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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)


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

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


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


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


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


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


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


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


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


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


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


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


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


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


When applying information technology to drive better business performance, companies and the systems integrators that assist them often underestimate the importance of organizing data management around processes. For example, companies that do not execute their quote-to-cash cycle as an end-to-end process often experience a related set of issues in their sales, marketing, operations, accounting...

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Topics: Big Data, Mobile, Sales Performance, Supply Chain Performance, ERP, Office of Finance, Operations, Management, close, closing, computing, end-to-end, Operational Performance, Analytics, Business Performance, Cloud Computing, Data Management, Information Applications, Information Management, CRM, Data, finance, FPM


Qlik was an early pioneer in developing a substantial market for a visual discovery tool that enables end users to easily access and manipulate analytics and data. Its QlikView application uses an associative experience that takes an in-memory, correlation-based approach to present a simpler design and user experience for analytics than previous tools. Driven by sales of QlikView, the company’s...

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Topics: Big Data, Data Visualization, QlikView, Sales Performance, Supply Chain Performance, Tableau, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Information Applications, Data Discovery, Lumira, Qlik, Qlik Qlik Sense


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


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


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


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


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


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


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


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


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


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


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


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


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


I had the pleasure of attending Cloudera’s recent analyst summit. Presenters reviewed the work the company has done since its founding six years ago and outlined its plans to use Hadoop to further empower big data technology to support what I call information optimization. Cloudera’s executive team has the co-founders of Hadoop who worked at Facebook, Oracle and Yahoo when they developed and used...

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Topics: Big Data, Teradata, Zoomdata, IT Performance, Business Intelligence, Cloudera, Hortonworks, IBM, Information Applications, Information Management, Location Intelligence, Operational Intelligence, Oracle, Hive, Impala, Strata+Hadoop


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


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


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


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


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


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


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


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


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


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


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


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


Informatica and Exterro have announced a partnership in the market for discovery of electronic data and documents (known as e-discovery). Exterro has made its reputation in e-discovery workflow and legal holds management while Informatica is a leader in data integration that our Value Index finds as the top and Hot rated provider. The partnership is designed to provide users of Exterro’s Fusion...

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Topics: Sales Performance, Office of Finance, eDiscovery, Exterro, Operational Performance, Business Performance, Data Governance, Data Management, Financial Performance, Informatica, Information Applications, Information Management, Workforce Performance, compliance, Data, Information, Risk


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


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


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


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


The need to be effective in the marketing, selling, manufacturing, distributing, and sourcing products requires more consistent and higher quality product information. This is where product information management (PIM) has great potential, and as I have attested is the responsibility of business to lead the process and technology improvements. Of course for PIM to be efficient IT needs to support...

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Topics: Big Data, Sales, Sales Performance, Supply Chain Performance, Operational Performance, Customer & Contact Center, Information Applications, Information Management, Commerce, Product Information Management, Supply Chain


In the realm of technology that matters for business and IT, our firm as part of our responsibility continually assesses the latest technology and how it can impact organizations’ efficiency and effectiveness. Our benchmark research in technology innovation found that 87% of participants indicated the importance of increasing the organization’s value through technology innovation. Every year we...

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Topics: Big Data, Datameer, Mobile, Sales, Sales Performance, Social Media, Supply Chain Performance, Sustainability, Customer, ESRI, Globoforce, GRC, HCM, Kronos, Kyriba, Location Analytics, Marketing, NetBase, Office of Finance, Overall Operational Leadership, Peoplefluent, Planview, SQLstream, VMWare, VPI, IT Analytics & Performance, IT Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, CIO, Cloud Computing, Collaboration, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Hortonworks, IBM, Informatica, Information Applications, Information Builders, Information Management, Information Technology, KXEN, Location Intelligence, Operational Intelligence, Oracle, Workforce Performance, Contact Center, Datawatch, Financial Management, Information Optimization, Johnson Controls Panoptix, Roambi, Service & Supply Chain, Upstream Works, Vertex, Xactly


As a new generation of business professionals embraces a new generation of technology, the line between people and their tools begins to blur. This shift comes as organizations become flatter and leaner and roles, context and responsibilities become intertwined. These changes have introduced faster and easier ways to bring information to users, in a context that makes it quicker to collaborate,...

