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USA31: How an Oil & Gas Major Substituted Digital Twin Pilots for Enterprise Architecture Design

Updated: Oct 22

Overview:

This case is part of a 100-diagnostic series revealing how US enterprises have mislabeled tech pilots as “Enterprise Architecture reform.”


In Oil & Gas, a recurring pattern is treating digital twin projects as architecture work. Asset twins for rigs, pipelines, and refineries were piloted with promising simulation results — yet the enterprise anatomy linking engineering, maintenance, safety, and production remained unmodeled.


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P1–P6 Insight Preview:  Digital twins improved component monitoring (P4) and localized operational efficiency (P6 business), but lacked strategy alignment (P1) and integrated process logic (P2).


System behavior (P3) stayed asset-specific; tech ops (P6) ran each twin in isolation with no enterprise orchestration.



Role Disconnects:

  1. CEO: “Our twins prove we’re innovating” — but the enterprise runs as separate silos.

  2. CIO: “We can simulate assets in real time” — yet they don’t share logic across the network.

  3. Sales Head (Commercial Ops): “Clients see us as cutting-edge” — but delivery misses coordination across assets.

  4. Chief EA: “We have models of assets, not of the enterprise”

  5. VP of Asset Management: “The twins help my site, but connecting them to corporate processes is a manual job”

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