The industrial ecosystem increasingly is turning to the Industrial Internet of Things (IIoT) in pursuit of quality control, efficiency and supply-chain improvements. But as sensors get cheaper, Big Data grabs a bigger footprint, and the technology gets ever more ubiquitous, complexities emerge with the broadening scale. With all this ability to measure and monitor, businesses risk drowning in a sea of data during the digital transformation. This challenge demands a strategy for structuring information, applying analytics and extracting knowledge to harness data’s value.