Data Governance

A holographic AI dashboard over a refinery control-room desk at dusk showing one validated panel with a checkmark beside a governance checklist and a demo-to-production arrow, illustrating why oil and gas AI pilots stall and the governance steps that get them to production.

Beyond the Demo: Why Oil & Gas AI Pilots Stall — and the Governance Checklist That Gets Them to Production

Matthew Bertram17 hours ago2 weeks ago08 mins

Almost every operator now has an AI pilot that stalled in a corner. The reason is rarely the model — it is governance, traceability, and expert validation. Here is why oil & gas AI pilots stall before production and the readiness checklist that gets them there.