Analyst Perspectives

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 business value.

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.

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 business.

Profit Velocity Solutions’ PV Accelerator is an analytic application designed to enable capital-intensive companies to consistently achieve substantially wider margins and higher return on assets (ROA). Companies in industries such as specialty chemicals, building materials, integrated steel mills and silicon chip fabrication (to name just four) routinely fail to make the right decisions about pricing, production and sales management because they use analytic methods that, from an economic...

Business intelligence software is supposed to help businesses access and analyze data and communicate analytics and metrics. I have witnessed improvements to BI software over the years, from mobile and collaboration to interactive discovery and visualization, and our Value Index for Business Intelligence finds a mature set of technology vendors and products. But even as these products mature in capabilities, the majority lack features that would make them easy to use.  Our recent research on ...

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 geographic and spatial context can help deliver new and deeper insights to business. Information...

One of the important lessons company executives should have learned over the past 15 years is that it’s dangerous not to do contingency planning, a subject that I’ve written about before. By this I mean real, think-outside-the-box contingency planning (not just extrapolating), which is especially important when doing long-range planning. The past decade or so has been punctuated by periods of elevated volatility in financial and product markets, and there’s a good probability it will occur...

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 for IT Performance for Splunk Enterprise.

To mark the fourth anniversary of the Securities and Exchange Commission’s (SEC) interactive data mandate, Columbia Business School (my alma mater) and its Center for Excellence in Accounting and Security Analysis (CEASA) published a review of the current state of eXtensible Business Reporting Language (XBRL) that notes the manifold issues that plague this promising technology. From its perspective, three key issues hamper greater use of XBRL. The first is the high error rate in the tagging...

IBM this week announced its pending acquisition of the Star Analytics product portfolio. Star Analytics is a privately held company that offers products designed to provide easy access to and integration with Oracle Hyperion data sources. While Star Analytics has a good product and solid references, it has lacked critical mass to support more effective sales and marketing efforts. Star Analytics’ strategic value to IBM lies in its ability to unlock data held in Oracle Essbase multidimensional...