Data per se is not new, but its power to drive business value in modern times is unprecedented. This power is most evident in the business models of digital platforms such as Facebook, Amazon, and Google. But, for a vast majority of legacy firms operating with value-chain-driven business models, this newfound power of data remains untapped. A key reason that’s holding them back is their traditional approach to collecting and using data.