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Topics: Big Data, Data Scientist, Sales Performance, Supply Chain Performance, IT Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, CIO, Customer & Contact Center, Data Management, Financial Performance, Information Applications, Information Management, Workforce Performance, Data


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


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


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


Datameer , a Hadoop-based analytics company, had a major presence at recent Hadoop Summit, led by CEO Stephan Groschupf’s keynote and panel appearance. Besides announcing its latest product release, which is an important advance for the company and its users, Datameer’s outspoken CEO put forth contrarian arguments about the current direction of some of the distributions in the Hadoop ecosystem.

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Topics: Big Data, Datameer, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Information Applications, Strata+Hadoop


Hadoop Summit is the biggest event on the West Coast centered on Hadoop, the open source technology for large-scale data processing. The conference organizers, Hortonworks, estimated that more than 2,400 people attended, which if true would be double-digit growth from last year. Growth on the supplier side was even larger, which indicates the opportunity this market represents. Held in Silicon...

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Topics: Big Data, IT Performance, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Operational Intelligence, Strata+Hadoop


Anyone who follows salesforce.com is used to surprises, but over the last couple of months the company has come up with some that go beyond the usual. It rebranded the recent user conference in London as a customer company event. This follows from changing its messaging to urge every company to become a customer company not a social company. The event itself was everything we have come to expect,...

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Topics: Sales, Sales Performance, Social Media, Customer Experience, Social CRM, Voice of the Customer, Mobile Apps, Self-service, Operational Performance, Analytics, Cloud Computing, Collaboration, Customer & Contact Center, Customer Service, Information Applications, Call Center, Contact Center, CRM


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


Users of big data analytics are finally going public. At the Hadoop Summit last June, many vendors were still speaking of a large retailer or a big bank as users but could not publically disclose their partnerships. Companies experimenting with big data analytics felt that their proof of concept was so innovative that once it moved into production, it would yield a competitive advantage to the...

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Topics: Big Data, Datameer, Sales Performance, SAS, Supply Chain Performance, Teradata, alteryx, IT Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), IBM, Information Applications, Location Intelligence, Operational Intelligence, Workforce Performance, Strata+Hadoop


Business analytics can help organizations use data to find insights that lead to new opportunities and address issues unrecognized before. One player in this market is Datawatch, known for its tools for information optimization and harvesting value from big data including content and documents. I assessed the company earlier this year, and recently our firm recognized its customers’ achievements...

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Topics: Big Data, Sales Performance, SAP, Supply Chain Performance, GRC, Office of Finance, Panopticon, Operational Performance, Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Information Applications, Information Management, Operational Intelligence, CEP, Datawatch, Discovery, Information Optimization, SAP HANA


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


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


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


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


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


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


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


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


Businesses continue to try to increase productivity and simplify tasks in order to use their time smarter. Our recent business technology innovation research found that, when it comes to analytics, 44 percent of organizations spend the most time on data-related tasks. With lack of resources being the largest issue impeding the adoption of technology, IT must operate efficiently while getting...

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Topics: Microsoft, Sales Performance, Marketo, On24, SilverPop, IT Performance, Operational Performance, Business Intelligence, Business Performance, Customer & Contact Center, Data Integration, Information Applications, Information Management, FinancialForce, Information Optimization, Intuit Quicken, Scribe Software, Xactly


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


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



I recently attended the annual SAS analyst summit to hear the latest company, product and customer growth news from the multi-billion-dollar analytics software provider. This global giant continues to grow its business and solutions to help with fraud prevention, marketing and risk. It lets users apply its analytic and statistical technology in practical applications for business. SAS can meet...

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Topics: Big Data, Predictive Analytics, Sales Performance, SAS, Fraud, GRC, Operational Performance, Analytics, Business Analytics, Business Intelligence, Business Performance, CIO, Cloud Computing, Customer & Contact Center, Data Integration, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Operational Intelligence, Risk


Saba held its annual People 2013 customer and analyst conference recently in San Francisco, with approximately 700 customers in attendance.  At the conference the company provided analysts a perspective on its progress over the last year and its product roadmap.  My colleague Mark Smith wrote about Saba’s acquisition of Human Concepts last year; today Saba says it has 31 million users and 2,100...

