We shape our tools, and thereafter our tools shape us.” –Marshall McLuhan. Twenty years ago, Shoshana Zuboff published In the Age of the Smart Machine, a seminal work on the nature of automation. Her focus was on the capability of machines that automated work to also informate their environment, a term she coined. Informating is the generation of information as a by-product of an action. Zuboff observed that “the same systems that make it possible to automate office transactions also create a vast overview of an organization’s operations, with many levels of data coordinated and accessible for a variety of analytical efforts.