Analyst Perspectives

Our benchmark research into retail analytics suggests that only 34 percent of retail companies are satisfied with the process they currently use to create analytics. That’s 10 percent fewer businesses satisfied than we found for all industries combined. The dissatisfaction is being driven by underperforming technology that cannot keep up with the dramatic changes that are occurring in the retail industry. Retail analytics lag those in the broader business world, with 71 percent still using...

In my more than a decade of writing on the trends and direction of the technology industry, occasionally I have talked about the dark side of technology industry analysts. In that vein, I wrote about the diminishing science of research in technology analyst firms, which has impacted the quality of the analysis and advice given by analysts. It built on my previous post on Why Bad Research Could Jeopardize Your Business. Unfortunately, the ethics and morals in the technology analyst industry have...

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 has made great advancements in cloud, social and mobile technology, as I have assessed and my...

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 mobile technology that will have a profound impact on business for generations to come. Given these...

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 demonstrating the power of using social media concepts in the enterprise and combining those...

As I listened to the keynote address at, conf2012, the annual Splunk user conference, my initial impression was that the company was spreading itself too thin. The company highlighted four rather formidable areas of organizational focus: Enterprise 5.0, the company’s flagship data platform, which is now in beta; Development, which is support for building applications and integrating Splunk within the broader IT infrastructure; Content, the continued development of core applications and use...

I had a refreshing call this morning with a vendor that did not revolve around integration of systems, types of data, and the intricacies of NoSQL approaches. Instead, the discussion was about how its business users analyze an important and complex problem and how the company’s software enables that analysis. The topic of big data never came up, and it was not needed, because the conversation was business-driven and issue-specific.

One of the community groups to which I donate my time is an organization that puts on a Concours d’Élegance – a vintage car show. Such Concours date back to seventeenth-century France, when wealthy aristocrats gathered to see who had the best carriages and most beaudacious horses. Our Concours serves as the centerpiece to a broader mission of raising money for several charities. There a many such events in the United States and elsewhere, but this one, which has been held every year since 1956,...

Our research consistently finds that defects in data are the root cause of a wide range of problems encountered by modern corporations. The magnitude of the problem correlates with the size of the company: Big companies have bigger headaches than midsize ones. Data issues diminish productivity in every part of a business as people struggle to correct errors or find workarounds. Issues with data are a man-made phenomenon, yet companies seem to treat bad data as some sort of force of nature like...

A study by the McKinsey Global Institute published earlier this year suggests a coming shortage of more than 140,000 workers with deep analytical skills and a shortage of more than 1.5 million data-literate managers. I’m not sure how the study defined these roles, but I’d guess that those with deep analytic skills are those folks building the complex models, and the data-literate managers are those executives, middle managers and analysts who interpret the results and use the models to help...