For most people involved with business intelligence (BI), these are exciting times. Using BI to improve business processes continues to motivate organizations to invest in BI. The focus on BI also empowers business analytics and can be rented in the cloud computing model of accessing software. New technologies are adding dimensions to BI and creating both excitement and confusion for enterprises...

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Topics: Mobile Business Intelligence, Predictive Analytics, Sales Performance, Social Media, Supply Chain Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Collaboration, Customer & Contact Center, Financial Performance, Information Management, Operational Intelligence, Workforce Performance


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 and miss opportunities to more carefully manage their real estate and other occupancy expenses. In industries where occupancy or ownership costs account for more than 20 percent of total business expense, taking a more active...

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Topics: Performance Management, Customer Experience, Office of Finance, Operational Performance, Business Analytics, Business Performance, Financial Performance, CFO, Financial Performance Management


My colleague Mark Smith and I recently attended data integration vendor Informatica’s annual industry analyst event. The company offered some impressive numbers regarding growth and profitability over the years, with 30 consecutive quarters of growth even during the recent recession. Through acquisition and its own research and development activities Informatica now has a broad portfolio of...

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Topics: Big Data, Sales Performance, Social Media, Supply Chain Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Data Integration, Financial Performance, Informatica, Information Management, Workforce Performance


I attended the Ceridian analyst summit (Twitter #CENAday) in Boston to see how the company  is expanding its business in HR-related software and services into human capital management (HCM). Ceridian derives $1.5 billion in revenue from more than 130,000 customers with 25 million employees at organizations ranging from small and midsize business to two-thirds of the Fortune 500. CEO Stuart Harvey...

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Topics: Human Capital Management, LMS, Performance, Recruiting, Research, Operational Performance, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Mobility, Workforce Performance, Ceridian, Compensation, dayforce, HR, HRMS, Talent Management, Workforce Analytics


Utilizing the talents of everyone in the workforce is a critical priority for businesses. Savvy executives understand and are anxious to avoid the cost and time incurred in replacing trained, experienced employees and the downturn in productivity while jobs are unfilled. Our benchmark research into recruiting found that more than half of organizations now use metrics of cost and time-to-hire,...

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Topics: Human Capital Management, LMS, Performance, Recruiting, Research, Operational Performance, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Mobility, Workforce Performance, Compensation, HR, HRMS, Talent Management, Workforce Analytics


Investing wisely in sales-related people and processes is a key to business success. In 2012, helping sales staff perform at their highest levels should be a top priority for management. That may take some effort, according to our benchmark research, which indicates that only 14 percent of sales organizations operate at the highest level of innovation and competitiveness. In recent years, most...

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Topics: Big Data, Mobile, Planning, Sales, Sales Performance, Social Media, assets, Learning, Office of Finance, Performance, Reporting, Sales Compensation, Sales Force Automation, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Collaboration, Customer & Contact Center, Financial Performance, Workforce Performance, channel, coaching, commission, CRM, Sales Performance Management, SFA


I attended the Alteryx user conference called Inspire 2012 (Twitter: #Inspire12) in Denver this week. This fairly new analytics software company has been gaining customers in a range of brand-name organizations such as Dick’s Sporting Goods, Supervalu, U.S. Cellular and VF Corp. The company focuses on meeting the needs of analysts across the business analytic spectrum including a geographic and...

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Topics: Big Data, Mobile, Predictive Analytics, R, Sales Performance, Supply Chain Performance, alteryx, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Information Management, Data


One trend in business software that’s still in its early stages but gathering momentum is the availability of modeling tools that fill the gap between desktop spreadsheets and enterprise systems. Granted this “early stage” has been under way for quite some time, but the technology has finally progressed to the point where I expect it to get increasing market traction.

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Topics: Big Data, Database, Planning, Sales Performance, Forecast, Office of Finance, Essbase, Quantrix, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Financial Performance, In-memory, Workforce Performance, finance, analysis, analytical application, business model, business plan, financial model


Now finishing our first decade of providing research and education for business and IT professionals, we at Ventana Research have learned what it takes to improve the value of processes and performance in many industries. This is no easy task; it requires thorough and wide-ranging research on the best (and worst) practices that organizations need to understand as they try to increase their...

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Topics: Sales Performance, Social Media, Supply Chain Performance, Sustainability, Market Research, IT Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Business Technology, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Information Technology, Location Intelligence, Operational Intelligence, Workforce Performance, Industry Analyst


As this year begins, “finance transformation” is a trend gaining favor with strategic consultants. The term is associated with the objective of shifting the focus of CFOs and finance departments from transaction processing toward more strategic and higher-value functions. This objective is hardly new – it has been the purpose of my practice for the past nine years. Our research confirms that most...

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Topics: Social Media, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Workforce Performance


Even in this recessionary economy Informatica has been defying spending constraints. At its annual analyst summit (Twitter #INFAAnalyst) the company unveiled its growth strategies. Informatica has more than 4,500 customers for data integration and information management and now is turning its attention to the data in social media networks. Our firm has already identified social media as a key...

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Topics: Big Data, Sales Performance, Social Media, Customer Analytics, Market Research, Social Media Intelligence, Operational Performance, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Business Technology, Cloud Computing, Customer & Contact Center, Data Integration, Mobility, CMO


The acquisition frenzy in the enterprise software market continues. The announced acquisition of Taleo by Oracle will remove the independence of another successful cloud-based software company. Publicly traded Taleo (NASDAQ: TLEO) provides talent management applications on a rental cloud computing basis. Acquiring Taleo, which by all accounts has done a good job of growing the recruiting and...

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Topics: SAP, Human Capital Management, LMS, Oracle Fusion HCM, Peoplefluent, Recruiting, Operational Performance, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Mobility, Oracle, Workforce Performance, Compensation, HRMS, SumTotal Systems, Talent Management, Taleo, Workday, Workforce Analytics


I recently got an update from Workday that focused mostly on its Financials software. This part of the company’s business management suite has received less development attention than the HR aspects since the company’s founding in 2005. The bulk of Workday’s development investment has aimed at making its human capital management applications an industry leader and adding related capabilities such...

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Topics: ERP, Office of Finance, expense management, financial, PSA, Operational Performance, Analytics, Business Analytics, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Oracle, Workforce Performance, Infor, Tidemark, Workday, Professional Services, Project Management


Business analytics and big data are common topics of conversation in the business and information technology markets, but these technologies are only building blocks to help businesses manage performance. Entering the conversation is Actuate, which for years has had a performance management division that provides software for managing progress toward objectives through a variety of analytic and...

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Topics: Big Data, Mobile, Predictive Analytics, Sales Performance, Supply Chain Performance, Performance Analytics, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Information Management, Workforce Performance


Revolution Analytics recently announced the winners of its “Applications of R in Business” contest. Revolution Analytics has built a business around supporting R, an open source statistical software package, and extending it with features it licenses to customers. I served as a judge in the contest. Since I was in the midst of analyzing the data for our predictive analytics benchmark research, I...

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Topics: Predictive Analytics, Sales Performance, Social Media, Supply Chain Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Workforce Performance


When it comes to technology, debates about whether a particular name suits its category are rampant. Here is a link to one such argument about the term “big data” from Curt Monash, an analyst whom I respect a great deal. This debate rages in the Twittersphere also, as in this comment from Neil Raden, another analyst I respect, suggesting that “big data is a marketing term … imprecise by design.”...

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Topics: Predictive Analytics, Sales Performance, Social Media, Supply Chain Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Workforce Performance


The stakes have never been higher for suppliers of interactive business intelligence. Our benchmark research on business analytics finds that businesses overwhelmingly (89% of participants) want simpler analytics and metrics, and usability (57%) and functionality (47%) are the two most important evaluation criteria according to our Value Index vendor and product assessment methodology. In...

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Topics: Big Data, Mobile, Sales Performance, Social Media, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Business Technology, CIO, Cloud Computing, Customer & Contact Center, Mobility, Oracle


MicroStrategy, one of the largest independent vendors of business intelligence (BI) software, recently held its annual user conference, which I attended with some of my colleagues and more than 2,000 other attendees. At this year’s event, the company emphasized four key themes: mobility, cloud computing, big data and social media. In this post, I’ll assess what MicroStrategy is doing in each of...

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Topics: Big Data, MicroStrategy, Mobile, Predictive Analytics, Sales Performance, Social Media, Supply Chain Performance, Operational Performance, Business Analytics, Business Intelligence, Cloud Computing, Customer & Contact Center, Workforce Performance, Strata+Hadoop


I attended the annual MicroStrategy World in Miami to check on the progress this company known for business intelligence (BI) software has made in expanding into a mobile platform and tools company that also announced a new version of its products. While MicroStrategy’s efforts in mobile BI and cloud computing are ahead of its competitors in the BI industry, they’re not its only expansion points...

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Topics: Big Data, Sales Performance, Social Media, Customer Analytics, Market Research, Social Media Intelligence, Operational Performance, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Business Technology, Cloud Computing, Customer & Contact Center, Mobility, CMO


We recently published the results of our benchmark research on Big Data to complement the previously published benchmark research on Hadoop and Information Management. Ventana Research undertook this research to acquire real-world information about levels of maturity, trends and best practices in organizations’ use of large-scale data management systems now commonly called Big Data. The results...

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Topics: Big Data, Sales Performance, Social Media, Supply Chain Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, In-memory, Workforce Performance


One of the major issues IT executives face is how to charge their departmental costs back to each part of the business according to their usage. It’s a touchy issue that can be the source of end-user disenchantment with the performance and contribution of the IT organization. Ultimately, charge-back friction can hobble IT’s ability to make necessary investments in new capabilities and become the...

