Building the Right Environment to Support AI, Machine Learning and Deep Learning
Microsoft's BI message was on display at the Microsoft Tech Ed North America 2010 and BI Conference 2010 events this week in New Orleans. Ted Kummert, senior vice president of the Business Platform Division at Microsoft keynoted the second day of the event and showed how Microsoft has exposed rich, self-service BI capabilities to line of business workers. But there is one audience that hasn't been getting a lot of attention in Microsoft's BI conversation, and that is developers. Until now. Donald Farmer is principal program manager for SQL Server at Microsoft. He says Microsoft has worked to align its BI stack with Microsoft Visual Studio, turning the IDE into, he said, "the development environment for BI." "Our BI environment is our developer environment. What that means is there is a consistent set of tools across all the pieces," Farmer said. "You get versioning. You get a true build environment, which is very unusual for a BI environment."
If the strategy sounds familiar, it's because it is. Microsoft's efforts to up-level BI into an extensible platform for development mirrors similar efforts with other application stacks-turned-platforms, including Office and SharePoint. The use of common tooling opens a lot of possibilities for robust, purpose-built application development. Farmer described a decision support scenario, where Visual Studio is used to embed predictive analytics into an Outlook-based CRM customer data entry application. Developers, he said, are able to use familiar SQL Server-like commands and well-known data structures. A major driver of effective BI, said Farmer, is the ability to embed functionality into applications. BI processes that require workers to jump to another interface are disruptive to users, and can pose issues for developers and BI designers forced to work with distinct environments.
Itamar Ankorion, director of marketing and business development at Attunity, said organizations have grown increasingly concerned about the impact of intense BI activity on production data stores, particularly as user-friendly tools like PowerPivot expand the scope of BI usage. Ankorion expects that trend to grow. "For developers in general, what we are going to see is developers building applications in PowerPivot," he said. "Just as you have people developing Excel applications, you will see this with PowerPivot." Microsoft is working to make sure that is exactly what happens, by putting Microsoft Visual Studio at the center of the BI universe. Said Farmer: "It was actually a revelation to us how much the BI community really wanted the Microsoft Visual Studio environment.".
Microsoft significantly updated its business intelligence (BI) stack with the releases of SharePoint 2010, Office 2010 and SQL Server 2008 R2.