Back in 2011, the McKinsey Global Institute published a report on the transformational potential of big data—and it would take a supercomputer to process all of the articles that have appeared since then urging companies to get on board before some digital disruptor renders them obsolete. And yet for all the hype, most industries have still not come close to realizing the full potential of data and analytics.