Lesson 1Ambiguity in Reservoir ExpansionJudgment in expanding reservoirs when data is incomplete and risks are compounding.Start2 Micro-lessonsMicro lesson 1Expanding with Uncertain DataMicro lesson 2Ignoring Early Warning Signs
Lesson 2Production Optimization Under StressCalibration of production strategies when system limits and nonlinear failures emerge.Start2 Micro-lessonsMicro lesson 1Over-Optimizing Production RatesMicro lesson 2Scaling Without System Calibration
Lesson 3Long-Term Field EvolutionRestraint and judgment in field development decisions with delayed and compounding effects.Start2 Micro-lessonsMicro lesson 1Delaying Upgrades for Long-Term StabilityMicro lesson 2Recognizing When Not to Intervene