From interpreters to decision architects: The next decade for geoscientists and petroleum engineers

Subsurface work is shifting from iterative, manual workflows to faster, more integrated decision making. With AI, automation, cloud computing, and continuous modeling, geologists and petroleum engineers are spending less time building models and more time evaluating uncertainty, validating outputs, and applying domain expertise to inform actions and strategies that improve asset performance.