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Topics: Performance Management, Office of Finance, Budgeting, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, CIO, Enterprise Software, Financial Performance, CFO, CEO


I recently had a briefing from Vertex on its tax data warehouse (TDW), a key component of its tax technology platform Vertex Enterprise. The TDW concept has been around for decades, but the earliest versions were custom-built and hampered by the technology limitations of their day. This made them expensive to deploy and maintain and constrained their ability to adapt to changing corporate...

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Topics: Master Data Management, Performance Management, Office of Finance, finance transformation, Tax, Business Analytics, Business Collaboration, Business Performance, Financial Performance, CFO


I recently received an update from ERP software vendor Epicor, my first since it was acquired in May 2011 by Apax Partners, a private equity company, and simultaneously merged with Activant, an ERP and point-of-sale software company serving midsize retailers and distributors. In my view, taking the company private is a good idea since it will have to make ongoing investments that would not have...

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Topics: Big Data, Microsoft, Mobile, SAP, Social Media, Supply Chain Performance, ERP, Dynamics, Epicor, Sage, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Oracle, Workforce Performance, CRM, Infor, Social, Financial Performance Management


I recently met with Infor’s management team, led by CEO Charles Phillips. Phillips joined Infor in October 2010 after leaving Oracle, taking several other executives with him, including Duncan Angove, now president of Infor, and Pam Murphy, now the COO. In addition to the changes in the executive suite, Soma Somasundaram, who had been at Infor and its predecessor companies since 1995, became EVP...

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Topics: Sales Performance, Salesforce.com, Social Media, Supply Chain Performance, ERP, Human Capital Management, Marketing, Epiphany, expense management, Lawson Software, Operational Performance, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Workforce Performance, finance, Infor, Financial Performance Management


Risk has always been an integral part of business, but as I’ve noted, companies deal with risk with varying degrees of effectiveness. A complex, ongoing process, operational risk management identifies risks to support successful operations of an organization, estimates the monetary and other measurable impacts if a risk event occurs, establishes methods for mitigating the severity of impacts...

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Topics: Big Data, Performance Management, Sales Performance, Governance, GRC, Office of Finance, Reporting, balanced scorecard, enterprise risk management, KRI, Operational Performance, Business Analytics, Business Performance, Financial Performance, In-memory, Risk


My colleague Mark Smith and I recently chatted with executives of Tidemark, a company in the early stages of providing business analytics for decision-makers. It has a roster of experienced executive talent and solid financial backing. There’s a strategic link with Workday that reflects a common background at the operational and investor levels. As it gets rolling, Tidemark is targeting large and...

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Topics: Big Data, Data Warehousing, Master Data Management, Performance Management, Planning, Predictive Analytics, Sales Performance, GRC, Budgeting, Risk Analytics, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Cloud Computing, Customer & Contact Center, Data Governance, Data Integration, Financial Performance, In-Memory Computing, Information Management, Mobility, Workforce Performance, Risk, Workday, Financial Performance Management, Integrated Business Planning, Strata+Hadoop


While we will wait until January to publish our recommendations for the new year, we can digest the lessons learned in 2011 within the technology markets and with Ventana Research right now. That’s appropriate, since we at Ventana Research are committed to helping you with solid information and education. We help thousands of organizations make a better, faster, safer, smarter and more...

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Topics: Sales Performance, Social Media, Supply Chain Performance, Sustainability, Market Research, IT Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Business Technology, CIO, Cloud Computing, Customer & Contact Center, Enterprise Software, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Information Technology, Location Intelligence, Mobility, Operational Intelligence, Workforce Performance, CFO, Industry Analyst, Technology


Management decision-making typically involves a three-step process of inform, analyze and act. In the earliest days of what came to be known as business intelligence, developers created decision support systems that provided information and analytics to help executives and high-level managers choose the best course of action. Working with numbers rather than gut instinct still is viewed as a best...

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Topics: Big Data, Performance Management, Planning, Sales Performance, Supply Chain Performance, Modeling, Office of Finance, Budgeting, closed loop, contingency planning, driver-based, driver-based planning, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, In-memory, Workforce Performance, best pracices, business value, cash management, challenge, financial planning


Rather than make predictions for 2012, which are everywhere right now, I want to look back at some of the surprising events of 2011. I think it’s worth considering what happened that wasn’t expected and what these things might tell us about the information technology market. Here, in no particular order, are the most important ones I see.

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Topics: Big Data, Mobile, Predictive Analytics, Sales Performance, Social Media, Supply Chain Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Workforce Performance


At its annual Influencer’s Summit in Boston, SAP offered multiple perspectives on where the company’s strategy and products are heading. Overall, I was struck by the essential similarities to its message on its strategic direction a decade ago. The overarching objective in its roadmap now, as then, is to have information technology increasingly adapt to the needs of individual users and how they...

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Topics: Performance Management, Planning, Predictive Analytics, Sales Performance, SAP, Supply Chain Performance, ERP, GRC, Office of Finance, Operational Performance, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Enterprise Software, Financial Performance, In-memory, Mobility, Workforce Performance, finance, Risk, Financial Performance Management


I attended the annual SAP Influencer Summit (Twitter #SAPSummit), at which executives from SAP meet with analysts and customers from around the world to discuss the company’s direction. Pointing out that in 2012 SAP will reach its 40th anniversary of operations, chief communications officer Hubertus Kulpus and chief marketing officer Jonathan Becher kicked off the summit, then passed the...

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Topics: Mobile, Sales, Sales Performance, SAP, Social Media, Supply Chain Performance, Sustainability, Human Capital Management, Smart Phones, Business Technology Innovation, IT Performance, IT Research, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Business Technology, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Information Technology, Location Intelligence, Operational Intelligence, Workforce Performance, Business Applications, CFO, COO, CRM, HR, Sybase, Tablets, Talent Management, Digital Technology


Collaborative and mobile technologies continue to influence business intelligence (BI) software products. The recent release of Yellowfin 6 embraces these innovations in a visually appealing, end-user-oriented BI product. Yellowfin is an independent BI software vendor based in Australia that was recently recognized, along with its customer Macquarie University, as a Ventana Leadership Award winner

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Topics: Mobile, Sales Performance, Social Media, Supply Chain Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Collaboration, Customer & Contact Center, Financial Performance, Workforce Performance, Yellowfin


Talend recently announced version 5 of its information management platform, which emphasizes unifying its various components. Through a combination of development activities, acquisitions and partnerships, Talend has been steadily building its portfolio of information management capabilities. In addition to its core data integration capabilities, it has added data quality, master data management, 

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Topics: Big Data, Data Quality, Master Data Management, Talend, Business Analytics, Cloud Computing, Data Governance, Data Integration, Information Applications, Information Management, Strata+Hadoop



I thought of writing a note on this topic when multinational corporations started to withdraw their deposits from eurozone banks, but the pessimism that event engendered was short-lived. Now, as the monetary crisis deepens in Europe, it’s perhaps time to ask what your company would do if parts of its financial system implodes. You may think that your company will not be affected because it...

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Topics: Big Data, Performance Management, Planning, Sales Performance, Social Media, Supply Chain Performance, Modeling, Office of Finance, Budgeting, contingency planning, crisis, driver-based, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Workforce Performance, best pracices, business value, cash management, challenge, financial planning


In a move to invigorate adoption of its cloud computing and talent management applications, SAP has announced its intent to acquire SuccessFactors – a deal valued at US$3.4 billion . SAP’s years of development and business efforts have produced only mediocre results in customer growth and revenue in cloud computing for human capital management comparably to its expectations and others in the...

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Topics: SAP, Human Capital Management, Operational Performance, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Collaboration, Financial Performance, Mobility, Oracle, Workforce Performance, HRMS, Infor, SumTotal Systems, Talent Management, Taleo, Workday, Workforce Analytics, Workforce Management


Doing one’s homework is vital in buying business software. However, unless you’re replacing a relatively simple application, it’s hard to know exactly what to evaluate. Indeed, if people in a company given this task don’t have experience in using a specific type of business application or don’t understand how new or improved functionality will help execute business processes better, they may do a...

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Topics: Performance Management, Sales, Sales Performance, Human Capital Management, Office of Finance, Zilliant, Model N, Navetti, Nomis Solutions, PROS Pricing, Servigistics, Signal Demand, Operational Performance, Analytics, Business Analytics, Business Performance, Customer & Contact Center, Financial Performance, Oracle, Vendavo, Price Optimization, Profitability, Software, Vistaar Technologies


I believe that one of the more important analytical applications that a company can implement is profitability management. IBM Cognos offers Profitability Modeling and Optimization as part of its Cognos 10 offering that my colleague has assessed. As I’ve noted, most people in a corporation are focused on profitability, but not necessarily in a way that optimizes results across the organization in...

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Topics: Performance Management, Sales Performance, Forecast, Modeling, Office of Finance, enterprise profitability management, Operational Performance, Business Analytics, Business Performance, Financial Performance, IBM, Workforce Performance, Cognos, Financial Services, Profitability


Tibco recently introduced Spotfire 4.0, the most recent version of its interactive discovery and business intelligence (BI) tool. Spotfire comes at BI through visualization. It uses in-memory processing and good user interface design to develop highly interactive displays of data. Version 4.0 attempts to enhance Spotfire’s dashboard capabilities and offers integration with enterprise...

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Topics: Sales, Sales Performance, Social Media, Spotfire, Supply Chain Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Chatter, Collaboration, Customer & Contact Center, Dashboards, Financial Performance, Tibco, Twitter, Workforce Performance


Right after I posted my blog about the dearth of useful content for the line-of-business and finance audience at this year’s Oracle Open World, I attended a truly useful session. (Of course, it had been shunted to the next-to-last time slot on the final day of the event.) It was a case study presented by AT&T’s tax group, discussing its use of Oracle Hyperion Financial Management to manage the...

