All companies, no matter what they do, are essentially data companies. Almost all of them have access to troves of information on their supply chains, operations, strategic partners, customers, and competitors. But while most companies are leaving money on the table, only a handful are using this information to its fullest extent. By tapping into the insights that can be derived from this information, though, companies can improve every aspect of their businesses—from customer segmentation and demand and churn prediction to pricing optimization and retention marketing. Because these insights can also be sold externally for even greater margins, they’re increasingly regarded as a competitive edge.