Engineering Culture — Digital Twins, AI, and the 800-Person Citizen Developer Army

ConocoPhillips is quietly one of the most digitally advanced upstream companies in the world. The company runs portfolio-wide digital twins, uses AI to optimize gas-lift on thousands of wells daily (replacing engineers who could only look at a dozen wells per day), and has created an 800-person "citizen developer" army that has automated over 100,000 hours of human work annually. This module unpacks the technical transformation so candidates — especially in IT, data, engineering, and digital roles — can speak confidently about it.