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Topics: Master Data Management, Office of Finance, chart of accounts, Tax, Business Analytics, Business Collaboration, Business Performance, Financial Performance, CFO


Risk has always been an integral part of business, but dealing effectively with risk is a progression. Indeed, history shows businesses adapting and coping better with risk through innovation. The importance of using information technology to manage risk is growing because today’s systems can automatically measure and analyze a much broader set of risk factors than individuals can, and do so more...

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Topics: Sales Performance, Governance, GRC, Office of Finance, Reporting, balanced scorecard, enterprise risk management, KRI, Operational Performance, Business Analytics, Business Performance, Financial Performance, Risk


Cloudera’s recent Hadoop World 2011 event confirmed that the world of big data is getting even bigger. As I wrote of last year’s event, Hadoop, the open source large-scale data processing technology, has gone mainstream. And while 75% of the audience attended this year for the first time and so may not have realized the breadth of Hadoop’s acceptance, statistics announced in the opening keynote...

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Topics: Big Data, Datameer, MapR, Sales Performance, Social Media, Supply Chain Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Cloudera, Customer & Contact Center, Financial Performance, Hortonworks, Informatica HParser, Karmasphere, NetApp, Workforce Performance, Strata+Hadoop


At its 2011 KronosWorks annual user conference, the workforce management application provider advanced its agenda with the introduction of new applications to further its global presence. From my visit, and from looking back at my analysis of its 2010conference, it seems the company’s focus is to simplify management of an hourly workforce.

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Topics: Human Capital Management, Kronos, Operational Performance, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Workforce Performance, HRMS, Talent Management, Workforce Analytics, Workforce Management


I just attended the first-ever analyst summit (Twitter #SumAS11) of SumTotal Systems to learn more about the company’s people and products since my in-depth analysis from earlier in the year. This key player in the business applications market offers a portfolio of applications in HRMS, workforce management and talent management, pieced together over several years with financing from its owner, ...

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Topics: SAP, Human Capital Management, Operational Performance, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Oracle, Workforce Performance, HRMS, Infor, SumTotal Systems, Talent Management, Workday, Workforce Analytics, Workforce Management


At first thought, it seems as if having a mountain of cash to manage is a problem most companies would like to have, but it’s a real problem nevertheless. To be sure, the large majority of companies are able to deal with their cash and short-term and longer-term monetary investments because the amounts are small enough to be manageable. Indeed, many companies, especially smaller ones, face the...

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Topics: Performance Management, Office of Finance, credit, Tax, Business Analytics, Business Performance, Financial Performance, Risk, cash management, GAAP


IBM’s Information on Demand (IOD) event showcased its products for both information management and business intelligence. I’ve covered the information management aspects of IOD in a separate post. In this post I’ll look at the business intelligence aspects. Earlier this year IBM made predictive analytics a major focus of its Business Analytics analyst summit, an event that often foreshadows the...

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Topics: Predictive Analytics, Sales Performance, Social Media, Supply Chain Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Workforce Performance


IBM made more than two dozen announcements in conjunction with its recent Information on Demand (IOD) event. In this post I’ll address the impact of IOD from an information management perspective and in a separate post shortly from an analytics perspective. Trying to organize the mass of information IBM brought forth at IOD 2011, I group the announcements into three general categories of...

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Topics: Predictive Analytics, Social Media, Supply Chain Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Workforce Performance


Host Analytics is taking advantage of one of the inherent advantages that vendors of software as a service (SaaS) have compared to on-premises ones: It’s easier for them to offer their customers data services and shared data repositories. The company’s  Decision Hub has been available since last summer. Although it doesn’t break new ground, it is a solid offering of this type and its value should...

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Topics: Planning, Sales Performance, Reporting, Budgeting, closing, Consolidation, Host Analytics, Operational Performance, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Financial Performance, Workforce Performance, Data, benchmark, Decision Hub, Financial Performance Management, SEC


Informatica recently introduced HParser, an expansion of its capabilities for working with Hadoop data sources. Beginning with Version 9.1, introduced earlier this year, Informatica’s flagship product has been able to access data stored in HDFS as either a source or a target for information management processes. However, it could not manipulate or transform the data within the Hadoop environment....

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Topics: Big Data, MapReduce, Sales Performance, Social Media, Supply Chain Performance, Operational Performance, Business Analytics, Business Performance, Customer & Contact Center, Data Integration, Financial Performance, Information Management, Workforce Performance, Strata+Hadoop


As Workday held its annual Workday Rising conference this week, it’s a good time to note the accomplishments of the company and to provide a fair and balanced coverage that has yet to be spoken by my industry peers for some reason. Co-founder and co-CEO David Duffield, who founded PeopleSoft, champions a set of core values in its culture and leads a workforce that has built a new generation of...

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Topics: SAP, Human Capital Management, Kronos, NetSuite, Recruiting, Zuora, Operational Performance, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Oracle, Workforce Performance, Cornerstone OnDemand, Digital Interviewing, Hiring, HRMS, Saba, SumTotal Systems, Talent Management, Taleo, Tidemark, Workday, Workforce Analytics


As its name suggests, demand-based pricing is a method that uses the buyer’s demand, based on an estimate of a good’s or service’s perceived value to the buyer, as the central element in setting price. Pricing strategies are most important because they can have a disproportionate impact (positive and negative) on a company’s bottom line. Managing prices has always been an activity of keen...

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Topics: Performance Management, Sales, Sales Performance, Human Capital Management, Office of Finance, Operational Performance, Analytics, Business Analytics, Business Performance, Financial Performance, Price Optimization, Profitability, Software


QlikTech recently introduced QlikView 11, the latest version of its business intelligence (BI) software, which emphasizes new collaboration features as well as enhancements to its user interface. In an about-face, though, in its approach to mobile access, the company has moved away from its native iPad application to a browser-based app using HTML5 technology.

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Topics: Mobile, QlikView, Sales Performance, Social Media, Supply Chain Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Collaboration, Customer & Contact Center, Financial Performance, Workforce Performance, Digital Technology


I had a chance to review the results of an interesting new global study of chief marketing officers (CMOs) by IBM, and I want to comment on some of its findings. Adding to the pressures facing the CMO today are new challenges in brand promotion and the growing impact of consumer sentiment expressed in several channels, including social media. The research found these to be the top two concerns in...

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Topics: Big Data, Sales Performance, Social Media, Customer Analytics, Market Research, Operational Performance, Business Analytics, Business Mobility, Business Performance, Business Technology, Cloud Computing, Customer & Contact Center, CMO, Demand Generation


I recently attended Kinaxis’ users’ group meeting and learned some interesting things. The company, which has been around since 1995, provides software for large corporations with complex supply chains. Over the past decade its product has evolved well past its roots as a material requirements planning (MRP) support tool. It is now an analytics suite that facilitates supply and demand planning,...

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Topics: Planning, Sales, Sales Performance, Supply Chain Performance, Office of Finance, Budgeting, Kinaxis, Operational Performance, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Financial Performance, Supply Chain, demand management, Integrated Business Planning, S&OP


Fulfilling its intention to make it easier to access and use analytics and business intelligence, IBM released its Cognos Mobile application natively for the Apple iPad. Of course IBM is not the first to release a native application for the tablet, and many might say that it is late in doing so, but in reality the market for dedicated applications on tablets is just heating up. The adoption rate...

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Topics: Microsoft, Sales Performance, Supply Chain Performance, Google, Playbook, RIM, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, CIO, IBM, Mobility, Workforce Performance, Cognos, Digital Technology


In a move that may indicate the beginning of a new wave of activity in the business intelligence (BI) market, Oracle has announced its intention to acquire Endeca. Founded in 1999, Endeca originally focused on search capabilities for online commerce. Users selected a product attribute, and the software automatically revised the remaining selection criteria based on products matching the previous...

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Topics: Predictive Analytics, Sales Performance, Social Media, Supply Chain Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Information Applications, Workforce Performance


Attendees at the SuccessFactors Insights conference and those of us on Twitter socializing with the Insights11 hashtag in San Diego this week was designed for Plateau customers who came to the final conference that was scheduled prior to its acquisition by SuccessFactors. The conference provided educational and customer content in an agenda focused on developments in the previous Plateau learning...

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Topics: Sales Performance, Social Media, Human Capital Management, Learning Management System, Recruiting, Operational Performance, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Workforce Performance, Digital Interviewing, Hiring, HRMS, Talent Management, Workforce Analytics


A vendor I have been tracking and got to examine at the recent HR Technology Conference has a tool to help businesses improve their talent management that I had profiled this company in my talent management guide for the eventHireVue’s Digital Interview Platform records interviews and enables hiring managers to review candidates’ responses to critical questions.

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Topics: Sales Performance, Social Media, Human Capital Management, Recruiting, Operational Performance, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Workforce Performance, Digital Interviewing, Hiring, HRMS, Talent Management, Workforce Analytics



Oracle made several announcements at its recent Open World event demonstrates its strengths in the business computing market but also that it is standing on the shoulders of giants. The company has developed the expertise, processes and market share to scale out the ideas and innovations of others. Don’t get me wrong: That statement is not an indictment. Large organizations often have challenges...

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Topics: Big Data, Sales Performance, Social Media, Supply Chain Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, NoSQL, Oracle, Workforce Performance, Strata+Hadoop, Digital Technology


I hadn’t thought about the exact definition of “driver-based planning” until the question came up in the context of our planning benchmark research showing that only 6% of companies with more than 100 employees do driver-based planning. Broadly defined, the term could be applied to the use of any spreadsheet-planning model because these almost always have built-in volume-times-price formulas,...

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Topics: Big Data, Performance Management, Planning, Sales Performance, Modeling, Office of Finance, Budgeting, driver-based, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Performance, Financial Performance, Workforce Performance, best pracices, business value, cash management, challenge, financial planning


In the last year some software vendors have been developing a new generation of workforce analytics that leaves pie and bar charts behind in their dashboards and reports in favor of a more intuitive approach. One such company, Visier,is now demonstrating such a fresh approach, which exemplifies what business analytics in general and especially those used to optimize and understand the workforce...

