This session will provide an overview of why data monitoring is important and what we mean when we talk about it. Then, participants will discuss considerations prior to taking on data monitoring including data validation, transparency, and committed resources. Finally, the session will share case studies from organizations that are currently engaging in various types of data monitoring, including organizations that are using population health management systems and other software solutions.