Analyst Perspectives

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...

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 (KPIs), a term used in inaccurate ways that have diminished the value of the concept for business.

Over the last several months, my colleague VP and Research Director Tony Cosentino and I have been assessing vendors and products in the business intelligence market as part of our upcoming Value Index. Tony recently wrote about the swirling world of business analytics, covering many of the dynamics of this industry. He and I have been reviewing the breadth and depth of over 15 of these vendors using our Value Index methodology, which examines the products closely in terms of usability,...

For the past several years Ventana Research has focused more on analytics and their importance to improving business performance. We’ve done extensive benchmark research in business analytics, detailing how they are used generally in business and in major functional areas of companies as well as their application in specific industries. We adopted this focus because technology advances are changing the landscape of analytics. Its use in business management, for example, is getting new scrutiny...

In this second in a blog series on business analytics I focus on the increasingly important area of predictive analytics. Our benchmark research into predictive analytics shows that while the vast majority of companies see this technology as important or very important for the future of their organizations, most are not taking full advantage of it. This finding suggests that there is an opportunity for companies to gain competitive advantage by implementing predictive analytics in the near term.

When it comes to managing product information, organizations know they have room for improvement; only 27 percent trust their efforts completely, and less than a fifth (19%) are very satisfied with them. Almost half (48%) say they have too many incompatible tools, while 41 percent do not have a centralized information repository and 45 percent use a manual process to create a single complete, consistent and reliable product record. All of these facts and more from our product information...

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 illustrate how analytics are being applied to solve real business problems.

Ventana Research has just released our 2012 Value Index for Product Information Management (PIM), in which we evaluate the competency and maturity of vendors and products. Our firm has been researching this software category for many years, and our latest benchmark research in product information management, coming out shortly, finds PIM software providing substantive benefits in new channels of interaction with suppliers and customers.

Our research agenda for 2012 in human capital management outlined the importance of workforce management for all organizations. One provider, WorkForce Software, provides systems that support scheduling, time and attendance, leave and absence and fatigue management. As I noted in my last analysis on WorkForce Software, the company’s focus on the fatigue aspect of workforce management, especially in white-collar environments such as transportation, utilities and healthcare, has provided them...

Usually, just figuring out how to start the process of change is a major barrier to improvement in business. I think that’s especially true when it comes to integrated business planning (IBP). I started using that term six years ago to differentiate that process from financial budgeting and the many other forward-looking activities used in companies. IBP applies to a longstanding objective: bringing together the disparate strands of forward-looking activities across a corporation to foster...