Keep your infrastructure. Make it intelligent.

WITSML channels stream into the harness second by second. The Drilling Agent watches ROP, WOB, RPM, torque, standpipe pressure, flow and vibration together, compares them with offset wells and the daily drilling reports, and tells the driller what it sees before it becomes non-productive time.

Vibration, temperature and pressure from the historian, the asset’s position on its operating envelope, and every SAP PM notification ever raised against it, read together. The agent does not just score an anomaly; it tells you which past event it looks like and what fixed it then.

Flow, pressure, temperature, rates and well status from SCADA and the historian, joined with allocation and well-test results. When a well drifts, the Production Agent explains why, in the terms a production engineer would use, and proposes the test that confirms it.

This is what an agent in the harness actually does. Each step is a governed tool call into a system you already own, logged as it happens. It stops at the approval gate: nothing is written to SAP PM until an engineer says so. Try it.

A technician standing at the machine will not fill in a form, and should not have to. He talks, in Arabic, on the phone already in his pocket. The template is recognised, the findings are structured, the isolation is confirmed rather than assumed, the photographs arrive, and the work order is raised in SAP PM with the record attached. LOTO, JSA, permits and inspections, without an app.

A permit filled in by habit is how people get hurt. This one fills only from what the issuing supervisor actually says, asks for the gas readings by number when they are not mentioned, refuses to tick a control that was not confirmed, and stops at the signature. Voho prepares the permit; the area authority authorises the work.

The connectors, permissions and evaluations are built once. Each new use case is a new agent and a new workflow on the same foundation, not a new project.

No rip and replace, and no new data lake before the first result. The harness reads the systems of record where they are, through connectors your OT security team can review.

Energy companies do not adopt AI that can act without limits. Every boundary below is part of the harness, not a policy document beside it.

Demonstrations, not customer work. We built five agents for each of these organisations from public knowledge of how they run; none of them asked, and none of them run this today. Open one to see this page’s argument applied to a energy or petrochemical company you recognise.

The first project proves value on something measurable. Everything it builds, the connectors, the permissions, the evaluation set, carries into the next.

Procurement at an energy company is the longest part of any AI project, and it is the part most vendors have never been through. We have. What follows is the record, the people accountable for it, and the partner whose oilfield software the harness sits on.

Voho works with VictorySoft on the systems-of-record side of the harness: the drilling, production and asset applications that engineers already use, which is exactly what an AI layer needs to read.