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Topics: Mobile, Sales Performance, Social Media, Supply Chain Performance, Human Capital Management, Operational Performance, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Workforce Performance, HRMS, Talent Management, Workforce Analytics


About 30 years ago, perhaps on this very day, I was sitting in front of an Apple II working on a VisiCalc spreadsheet. At the time, I don’t think I even knew who Steve Jobs was. I wasn’t in the software industry yet. I was working for a public accounting firm. The Apple II sat in a corner of the office “typing pool.” For those of you who don’t know what a typing pool was, there was no swimming...

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Topics: Mobile, Sales Performance, Supply Chain Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Visualization, Workforce Performance


Oracle unveiled its Social Network at Open World, but it seems most in the industry weren’t aware of it – or maybe Oracle does not want  them to pay much attention to it. My synopsis is that Oracle Social Network is definitely a work in progress that, even by Oracle own yardsticks of marketing and accessibility, is not ready to for enterprise use.

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Topics: Mobile, Sales Performance, Social Media, Supply Chain Performance, Operational Performance, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Oracle, Workforce Performance


I did not go to Oracle OpenWorld this year because it seemed the company was fixated on appliances and technology with little  emphasize on its Fusion applications business, which the focus on business is a major interest of our firm. Based on the reports of my colleagues on its applications discussion (See: “Apps Hard to Find at Oracle Open World“) and Oracle Exalytics (See: “Oracle Unveils BI...

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Topics: Big Data, Mobile, Sales Performance, Social Media, Supply Chain Performance, Hyperion, Open World, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Oracle, Workforce Performance, financials, Fusion Applications


The HR Technology Conference and Expo in Las Vegas that begins today will showcase an array of new business technology innovations for human capital management and talent management. The business technology to help human resources professionals is evolving dramatically, and this is a place for HR and workforce management professionals to find new methods that help increase productivity and...

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Topics: Mobile, Performance Management, Social Media, Human Capital Management, Metrics, Recruiting, Operational Performance, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Workforce Performance, Compensation, Talent Management, Workforce Analytics, Digital Technology


The HR Technology Conference and Expo in Las Vegas that begins today will showcase an array of new applications for talent management. The array of applications and advancements to help human resources professionals is evolving dramatically, and this is a place for HR and workforce management professionals to find new methods that help increase productivity and optimize business outcomes. The...

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Topics: Mobile, Performance Management, Social Media, Human Capital Management, Metrics, Recruiting, Operational Performance, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Workforce Performance, Compensation, Talent Management, Workforce Analytics, Digital Technology


The HR Technology Conference and Expo in Las Vegas that begins today will showcase an array of new applications for talent management. The array of applications and advancements to help human resources professionals is evolving dramatically, and this is a place for HR and workforce management professionals to find new methods that help increase productivity and optimize business outcomes. The...

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Topics: Mobile, Performance Management, Social Media, Human Capital Management, Metrics, Recruiting, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Operational Intelligence, Workforce Performance, Compensation, Talent Management, Workforce Analytics, Digital Technology


Oracle kicked off its Open World 2011 conference with the announcement ofExalytics, a new data warehouse appliance specifically for business intelligence (BI). Three years ago when Oracle introduced the Exadata product line it was based on hardware from Hewlett-Packard. Since then it has acquired Sun Microsystems and replaced the HP components in Exadata, assuming complete control over the...

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Topics: Sales Performance, Supply Chain Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Exalytics, Financial Performance, Oracle, Visualization, Workforce Performance, Digital Technology


Improving worker/manager collaboration becomes a top priority as organizations realize the impact of such collaboration on workforce productivity and profitability. One way to enhance that collaboration is to make tasks such as scheduling, time and attendance and task management accessible through smartphones and tablets. The management team at Dayforce has experience with workforce management...

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Topics: Mobile, Performance Management, Social Media, Human Capital Management, Metrics, Operational Performance, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Workforce Performance, Compensation, dayforce, Talent Management, Workforce Analytics, Digital Technology


Retaining talent and managing financials related to compensation should be a top priority for the HR and finance functions of companies, and many of them realize this. In our recent benchmark research in total compensation management, 72 percent of participants said it’s important or very important to have a compensation system aligned to their processes. One newer provider to the market, ...

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Topics: Performance Management, Sales Performance, Human Capital Management, Sales Compensation, Sales Operations, Operational Performance, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Workforce Performance, Compensation, Excentive, Talent Management, Workforce Analytics


This has been the year of the cloud for MicroStrategy. After ignoring early competition from cloud-based business intelligence (BI) providers, the company has jumped on the cloud BI bandwagon. At MicroStrategy Worldearly this year it announced a program called Cloud Intelligence and this summer introduced MicroStrategy Cloud, a complete BI platform with the option of using either IBM Netezza or...

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Topics: MicroStrategy, SaaS, Sales Performance, Software as a Service, Supply Chain Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Visualization, Workforce Performance


PivotLink introduced version 5 of its Business Intelligence (BI) product, which it delivers in the cloud computing environment and available through software as a service (SaaS) at its user conference. Demonstrating one of the unique benefits of providing it a SaaS approach, PivotLink did not require any of the attendees to request a download, get a new license file or do any type of software...

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Topics: Retail Analytics, SaaS, Sales Performance, Supply Chain Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Workforce Performance


Sales proposals can determine whether a deal is booked or lost. In most organizations the process of creating and delivering a proposal is manual and one-off, with many potential places for mistakes. This lack of rigor and efficiency impairs many organizations’ ability to leverage their resources. Proposal Software helps sales organizations with an application called PMAPS that addresses sales...

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Topics: Mobile, Sales, Sales Performance, Salesforce.com, Social Media, Marketing, Sales Force Automation, Operational Performance, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Collaboration, Customer & Contact Center, Financial Performance, Workforce Performance, CMO, CRM, DF11, Sales Performance Management, SFA


Recently Karmasphere introduced version 1.5 of its Analyst product which helps organizations analyze “big data” stored in Hadoop, the open source large-scale data processing technology. An independent software vendor focused exclusively on the Hadoop market, Karmasphere made available a community edition of its developer product in September 2009 and launched the company in March 2010. Since then...

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Topics: Big Data, Data Warehousing, Predictive Analytics, Sales Performance, Social Media, Supply Chain Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Karmasphere, Workforce Performance, Strata+Hadoop


A key component of workforce management software is to aid in scheduling and tracking time and attendance, streamlining interactions between managers and employees regarding these aspects of the job and promoting compliance with corporate and regulatory policies. WorkForce Software has been growing rapidly over the last decade while meeting these needs with an application suite that covers issues...

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Topics: Performance Management, Social Media, Human Capital Management, Metrics, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Workforce Performance, Compensation, Talent Management, Workforce Analytics


To retain talent, organizations must ensure that their workforce’s compensation is comparable to that of their industry peers. As part of this effort, they should integrate compensation reviews with goal and performance reviews to ensure employees are paid their fair market value; otherwise the best talent will become a flight risk. Many organizations understand this; in our performance...

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Topics: Performance Management, Social Media, Human Capital Management, Mercer, Metrics, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Workforce Performance, Compensation, Talent Management, Workforce Analytics


Alight has announced that it is partnering with Scope Systems to provide the mining industry with planning and financial reporting systems tailored for extraction companies. Scope creates ERP solutions for companies engaged in mining, drilling and natural resource exploration.

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Topics: Planning, Sales Performance, Office of Finance, driver-based, Operational Performance, Business Analytics, Business Performance, Financial Performance, Integrated Business Planning, Spreadsheets


At this year’s Taleo World conference in San Francisco, more than 1,600 Taleo customers learned about the company and its suite of talent management applications. A major theme of the conference was the company’s investment in mobility and social media and the intersection of those trends with collaboration tools.

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Topics: Big Data, Performance Management, Social Media, Human Capital Management, Metrics, Mobile Applications, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Workforce Performance, Compensation, Talent Management, Taleo, Workforce Analytics


The globalization of business is having a profound impact on corporate taxation worldwide, which shouldn’t surprise anyone who covers international tax laws. The impacts on corporations operating in multiple national jurisdictions (which today, especially in Europe, includes a large number of midsize companies) are both positive and negative. Positive in the sense that corporate tax rates, tax...

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


Splunk may be one of the biggest software companies you’ve never heard of. I’ve been following the seven-year-old company for over six months now and recently attended its second annual user conference. Splunk focuses on analyzing large volumes of machine-generated data in underlying applications and systems, which includes application and system logs, network traffic, sensor data, click streams...

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Topics: Big Data, Predictive Analytics, Sales Performance, Social Media, Supply Chain Performance, IT Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Machine data, Operational Intelligence, IT Performance Management (ITPM)


I recently participated in a panel discussion about the rise in the use of rolling forecasts in corporate planning. I’m not surprised by this trend; I have encouraged it. Ever since the financial crisis started three years ago, I’ve been writing that companies should rethink how they plan and budget to respond to increasing business volatility. Rolling forecasts are useful because they...

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Topics: Big Data, Performance Management, Planning, Sales Performance, Social Media, Supply Chain Performance, Office of Finance, Budgeting, IBP, Operational Performance, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Workforce Performance, CFO, COO, Integrated Business Planning


At the Dreamforce conference, Salesforce.com (NYSE:CRM) CEO Marc Benioff unveiled the latest evolution of the company’s strategy and supporting technology for cloud computing and mobile technologies. Its aim is to enable businesses to engage with customers and prospects via social media channels – what Salesforce calls the “social enterprise” – and empower employee and customer social networks to...