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Topics: Social Media, LMS, Social Collaboration, Learning Management, Business Collaboration, Cloud Computing, Information Applications, Workforce Performance, Saba, Talent Management, People Cloud


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


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


SiSense gained a lot of traction last week at the Strata conference in San Jose as it broke records in the so-called 10x10x10 Challenge – analyzing 10 terabytes of data in 10 seconds on a $10,000 commodity machine – and earned the company’s Prism product the Audience Choice Award. The Israel-based company, founded in 2005, has venture capital backing and is currently running at a profit with...

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Topics: Big Data, Sales Performance, Tableau, elasticube, Operational Performance, Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Information Applications, Information Management, Qlik


Business is starting to realize that taking advantage of big data is not just technically feasible but affordable by organizations of all sizes. However, as outlined in our agenda on big data and information optimization, the technology must be engineered to the information needs of business. HortonWorks has been steadily advancing its big data technology called Hadoop and contributing its...

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Topics: Big Data, Microsoft, Talend, Teradata, Simba, Business Analytics, Cloud Computing, Hortonworks, Informatica, Information Applications, Information Management, HDP, Hive, Tez, Strata+Hadoop


SnapLogic, a provider of data integration in the cloud, this week announced Big Data-as-a-Service to address businesses’ needs to integrate and process data across Hadoop big data environments. As our research agenda for 2013 outlines, dealing with data in the cloud is very important to organizations. At the same time, businesses need to be able to integrate their big data with all their...

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Topics: Big Data, R, Sales Performance, Salesforce.com, SnapLogic, Operational Performance, Business Analytics, Cloud Computing, Cloudera, Customer & Contact Center, Data Integration, Information Applications, Information Management


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


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


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


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


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


Managing payroll has long been viewed as an administrative task, time-consuming and focused on ensuring that everyone is paid correctly and on time. In fact, in the American Payroll Association’s most recent annual study, the main metrics tracked for payroll performance are payroll cost per employee, payroll processing accuracy rate and dollar value of overpayments – all of which focus only on...

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Topics: HCM, Human Capital Management, Office of Finance, IT Research, Cloud Computing, Information Applications, Workforce Performance, TCM


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


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


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


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


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


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


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


Mobile technology continues to advance weekly, with new software releases and new versions of devices. Though it has been in the headlines frequently in recent weeks, can Microsoft really change the mobile technology dynamics in the business world?

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Topics: Microsoft, Sales Performance, Google, Microsoft Windows Phone, IT Performance, Operational Performance, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Information Applications, Information Management, Workforce Performance, Digital Technology


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


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



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



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



Jaspersoft Business Intelligence Suite competes in the open source and broader BI market. Its customer base is mostly in the small and midsized business and OEMs and SaaS providers who can embed Jaspersoft code directly into their offerings. Earlier this summer, the company introduced Jaspersoft 4.7, which features advancements in interactive reporting, big data access and mobile business...

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Topics: Big Data, Mobile, Jaspersoft, Operational Performance, Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Information Applications


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


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


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


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



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


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


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


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


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



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


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


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


Ventana Research was the first analyst firm to cover operational intelligence, and a while back I wrote how the products of Vitria support proactive customer service by using event data to anticipate likely impacts of operation issues on customer service. Our research into the use of analytics shows that while more mature companies have begun to adopt OI, they are mainly early adopters. In an...

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Topics: Predictive Analytics, Customer Analytics, Customer Experience, Social CRM, Speech Analytics, Vitria, Voice of the Customer, Operational Performance, Analytics, Cloud Computing, Customer & Contact Center, Customer Service, Information Applications, Operational Intelligence, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics


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


Our benchmark research into the contact center in the cloud shows that almost all companies now support multiple communication channels to engage with customers. Most of them also involve multiple business units in handling inbound and outbound interactions. More companies now support at-home agents, and contact centers are becoming more distributed. These scenarios are a good fit for cloud-based...

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Topics: Predictive Analytics, Sales Performance, Customer Analytics, Customer Experience, Social CRM, Speech Analytics, Voice of the Customer, Echopass, Operational Performance, Analytics, Business Collaboration, Business Intelligence, Business Mobility, Cloud Computing, Customer & Contact Center, Customer Service, Information Applications, Workforce Performance, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics, Unified Communications


When the Salesforce.com marketing machine rolls into town, you have to sit up and listen, and that’s what 14,000 attendees did at the latest Cloudforce event in London. The company took over a vast portion of the ExCel London Exhibition Centre to accommodate the keynote speech, lots of side events and meeting rooms and an expo floor where attendees could see demonstrations of every product and...

