The DOJ, SEC and other enforcement authorities have made clear that companies need to be gathering and analyzing data about their compliance programs, and the agencies themselves have become more sophisticated in their knowledge of data analytics. In this issue, we look back at our articles on this crucial part of compliance, including our four-part series on measuring compliance and lessons on various aspects of data analytics from HPE, Cargill, Microsoft and Lockheed.