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Topics: Mobile, Sales, Sales Performance, Salesforce.com, Social Media, Marketing, Sales Cloud, Sales Force Automation, Operational Performance, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Chatter, Cloud Computing, Collaboration, Customer & Contact Center, Financial Performance, Workforce Performance, CMO, CRM, DF11, Sales Performance Management, Service Cloud, SFA


Sales organizations strive to maximize the performance of their staffs to meet quotas and revenue targets in an efficient manner. This focus is part of my agenda to help organizations innovate and maximize revenue in sales. To achieve this requires automation of various sales activities including compensation, incentives, quota development, territory optimization, channel management, analytics...

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Topics: Sales, Sales Performance, Social Media, Marketing, Revenue Performance, Sales Force Automation, Sales Operations, Operational Performance, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Workforce Performance, CFO, CMO, CRM, Sales Performance Management, SFA, Varicent



In addressing the needs of their sales and operations teams to automate and improve performance, many organizations turn to providers of sales applications designed for specific activities. Many of these activities, including sales compensation, incentives, commissions, quotas, territories and others, Xactly has been delivering for years. This company is no newcomer to the market, with...

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Topics: Sales, Sales Performance, Social Media, Marketing, Revenue Performance, Sales Force Automation, Operational Performance, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Workforce Performance, CFO, CMO, CRM, Sales Performance Management, SFA, Xactly


Looking to make your sales force more effective by automating its operations? Merced Systems can provide the traction your sales team needs. The company has been providing applications for more than a decade to customer service and more recently sales organizations, helping both measure and manage performance. Several years ago Merced Systems made a substantial investment to expand to the sales...

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Topics: Sales, Sales Performance, Social Media, Marketing, Merced Systems, Revenue Performance, Sales Compensation, Sales Force Automation, Operational Performance, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Workforce Performance, CFO, CMO, CRM, Sales Performance Management, SFA


If you want to hit the booking and revenue targets required to operate a business, you have to manage your sales forecast and pipeline. Optimally you should be able to monitor and act upon them any day of the week and make adjustments whenever you need to. Unfortunately, most organizations have to wait until they finish their manual efforts at the end of the month or quarter, or they miss...

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Topics: Sales, Sales Performance, Salesforce.com, Social Media, Marketing, Revenue Performance, Sales Force Automation, Sales Forecasting, Sales Operations, Operational Performance, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Workforce Performance, CFO, Cloud9 Analytics, CMO, CRM, Sales Performance Management, SFA


Qvidian entered the market for applications in sales performance management in 2011. The company, formed from the merger of The Sant Corp. and Kadient, has introduced a new suite of applications for proposals and playbooks that sales departments should examine if they’re looking to improve their efficiency and effectiveness. These applications are part of what we at Ventana Research call a sales...

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Topics: Sales, Sales Performance, Social Media, Marketing, Revenue Performance, Sales Force Automation, Operational Performance, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Workforce Performance, CFO, CMO, CRM, Sales Performance Management, SFA


I recently got an update on mobile applications and strategy for smartphones from ADP, the $9 billion provider of applications and services in human resources, payroll and benefits. By acquiring and partnering with organizations, ADP has become the largest provider in this segment while focusing on providing added value and new offerings to its customers. For some companies, being such a large...

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Topics: Big Data, Performance Management, Human Capital Management, Mobile Applications, Operational Performance, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Workforce Performance, Talent Management, Workforce Analytics, Digital Technology


We cite collaboration as one of five key technology influences on the business intelligence (BI) market, and I get many questions about collaboration and BI from end users and vendors alike. The rise of social media websites such as Facebook and Twitter has raised awareness of collaborative platforms and created a critical mass of participants, which is a necessary ingredient for successful...

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Topics: Predictive Analytics, Sales Performance, Social Media, Supply Chain Performance, Operational Performance, Business Analytics, Business Intelligence, Business Mobility, Business Performance, Collaboration, Customer & Contact Center, Financial Performance, Workforce Performance


In preparation for conducting a benchmark research study on predictive analytics, I’ve been speaking with vendors in this market segment to gather background. One of them is Opera Solutions, which I was not familiar with despite having worked in predictive analytics for more than 10 years. I was surprised to learn the company claims to be generating $100 million in revenue annually. Founded in...

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Topics: Predictive Analytics, Sales Performance, Social Media, Supply Chain Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Workforce Performance



I recently attended Teradata’s Third-Party Influencers Meeting (Twitter Hashtag #TD3PI) in Las Vegas where the company updated industry analysts and consultants on upcoming product plans and the status of two product lines it added via acquisition in the past year. Randy Lea, Teradata’s VP of product management and marketing, provided a company overview recapping highlights and defining the...

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Topics: Predictive Analytics, Sales Performance, Social Media, Supply Chain Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Workforce Performance


It is evident that business analytics is now a core business process in most organizations, but as our benchmark research on the topic shows, many have a lot of room to improve in how they use it. A dedicated provider of analytics tools, eThority continues to advance its technology to supply flexibility for the needs of a range of professionals from business management to analysts. 

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Topics: Big Data, Performance Management, Social Media, Human Capital Management, Metrics, Mobile Applications, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Workforce Performance, Compensation, Talent Management, Workforce Analytics


Our recently completed benchmark research on how finance departments use analytics makes clear that while they have a distinct competence in this area and execute the basics well, a majority of companies are immature in their use of advanced finance analytics. Regardless of industry or geography, few finance departments use predictive analytics or delve into important areas such as strategic...

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


Hans Hoogervorst, who just succeeded Sir David Tweedie as the chairman of the International Accounting Standards Board (IASB), recently said he is “optimistic the SEC will move to fully incorporate IFRS [International Financial Reporting Standards] shortly.” I find it hard to see why, unless one has a fairly elastic definition of “fully,” “incorporate” and “shortly” (or at least two out of...

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Topics: Office of Finance, Reporting, Consolidation, FASB, IASB, IFRS, Business Analytics, Business Collaboration, Business Performance, Financial Performance, GAAP, SEC


SnapLogic, a cloud-based data integration vendor, has extended its product linewith new data quality capabilities. This is worth comment because SnapLogic sits at the intersection of two recent trends in information management.

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Topics: Predictive Analytics, Sales Performance, Social Media, Supply Chain Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Information Management, Workforce Performance


I had the pleasure to drop into the 63rd annual conference of the Society for Human Resource Management (SHRM) in Las Vegas where over 18,000 human resources professionals came to learn, engage with peers and also enjoy a variety of entertainment. It was the definitely the place to be if you wanted to mix Hollywood with HR. From Sir Richard Branson in Sunday’s opener to music from Keith Urban to...

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Topics: Big Data, Performance Management, Social Media, Human Capital Management, Metrics, Mobile Applications, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Workforce Performance, Compensation, Talent Management, Workforce Analytics


I stopped into the Yahoo Hadoop Summit (Twitter: #HadoopSummit) to see how far the open source Hadoop technology has progressed. This open source community has been advancing for years with support from Internet titans like Yahoo, eBay and Facebook. Hadoop, as my colleague David Menninger has written, is now ready to play a large role as organizations try to cope with data on a large scale and...

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Topics: Big Data, Sales Performance, Social Media, Supply Chain Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Workforce Performance, Strata+Hadoop


For months the speculation was rampant, and now the rumors have proven to be true. Yahoo has officially announced that it will become a player in the emerging Hadoop market. Hadoop provides distributed computing capabilities that enable organizations to process very large amounts of data quickly. Backed by Yahoo and Benchmark Capital, a new entity called Hortonworks has formed around a team from...

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Topics: Big Data, Sales Performance, Social Media, Supply Chain Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Workforce Performance, Strata+Hadoop


This week the management of Peopleclick Authoria renamed the company PeopleFluent, reoriented its vision and launched a new suite of applications. This effort is intended to hone its focus on the intersecting aspects of talent management and respond to the increasing importance of mobility in this field. This move indicates the dynamic changes that are occurring as the software industry tries to...

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Topics: Big Data, Performance Management, Social Media, Human Capital Management, Metrics, Mobile Applications, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Workforce Performance, Compensation, Talent Management, Workforce Analytics


Two software applications I follow, price and revenue optimization (PRO) and sales compensation and incentives, can be highly complementary when used together. Unfortunately, since they typically are developed and sold by different kinds of software vendors, scant attention has been paid to the value of using them in tandem. I advise companies that have adopted a PRO strategy to use an incentive...

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Topics: Predictive Analytics, Sales, Sales Performance, Human Capital Management, Office of Finance, Operational Performance, Business Analytics, Business Performance, Financial Performance, Workforce Performance, Price Optimization, Profitability


The recent buzz around business analytics has generated resurgent conversation about what businesses need from their data to optimize business processes and make better decisions. Our benchmark research on business analytics in more than 2,500 organizations produced unprecedented information about business and IT usage and competency with analytics. It confirmed that effective use of business...

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Topics: Sales Performance, Social Media, Supply Chain Performance, Sustainability, Business Technology Innovation, IT Performance, IT Research, 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, Uncategorized, Workforce Performance, Business Planning, CFO


InetSoft is a business intelligence vendor that is not well-known but has more than 3,000 customers. Why do you need to know about another BI vendor? As I’ve written in the past, there’s a place in this market for both the megavendors and smaller vendors. InetSoft, one of the latter, has developed a broad set of capabilities over the years that have resonated with its customers. It recently...

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Topics: Sales Performance, Supply Chain Performance, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, CIO, Customer & Contact Center, Financial Performance, InetSoft, Information Applications


As recently as two years ago, Pentaho was all about open source business intelligence. The company used an open source business model to build a base of more than 1,200 paying customers and establish more than 8,000 production deployments. It still has an open source business model, but the company has created a broad yet integrated product line that deserves to be evaluated on its features, not...