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Topics: Sales Performance, Salesforce.com, Customer Analytics, Customer Experience, Social CRM, Speech Analytics, Voice of the Customer, LiveOps, NewVoicemedia, Operational Performance, Analytics, Business Collaboration, Business Intelligence, Business Mobility, Cloud Computing, Customer & Contact Center, Customer Service, Information Applications, Workforce Performance, Call Center, Contact Center, Contact Center Analytics, CRM, Text Analytics, Vocalcom


Predictive analytics has the potential to help businesses increase the impacts of their actions by creating indicators that represent future outcomes based on existing behavior. This process becomes more complicated when they have to apply predictive analytics to what we call big data environments. As yet only 13 percent of organizations are using predictive analytics according to our business...

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Topics: Big Data, Predictive Analytics, Opera Solutions, IT Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Business Technology, CIO, Cloud Computing, Information Applications, Information Management, Information Technology, Operational Intelligence


Recently my colleague Mark Smith wrote about Splunk and its latest technology supporting analytics for IT on machine data and providing operational intelligence. I wasn’t familiar with the company, which has focused on IT users and improving the performance of a company’s networks and IT systems. From a customer management perspective, these are of little interest unless they impact the customer...

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Topics: Sales Performance, Customer Experience, Social CRM, Splunk, IT Performance, Operational Performance, Business Collaboration, Business Intelligence, Business Mobility, Cloud Computing, Customer & Contact Center, Customer Service, Information Applications, Information Management, Workforce Performance, Call Center, Contact Center, CRM


It has been a busy time for Genesys, a company best known for computer/telephony integration (CTI) and routing software for contact centers. In February it split from Alcatel-Lucent and announced that with financial backing from two investment funds it was going forward as a stand-alone company. Over the last few years Genesys has diversified its portfolio to include workforce optimization, agent...

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Topics: Sales Performance, Customer Experience, Social CRM, Genesys, Operational Performance, Business Collaboration, Business Intelligence, Business Mobility, Cloud Computing, Customer & Contact Center, Customer Service, Information Applications, Workforce Performance, Call Center, Contact Center, CRM


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


Conventional wisdom in the contact center is that self-service options for customers reduce the number of their telephone calls. However, my benchmark research into the use of technology in contact centers throws doubt on this, finding that companies still expect the volume of interactions through all channels, including the phone, to increase. This is further supported by my benchmark research...

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Topics: Sales Performance, Customer Experience, NICE Systems, Social CRM, Operational Performance, Business Collaboration, Business Intelligence, Business Mobility, Cloud Computing, Customer & Contact Center, Customer Service, Information Applications, Workforce Performance, Call Center, Contact Center, CRM


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


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



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



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


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 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


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


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


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


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


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


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


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


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


Kalido recently introduced version 9 of its Information Engine product. The company has been around for 10 years but has had difficulty establishing its identity in the information management market. Kalido was perhaps ahead of its time, partly a vendor of data integration, partly master data management and partly data governance. As an example of the positioning challenge, its core product,...

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Topics: Data Quality, Data Warehousing, Master Data Management, Data Governance, Data Integration, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Kalido


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



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


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


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



Last week I attended the IBM Big Data Symposium at the Watson Research Center in Yorktown Heights, N.Y. The event was held in the auditorium where the recent Jeopardy shows featuring the computer called Watson took place and which still features the set used for the show – a fitting environment for IBM to put on another sort of “show” involving fast processing of lots of data. The same...

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Topics: Big Data, EMC, Business Intelligence, Cloudera, Greenplum, IBM, Information Applications, Information Management, InfoSphere, Strata+Hadoop


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


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


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)


Unless you have been on a long vacation somewhere without newspapers, mobile phones or the Internet, you must have noticed all the buzz about social media – some of it factual and lots of it hype. Over a billion people use Facebook. There are many millions of tweets on Twitter every day, and YouTube has become the place to share videos, whether for a laugh, for a company’s brand awareness or for...

