Global businesses have entered a new era of decision making. The ability to gather, store, access, and analyze data has grown exponentially over the past decade, and companies now spend tens of millions of dollars to manage the information streaming in from suppliers and customers.

A version of this article appeared in the April 2012 issue of Harvard Business Review.