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Topics: Pentaho, Sales Performance, Social Media, Supply Chain Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, OLAP, Visualization, Workforce Performance


Cloudera is riding the wave of big data. I first learned about the company while working at Vertica, one of Cloudera’s partners. Customers that managed large amounts of structured relational data also needed to process large amounts of semistructured data such as the type found in web logs and application logs. The emerging channel of social media provided another source of data lacking the...

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Topics: Big Data, Predictive Analytics, Sales Performance, Social Media, Supply Chain Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, CDH3, Cloudera, Customer & Contact Center, Information Management, Strata+Hadoop


At this year’s Information Builders Summit, the company’s annual conference for users and analysts (Twitter: #Summit2011) in Dallas, the long-time supplier of business intelligence and information management software showed how it has been able to sustain double-digit revenue growth thanks to highly accessible and scalable software that operates on a variety of platforms and data sources. Its...

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Topics: Sales Performance, Social Media, Supply Chain Performance, Sustainability, Google, Playbook, RIM, Business Technology Innovation, IT Performance, IT Research, 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 Builders, Information Management, Location Intelligence, Mobility, Operational Intelligence, Uncategorized, Workforce Performance, Digital Technology


I recently attended IBM’s analyst summit on business analytics. Since last year’s event was largely a preview of Cognos 10, which was several years in the making, I wondered what this year’s event would be about. IBM focused much of the attention on predictive analytics, strengthened by its acquisition of SPSS. My colleague Robert Kugel covered another theme from the event in his post on Cognos...

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Topics: Predictive Analytics, Sales Performance, Social Media, Supply Chain Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Workforce Performance


The Pitney Bowes Business Insight (PBBI) analyst summit and conference this week provided an opportunity to hear about the $5 billion technology provider’s strategy to become “the leader in customer communications.” This term makes sense when applied to a division of the company that brought the efficiency of the postal meter to mailrooms around the world. Of course a lot has changed for the...

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Topics: Social Media, Customer Analytics, Customer Communications, Customer Interaction Technology, Pitney Bowes, Operational Performance, Business Analytics, Business Performance, Cloud Computing, Customer & Contact Center, Customer Service, Location Intelligence, Unified Communications


Predictive analytics can be valuable tools for performance management. When the term is applied to planning or forecasting, many people take it to mean the ability to automate plans or forecasts. It’s true that using predictive analytics correctly is likely to enhance their accuracy, but these techniques do not eliminate the need for judgment; in practice, many organizations may realize more...

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Topics: Big Data, Performance Management, Planning, Predictive Analytics, Sales Performance, Supply Chain Performance, Budgeting, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Information Management, Workforce Performance, Financial Performance Management, Integrated Business Planning


I think one of best epigrams attributed to Mark Twain is, “Everyone talks about the weather but nobody ever does something about it.” This also has relevance to the situation with corporate planning and budgeting. Bemoaning its lack of value and calling for some sort of change goes back a long way, but few companies have matured their process. In the 1970s something called “zero-based budgeting”...

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Topics: Planning, Predictive Analytics, Sales, Sales Performance, Supply Chain Performance, Office of Finance, Budgeting, contingency planning, Operational Performance, Business Analytics, Business Collaboration, Business Performance, Financial Performance, CFO, finance, Financial Performance Management, Integrated Business Planning


Informatica has announced version 9.1 for Big Data.  I wrote previously about Informatica 9.1,the latest iteration of the company’s data integration platform, following its industry analyst summit. At that event in February, the company officials alluded to future plans regarding Hadoop and other big-data sources yet to be finalized. This announcement reveals those plans. Informatica will support...

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Topics: Big Data, MapReduce, Social Media, Supply Chain Performance, Operational Performance, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Customer & Contact Center, Data Integration, Informatica, Strata+Hadoop


Over the past six years big technology corporations have been acquiring all sorts of software companies, accelerating a general consolidation of the software industry since the dot-com boom ended in 2001. The consolidation has been driven in part by the deceleration of technology innovation in the business software market. Technology evolution, however, has been steady and progressed far enough...

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Topics: Big Data, Mobile, Planning, Sales Performance, Supply Chain Performance, Budgeting, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Cloud Computing, Financial Performance, IBM, In-memory, Workforce Performance, Cognos, acquisition


Gadgets be gone: That was one of my lighter tweetable sentiments from last week’s HRO Today Forum analyst summit, and you’ll see why below. At this gathering we industry analysts discussed the difference in perspectives on innovation, or the lack thereof, held by HR technology suppliers and the HR practitioners who buy and use their products, many of whom attended the HRO Today Forum.

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Topics: Performance Management, Human Capital Management, business innovation, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Cloud Computing, Workforce Performance, Talent Management, Workforce Planning, HR technology


In March U.S.-based text analytics vendor Clarabridge opened an office in the U.K. and recently celebrated it at the British Library in London. Sid Banerjee, the company’s founder and CEO, brought over key members of his team along with representatives of three U.S. clients. He explained that the new office would enable the company to support international clients better and allow expansion into...

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Topics: Predictive Analytics, Social Media, Customer Analytics, Customer Experience, Social CRM, Speech Analytics, Voice of the Customer, Clarabridge, Operational Performance, Analytics, Business Analytics, Business Intelligence, Customer & Contact Center, Customer Service, Information Management, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics


At this year’s SAPPHIRE NOW conference (Twitter: #SAPPHIRENOW) SAP demonstrated its in-memory computing technology and applications. SAP’s High Performance Analytic Application (HANA), which I think of as a high-availability network appliance, is part of the technology industry movement to increase the performance and scalability across a range of applications, from analytics to transactions, to...

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Topics: Sales Performance, SAP, Supply Chain Performance, Sustainability, IT Performance, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Business Technology, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Information Technology, Workforce Performance, CFO, COO



At SAP’s annual SAPPHIRE NOW conference (Twitter: #SAPPHIRENOW) this month, the company introduced a new portfolio of human capital management applications that will be available on many devices and added mobility options for users, including offerings for smartphones and tablets and cloud computing. This move beyond the traditional on-premises approach of SAP’s ERP Human Capital Management...

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Topics: Big Data, Performance Management, Sales Performance, Social Media, Supply Chain Performance, Sustainability, Human Capital Management, Metrics, Mobile Applications, Business Technology Innovation, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Management, Workforce Performance, data mart, Talent Management, Workforce Analytics


IBM Software recently held a user group conference called Vision 2011 that focused on its Clarity Systems acquisition’s users but also covered broader finance department topics. For me, the highlight of the show was the continued evolution and enrichment of the Clarity FSR external reporting application designed to automate the close-to-report cycle. This process is commonly referred to as “the...

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Topics: Big Data, Performance Management, Social Media, Sustainability, Human Capital Management, Metrics, Mobile Applications, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Financial Performance, Governance, Risk & Compliance (GRC), Workforce Performance, data mart, Talent Management, Workforce Analytics


The Directors Club of the U.K. recently held its inaugural National Customer Show in London. The event was well attended and attracted sponsorship from some of the biggest vendors in the contact center industry; among them were platinum sponsors Interactive Intelligence and salesforce.com, and session sponsors Nexidia and SwordCiboodle. I noticed three common themes, covering very different...

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Topics: Predictive Analytics, Sales Performance, Salesforce.com, Customer Analytics, Customer Experience, Customer Feedback Management, Social CRM, Speech Analytics, Voice of the Customer, Nexidia, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Customer & Contact Center, Customer Service, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Interactive Intelligence, Text Analytics, Workforce Management, SwordCiboodle


To maintain a productive workforce, businesses need to be able to put information in front of users at every level, from executives to front-line managers. Mobile technologies such as smartphones and tablets can provide analytics and business intelligence (BI), but so far this market niche has been dominated by publishing dashboards and reports that conform to the limits of mobile platforms....

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Topics: Sales Performance, SAP, Supply Chain Performance, Sustainability, Google, Smart Phones, IT Performance, Operational Performance, Analytics, 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, Mobility, Workforce Performance, Roambi, Sybase. Mobile Industry, Tablets, Digital Technology


Less than a week after attending ADP’s industry analyst day, I flew to Washington, D.C., to attend Mercer’s analyst forum, which gave me a chance to compare another human resources juggernaut. While ADP is known primarily for payroll and business process outsourcing, Mercer is known for HR consulting and benefits outsourcing. Mercer is not as big as ADP, with $3.5 billion in annual revenue and...

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Topics: Performance Management, Human Capital Management, Metrics, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Financial Performance, Governance, Risk & Compliance (GRC), Workforce Performance, Compensation, data mart, Talent Management, Workforce Analytics, Workforce Planning


Workforce planning is a business process that done right ensures an organization of suitable access to talent to ensure future business success. At a Mercer analyst summit I attended recently, which I wrote about in “Mercer Promotes Possibility of the New Empowered Workforce,” one of the sponsor execs kept challenging the HR industry analyst community to do more research on workforce planning,...

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Topics: Performance Management, Sales Performance, Supply Chain Performance, Human Capital Management, Metrics, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Information Applications, Information Management, Workforce Performance, Compensation, data mart, Talent Management, Workforce Analytics, Workforce Planning


At the SAPPHIRE NOW annual conference, (Twitter: #SAPPHIRENOW) the advantage of the mobile technology SAP gained through its acquisition of Sybase is becoming evident. In a blog before the conference I touched on the importance of mobility to the company’s future. From walking around, assessing keynotes and sessions and talking to companies using SAP, it seems that the big bet that SAP made on...

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Topics: Sales Performance, SAP, Social Media, Supply Chain Performance, Google, Smart Phones, 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, Mobility, Workforce Performance, Sybase. Mobile Industry, Tablets, Digital Technology


It is no easy task to change the culture of a global technology company, especially one that has a very demanding customer base with high expectations for advancing its widespread product lines. This is the challenge that SAP faces as it transitions from a company of three-letter-acronym collections of applications including CRM, SCM and ERP to one that focuses on specific business processes and...

