There are many ways to put data to work, and companies, and especially their leaders, are advised to explore as many of them as they can. Each presents distinct opportunities for profit and competitive advantage, from product improvements to new revenue streams to possible industry game changers. At the same time, each presents challenges that must be experienced to be appreciated.