奥纬咨询：2025人工智能将如何重塑上游油气行业前沿领域研究报告（英文版）（13页）.pdf

1、HOW AI WILL RESHAPE THE FRONTLINES OF UPSTREAM OIL&GASReasoning,Agentic Orchestration,and Multimodal VisionPedro AlcalaJordi SerraNadim HaddadTommy InglesbyAI has crossed from the back office into the field Oliver Wyman3How AI Will Reshape the Frontlines of Upstream Oil&GasEXECUTIVE BRIEFINGArtifici

2、al Intelligence(AI)is moving beyond back-office automation into the operational core of upstream oil and gas.The new wave reasoning-capable models,agentic orchestration,and multimodal vision goes past dashboards and predictive analytics to deliver actionable recommendations in the field.This is not

3、incremental improvement;it is an operating-model shift.The leadership challenge is no longer whether to use AI,but how to scale from pilots to governed,safe deployment across core workflows.WHATS NEWReasoning-capable models:AI that can work through problems step-by-step like an engineer testing opti

4、ons,weighing trade-offs,and updating its recommendations as conditions change.Agentic orchestration:Software“agents”that coordinate drilling,subsurface,production,and logistics across existing tools,collapsing silos and optimizing to asset-level value operating under policies that enforce human appr

5、ovals,safety limits,and full audit trails.Multimodal AI(vision+data):Systems that combine live video,sensor data,and engineering schematics to understand field environments in context and provide real-time recommendations.IMPLICATIONS FOR UPSTREAM LEADERSShift metrics:Move from discipline-only measu

6、res(such as feet drilled or equipment uptime)to system-level performance anchored to the profit and loss(P&L).Governance first:Keep human-in-the-loop oversight with safe operating envelopes,tiered approvals,and auditable actions to meet safety and regulatory requirements.Early movers lead:Reduce ope