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Topics: Sales Performance, SAP, Social Media, Supply Chain Performance, Sustainability, Business Technology Innovation, IT Performance, IT Research, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Business Technology, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Information Technology, Location Intelligence, Operational Intelligence, Workforce Performance, CFO, COO


Earlier this week EMC announced it will create its own distribution for Apache Hadoop.  Hadoop provides distributed computing capabilities that enable organizations to process very large amounts of data quickly. As I have written previously, the Hadoop market continues to grow and evolve. In fact, the rate of change may be accelerating. Let’s start with what EMC announced and then I’ll address...

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Topics: Big Data, EMC, Social Media, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Cloud Computing, Cloudera, Customer & Contact Center, Greenplum, Information Applications, Information Management, Strata+Hadoop



Going into ADP’s industry analyst day, I was curious about where a 61-year-old “payroll” company fits in today’s market for human capital management. It certainly has a presence, with over 550,000 customers across multiple lines of business – HR, payroll, tax and benefits administration – and nearly $9 billion in revenue with three consecutive quarters of growth coming out of the worst recession...

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Topics: Big Data, Performance Management, Sales Performance, Social Media, Supply Chain Performance, Human Capital Management, Mobile Applications, Operational Performance, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Workforce Performance, Compensation, Talent Management


The earthquake, tsunami and nuclear plant trifecta that devastated Japan has had a negative impact also on companies that embraced the concept of managing a lean supply chain – one that minimizes inventories at each stage. If news accounts are to be believed, there seem to be legions regretting that decision as disruptions caused by the disasters have a ripple impact, hampering manufacturers’...

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Topics: Performance Management, Sales Performance, Supply Chain Performance, Sustainability, Human Capital Management, Marketing, IT Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Workforce Performance, Supply Chain


As part of our largest-ever research study on business analytics, which surveyed more than 2,600 organizations covering the maturity and competency of business, IT and vertical industries, we looked at how IT is applying analytics to support their own business activities. One of the things we found is that, charged with enabling business units to use information systems as effectively as...

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Topics: Predictive Analytics, IT Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Information Applications, Information Management, Information Technology, IT Analytics, IT Service Management, ITIL, ITSM, IT Performance Management (ITPM)


At this year’s user conference, it was clear that change is afoot at MarkLogic, whose technology platform enables users to access information more easily accessible within applications and devices. Last month the board of directors appointed a new CEO, Ken Bado, created the new position of chief marketing officer (CMO) and named a head of global services and alliances, all within three weeks. The...

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Topics: Sales Performance, Supply Chain Performance, MarkLogic, Reporting, XML, IT Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Workforce Performance, Content Management, Document Management, Information Platform, Search



Golden Gate Capital and Infor (which is owned largely by Golden Gate Capital) will acquire Lawson Software for approximately $2 billion in a transaction that is expected to be completed sometime in this year’s third quarter. Lawson is the latest in a string of enterprise software acquisitions made or financed by Golden Gate that began almost a decade ago. Today, Infor is made up of legacy...

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Topics: Sales Performance, Supply Chain Performance, ERP, Human Capital Management, Operational Performance, Business Analytics, Business Performance, Business Technology, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Oracle, Workforce Performance, CFO, Infor, Talent Management, Corporate Finance, Financial Performance Management


Turning data into information for taking actions and making decisions has bedeviled businesses throughout the computer age. Many organizations have data in dozens of applications and legacy systems along with many reports in various business intelligence systems. The challenge is to get data from each of the reports and assemble it into contextualized views of information for particular business...

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Topics: Sales Performance, Sustainability, Reporting, Business Technology Innovation, IT Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Workforce Performance, Datawatch, Document Management


Companies (especially in high technology) that sell through an indirect channel face a difficult challenge because global sales channels are complex, fragmented and changeable, with different business practices and customs than direct channels. Keeping track of which products have sold in and sold through which partners can be a difficult task. Unless a company is working with only a handful of...

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Topics: Sales, Sales Performance, Salesforce.com, Human Capital Management, Zyme Solutions, Operational Performance, Business Analytics, Business Collaboration, Financial Performance, Governance, Risk & Compliance (GRC), channel, CRM


Are you a human resources executive who’s still using spreadsheets and various database systems to track and manage compensation and incentives of your workforce? If you aren’t, then believe it or not, you’re in the minority.

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Topics: Sales Performance, Human Capital Management, Office of Finance, Operational Performance, Business Analytics, Business Collaboration, Business Performance, Cloud Computing, Financial Performance, Workforce Performance, Compensation, finance, Talent Management, Workforce Performance Management


Turning data into information for taking actions and making decisions has bedeviled businesses throughout the computer age. Many organizations have data in dozens of applications and legacy systems along with many reports in various business intelligence systems. The challenge is to get data from each of the reports and assemble it into contextualized views of information for particular business...

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Topics: Sales Performance, Supply Chain Performance, Reporting, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Information Applications, Workforce Performance, Datawatch, Document Management


In various forms, business intelligence (BI) – as queries, reporting, dashboards and online analytical processing (OLAP) – is being used increasingly widely. And as basic BI capabilities spread to more organizations, innovative ones increasingly are exploring how to take advantage of the next step in the strategic use of BI: predictive analytics. The trend in Web searches for the phrase...

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Topics: Predictive Analytics, Predixion, R, Revolution Analtyics, Sales Performance, SAS, Social Media, Supply Chain Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Business Technology, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, IBM SPSS, Information Builders, Information Technology, KXEN, Netezza, Oracle, Tibco, Workforce Performance


Turning data into information for taking actions and making decisions has bedeviled businesses throughout the computer age. Many organizations have data in dozens of applications and legacy systems along with many reports in various business intelligence systems. The challenge is to get data from each of the reports and assemble it into contextualized views of information for particular business...

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Topics: Sales Performance, Supply Chain Performance, Reporting, IT Performance, IT Research, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Workforce Performance, Datawatch, Document Management


You’d think it was raining “social.” Social media, social networking, social marketing, social recruiting, social learning – so many aspects of business these days have a “social” component to them.

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Topics: Sales Performance, Social Media, Customer Experience, Human Capital Management, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Workforce Performance, Talent Management


Since last summer, Portrait Software has been part of the Pitney Bowes Business Insight (PBBI) subsidiary. Since the acquisition the combined teams have been putting together a comprehensive set of products to support data quality and customer interaction management. The suite includes the Portrait Self-Service Analytics, Miner, Uplift, Uplift Optimizer, Dialogue, Interaction Optimizer and...

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Topics: Predictive Analytics, Sales Performance, Social Media, Customer Analytics, Customer Experience, Operational Performance, Business Analytics, Business Collaboration, Cloud Computing, Customer & Contact Center, Call Center, Contact Center, CRM, Data Mining


Human resources professionals must deal with volumes of workforce data that resides in disparate software systems, including individual spreadsheets. But although the data is accessible to them, many organizations don’t have technology to aggregate, synthesize and analyze it, and so cannot easily use it to make efficient and effective decisions about talent acquisition and talent management.

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Topics: Learning, Performance, Recruiting, Operational Performance, Business Analytics, Business Mobility, Business Performance, Cloud Computing, Mobility, Workforce Performance, Compensation, Hiring, Talent Management, Workforce Analytics


IQPC Europe, a global organizer of business conferences, recently held its Executive Customer Contact Exchange, where contact center and customer service executives and senior managers gathered to find out about developments in the management of customer interactions and the customer experience. Attendees had a variety of reasons for coming; the largest group consisted of attendees who (29%) said...

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Topics: Sales Performance, Social Media, Customer Experience, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Mobility, Cloud Computing, Customer & Contact Center, Call Center, Contact Center, Contact Center Analytics, CRM


Humanize every step of the employee experience. That was the grand theme of this year’s opening keynote just over a week ago at ERE Expo 2011 Spring by Matthew Jeffery, global director of talent brand for Electronic Arts, titled “Recruitment 3.0: Why traditional recruiters will be replaced by ‘emotional marketers.’” His speech emphasized the importance of emotionally connecting with candidates...

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Topics: Sales Performance, Learning, Performance, Recruiting, Operational Performance, Business Analytics, Business Mobility, Business Performance, Cloud Computing, Mobility, Workforce Performance, Compensation, Hiring, Talent Management, Workforce Analytics


The information management (IM) technology market is undergoing a revolution similar to the one in the business intelligence (BI) market. We define information management as the acquisition, organization, control and use of information to create and enhance business value. It is a necessary ingredient of successful BI implementations, and while some vendors such as IBM, Information Builders,...

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Topics: Data Quality, Social Media, IT Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Technology, CIO, Complex Event Processing, Data Governance, Data Integration, Information Management, Information Technology, Operational Intelligence


Back-office operations in commercial and investment banks are among those critical functions that are underappreciated until they stop working well. This includes transaction reconciliations and the related exceptions management. Reconciliations are necessary to achieve a reasonable assurance of complete and accurate record of trading activity. The process is especially challenging now, partly...

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Topics: GRC, Office of Finance, Financial Governance, Reconciliation, Sungard, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Financial Performance, Information Management, CFO, Corporate Governance, Governance Risk and Compliance


When I entered the human capital management space over a decade ago, the Internet had just started to transform the way companies recruit, hire and manage their workforces. Since then the technological transformations have been astounding: Social media, mobile devices and cloud computing are just a few. And although every talent acquisition and talent management system available today is about...

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Topics: Sales Performance, Learning, Performance, Operational Performance, Business Analytics, Business Mobility, Business Performance, Cloud Computing, Mobility, Workforce Performance, Compensation, Talent Management, Workforce Analytics


The new CEO of Hewlett-Packard, Leo Apotheker, has unveiled his vision of the future in the consumer and enterprise markets. His announcement carried some suspense after interviews in which he said “HP has lost its soul” and added that he will “get rid of cynics” inside HP who try to undercut his mission. Now Leo has defined what his company calls Everybody On, which is described as “seamless,...

