In 2019, ARC Resources launched a pilot project to understand how a team dedicated to Data Analytics could improve their business. This talk covers how the team learned from its early failures working with completions data to successfully creating an environment for AI to do what it does best. Pierce Anderson is a Data Analytics Engineer at ARC Resources. His current focus is harnessing operations data to provide insights, efficiencies and actions. Pierce received a B.Eng in Mechanical Engineering with a minor in Economics from the University of Victoria.