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Topics: Predictive Analytics, Sales Performance, Salesforce.com, SAS, Social Media, Customer Analytics, Customer Experience, Social CRM, Speech Analytics, Voice of the Customer, Clarabridge, Genesys, ResponseTek, RightNow, Operational Performance, Analytics, Business Collaboration, Business Intelligence, Business Mobility, Cloud Computing, Customer & Contact Center, Customer Service, Information Applications, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Text Analytics


Most people associate SAP with enterprise software: ERP, CRM and more recently with business analytics and business intelligence. The majority also see the company as committed to providing these as on-premises applications and having only begun its presence in cloud computing for business applications. But there’s more to the story, as I recently discovered. With its Business Communications...

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Topics: Sales Performance, SAP, Customer Analytics, Customer Experience, Social CRM, Voice of the Customer, Operational Performance, Analytics, Business Collaboration, Business Intelligence, Cloud Computing, Customer & Contact Center, Customer Service, Information Applications, Call Center, Contact Center, Contact Center Analytics, CRM, Unified Communications


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


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


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...

Read More

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


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...

Read More

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


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


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


The technology analyst industry has ended its barrage of exuberant predictions for the new year. After digesting all of these commentaries (some were a challenge, I admit), we need to stop our predicting and instead start a discussion about what all of us ought to be doing. From my perspective, that should be an annual statement of direction, what we here call the research agenda. I have decided...

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


The new year has brought a revolution in business technologies that allows enterprises to roll out new applications, processes and services in record time. What used to take a business six months to a year to develop and deploy – and not too long ago that was considered fast! – can now be done in a week or two, making enterprise application and business intelligence deployments of the recent past...

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Topics: Sales Performance, Social Media, Supply Chain Performance, Market Research, IT Performance, IT Research, Operational Performance, Analytics, Business Intelligence, Business Technology, Customer & Contact Center, Information Applications, Information Management, Information Technology, Location Intelligence, Operational Intelligence, Industry Analyst


Social media, the newest channel of communication across the Internet, is increasingly being used to influence, but also to deliver advice and research. I wrote about this revolution last year (See: “The Social Media Revolution in Industry Analyst Community”), reporting on the transformation that is underway and the work of our firm along with Altimeter Group and dozens of other active industry...

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


No one has seemed to notice that in the last several months, Hewlett-Packard has quietly made changes to its participation in the enterprise software market; this will significantly change HP’s value for CIOs and IT organizations in regards to business intelligence (BI) technologies.

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Topics: Data Warehousing, IT Performance, IT Research, Operational Performance, Analytics, Business Intelligence, Business Performance, Enterprise Software, Governance, Risk & Compliance (GRC), HP, Information Applications, Information Management, HP Neoview


At its annual conference Oracle OpenWorld this year Oracle flexed its muscles as a technology giant. The company has been steadily growing through acquisitions to expand its database, middleware and applications, and the recent acquisition of Sun Microsystems gives it a way to sell hardware for servers and storage. This momentum is enabling Oracle to develop new streams of revenue, which were on...

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Topics: IT Performance, Operational Performance, Business Intelligence, Business Performance, Enterprise Software, Information Applications, Information Management, Information Technology


In today’s world, without information there is no business. That is, without having the right information and making it available to the right people at the right time, an organization cannot be fully informed, make the right decisions and act on them, and compete effectively enough to survive and prosper. That much is a given. Finding ways to ensure that an organization’s information is...

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Topics: IT Performance, Business Intelligence, Information Applications, Information Management, Data, Information Availability


At its annual conference Oracle OpenWorld this year Oracle flexed its muscles as a technology giant. The company has been steadily growing through acquisitions to expand its database, middleware and applications, and the recent acquisition of Sun Microsystems gives it a way to sell hardware for servers and storage. This momentum is enabling Oracle to develop new streams of revenue, which were on...

Read More

Topics: IT Performance, Operational Performance, Business Intelligence, Business Performance, Enterprise Software, Information Applications, Information Management, Information Technology


In today’s world, without information there is no business. That is, without having the right information and making it available to the right people at the right time, an organization cannot be fully informed, make the right decisions and act on them, and compete effectively enough to survive and prosper. That much is a given. Finding ways to ensure that an organization’s information is...

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Topics: IT Performance, Business Intelligence, Information Applications, Information Management, Data, Information Availability


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