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Topics: 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 Mobility, Business Performance, CIO, Cloud Computing, Collaboration, Customer & Contact Center, Enterprise Software, Financial Performance, Governance, Risk & Compliance (GRC), HP, Information Applications, Information Management, Information Technology, Location Intelligence, Mobility, Operational Intelligence, Workforce Performance


The business intelligence (BI) technology market is undergoing a revolution. I’ve been working in this segment for 20 years, and it is and has been an exciting market in which to work, but its dynamic nature can be daunting to organizations trying to evaluate, purchase and deploy BI to improve their business processes. And despite the advances our benchmark research shows high levels of...

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Topics: Sales Performance, Social Media, Supply Chain Performance, Business Technology Innovation, IT Performance, IT Research, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Business Technology, CIO, Cloud Computing, Collaboration, Customer & Contact Center, Enterprise Software, Financial Performance, Information Management, Information Technology, Mobility, Operational Intelligence, Workforce Performance


One of the many interesting findings that came out of Ventana Research’s comprehensive benchmark research on business analytics was partly buried in an analysis of maturity groups. The Maturity Index of our research benchmarks classifies organizations at four maturity levels (from bottom to top, Tactical, Advanced, Strategic and Innovative) in each of four categories: People, Process, Information...

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Topics: Sales Performance, Social Media, Supply Chain Performance, Business Technology Innovation, IT Performance, IT Research, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Business Technology, CIO, Cloud Computing, Collaboration, Customer & Contact Center, Enterprise Software, Information Applications, Information Management, Information Technology, Mobility, Operational Intelligence, Workforce Performance


In today’s competitive environment, people working in collaboration can make the difference between a company’s success or failure. But hitting “reply to all” on an e-mail chain isn’t the kind of collaboration I’m talking about. Neither is managing your employee and business communications with cups connected by string and Ouija boards.

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Topics: Sales Performance, Learning, Performance, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Collaboration, Mobility, Operational Intelligence, Workforce Performance, Compensation, Talent Management, Workforce Analytics


SAP has launched its Enterprise Information Management (EIM) 4.0 release as part of its “Run Better Tour.”  It includes a broad range of information management components spanning data integration, data quality, data profiling, metadata management and more. The launch was done in conjunction with SAP Business Intelligence (BI) 4.0, which got much bigger billing at the event –to the point where one...

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Topics: Data Quality, SAP, Social Media, IT Performance, Analytics, Business Analytics, Business Intelligence, Business Technology, CIO, Complex Event Processing, Data Governance, Data Integration, Information Management, Information Technology, Operational Intelligence


The state of the economy has intensified scrutiny of organizations’ people assets, and so we’re seeing new dialogues about human capital management. Deriving full value from the people in a workforce requires more than just HR managing annual performance reviews or occasional scrutiny of the compensation processes for increases to merit pay or incremental incentives. Investing wisely in...

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Topics: Sales Performance, Learning, Performance, Operational Performance, Business Analytics, Business Mobility, Business Performance, Cloud Computing, Mobility, Workforce Performance, Compensation, Talent Management, Workforce Analytics


Tableau Software officially released Version 6 of its product this week. Tableau approaches business intelligence from the end user’s perspective, focusing primarily on delivering tools that allow people to easily interact with data and visualize it. With this release, Tableau has advanced its in-memory processing capabilities significantly. Fundamentally Tableau 6 shifts from the intelligent...

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Topics: Data Visualization, Enterprise Data Strategy, Tableau, Analytics, Business Analytics, Business Intelligence, CIO, In-Memory Computing


Interest in and development of in-memory technologies have increased over the last few years, driven in part by widespread availability of affordable 64-bit hardware and operating systems and the performance advantages in-memory operations provide over disk-based operations. Some software vendors, such as SAP with its High-Performance Analytic Appliance (HANA) project has been advancing with...

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Topics: Database, Enterprise Data Strategy, IT Performance, Analytics, Business Analytics, Business Intelligence, CIO, Complex Event Processing, In-Memory Computing, Information Management, Information Technology


Actuate held its annual customer day in San Francisco amid the happy chaos of the World Series champion Giants’ ticker-tape celebration, and on that day the company’s ticker symbol changed from ACTU to BIRT (a shift, incidentally, botched by NASDAQ). There was a great deal of focus on its ActuateOne platform (which my colleague reviewed here) and the advancements in using open source software...

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Topics: Microsoft, Open Source Software, Analytics, Business Analytics, Business Intelligence, CIO, Information Management, Microsoft Excel, Spreadsheets


In the weeks leading up to and as part of its Information On Demand Conference that my colleague assessed, IBM introduced version 8.5 of InfoSphere Information Server and several related product updates. As my colleague suggested earlier, IBM has an ambitious agenda to provide comprehensive information management capabilities through a combination of product development and acquisitions. The...

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Topics: Enterprise Data Strategy, IT Performance, Business Analytics, Business Intelligence, CIO, Data Integration, IBM, Information Management, Information Technology


The battle for business analytics rages on. IBM, Oracle, SAP and SAS as billion dollar and larger companies each combine analytic computation and processing in the underlying data but Teradata remains a key player. For its part Teradata used its annual Partners conference to tout the next generation of analytics in its product portfolio and brought along customers to testify to their success in...

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Topics: Enterprise Data Strategy, Teradata, IT Performance, Business Analytics, Business Intelligence, CIO, Information Management, Information Technology


This year IBM joined its annual Information on Demand conference with the new IBM Business Analytics Forum. Some 10,000 attendees came to learn about managing information assets using analytics for business, and the value of integrating business intelligence (BI) with information assets across the enterprise. All these topics are relevant, as large organizations have created thousands of silos...

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Topics: Enterprise Data Strategy, IT Performance, Business Analytics, Business Intelligence, CIO, IBM, Information Management


On October 25, IBM introduced Cognos 10 at its Information on Demand and Business Analytics Forum in Las Vegas that I attended to review the technology closer from my examination at its recent IBM Business Analytics analyst summit in September. According to Rob Ashe, IBM’s general manager of business analytics, Cognos 10 has been developed for over six years. You’re probably aware that in that...

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Topics: Enterprise Data Strategy, Performance Management, Planning, IT Performance, Business Analytics, Business Intelligence, CIO, IBM, Information Management


As part of its recent IBM Business Analytics Industry Analyst Summit, I participated in a demonstration of IBM Business Analytics Workshop, a simulation that the company uses to demonstrate the capabilities of its performance management software. Rather than offering a canned demo or a Microsoft PowerPoint deck, the workshop gives a team of individuals from a company a reasonably realistic...

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Topics: Performance Management, Sales Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Financial Performance, Information Management, Workforce Performance


Actuate has announced a major new version of its software called ActuateOne. Its technology is integrated in a single platform and set of tools for performance management, analytics, business intelligence (BI) and information applications; the product can be managed on-premises or in the cloud and is accessible via mobile devices such as the Apple iPhone and iPad. Actuate has been in the BI...

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Topics: Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Information Management


On Tuesday in Silicon Valley, SAP introduced its latest business software: business analytics applications for specific vertical industries. The event was kicked off by SAP co-CEO Bill McDermott, who demonstrated the simplicity of the applications on an Apple iPad, which has become the demonstration system of choice for SAP as well as a tool it provides for its sales force. Bill and EVP of...

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Topics: SAP, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Information Management


At its Business Analytics and Optimization (BAO) analyst summit in Washington, D.C., IBM provided direction on the state of its software and services in this category of business technology. This annual event goes back to 2005 when IBM started making BAO-related software acquisitions in earnest. I have written before about IBM’s focus on analytics and optimization (See: “IBM Fuses New Generation...

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Topics: Operational Performance, Business Analytics, Business Intelligence, Business Performance, IBM


The battle for business analytics rages on. IBM, Oracle, SAP and SAS as billion dollar and larger companies each combine analytic computation and processing in the underlying data but Teradata remains a key player. For its part Teradata used its annual Partners conference to tout the next generation of analytics in its product portfolio and brought along customers to testify to their success in...

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Topics: Enterprise Data Strategy, Teradata, IT Performance, Business Analytics, Business Intelligence, CIO, Information Management, Information Technology


This year IBM joined its annual Information on Demand conference with the new IBM Business Analytics Forum. Some 10,000 attendees came to learn about managing information assets using analytics for business, and the value of integrating business intelligence (BI) with information assets across the enterprise. All these topics are relevant, as large organizations have created thousands of silos...

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Topics: Enterprise Data Strategy, IT Performance, Business Analytics, Business Intelligence, CIO, IBM, Information Management


Actuate has announced a major new version of its software called ActuateOne. Its technology is integrated in a single platform and set of tools for performance management, analytics, business intelligence (BI) and information applications; the product can be managed on-premises or in the cloud and is accessible via mobile devices such as the Apple iPhone and iPad. Actuate has been in the BI...

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Topics: Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Information Management


On Tuesday in Silicon Valley, SAP introduced its latest business software: business analytics applications for specific vertical industries. The event was kicked off by SAP co-CEO Bill McDermott, who demonstrated the simplicity of the applications on an Apple iPad, which has become the demonstration system of choice for SAP as well as a tool it provides for its sales force. Bill and EVP of...

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Topics: SAP, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Information Management


At its Business Analytics and Optimization (BAO) analyst summit in Washington, D.C., IBM provided direction on the state of its software and services in this category of business technology. This annual event goes back to 2005 when IBM started making BAO-related software acquisitions in earnest. I have written before about IBM’s focus on analytics and optimization (See: “IBM Fuses New Generation...

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Topics: Operational Performance, Business Analytics, Business Intelligence, Business Performance, IBM


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