Operations and Maintenance practices have undergone significant transformation over the past several decades, and are poised for more disruption and change. The proliferation of sensing and communications technology, along with advancements in storage, computing, analytics, and machine learning are giving the teams responsible for operating and maintaining industrial assets an entirely new set of tools to manage their fleets.