Grounded, governed, embedded: Responsible agentic AI for oil & gas operations
Tyra Jones of Prometheus Group brings the AI conversation back to the asset, asking what intelligent technology really means for the people running, maintaining and protecting complex oil and gas operations. While AI has already found clear use cases in the boardroom and back office, this presentation focuses on the harder question: how can AI support the technician, planner, operator or supervisor working directly with live operational realities?
The session explores why generic AI often struggles in industrial environments. Tools trained on clean documents, emails and structured corporate data can quickly lose value when faced with messy operational data, disconnected systems and field conditions that do not follow a neat digital pattern. For Tyra, the challenge is not simply whether AI can generate answers, but whether it can connect to the systems where the work actually happens.
A key theme is the need to get the right information to the right person at the right moment. Drawing on examples from routine maintenance, historian data, barrier management, upstream scheduling and turnarounds, the presentation highlights the everyday friction created by siloed systems, manual admin and fragmented workflows. These are the areas where responsible, embedded AI can begin to augment expert decision-making rather than replace it.
Prometheus Group positions agentic AI as most valuable when it is grounded in operational context, governed by the right controls and embedded into real workflows. From ERP integration and inspection data to work orders, permits, scheduling and asset history, the presentation shows how AI can help bridge the gap between operational intelligence and frontline action.
Explore the full presentation to learn how Prometheus Group is approaching responsible agentic AI for oil and gas operations, with a focus on practical field use, connected data and human-centred decision support.
