The person running the job stays accountable
An agent can search the drawing set, pull the last similar job, and propose a pack. It does not go to the field without a named person — engineer or superintendent.
Practice
Problem-solving with AI — office and field.
We start with one problem, not the whole company. Tools change. Judgment does not. Agentic workflows gather, reason, and cite — then stop for the person running the job.
How we build
Your plant is not our lab
Personal AI tools stay off your network. You get a system IT can live with — never a private bot installed on your infrastructure.
We score against your real work
Correct means what your spec, your as-built, and your last job already mean. We test against those, not a demo corpus.
Simpler beats a swarm
Sometimes the right tool is a rebuilt calculator. Sometimes it is a search layer with citations. We will tell you when a simpler system is enough.
What we ship
| Tool | The problem | Who owns it |
|---|---|---|
| Engineering knowledge system | Specs, P&IDs, vendor manuals, procedures, MOCs, and as-builts asked in plant language, with citations. | Process, facilities, reliability, PSM |
| Retire the dangerous spreadsheet | The compressor map, cut-nest, heat-treat recipe, relief screen, or loop list living on one laptop. | The person who gets called when that file is wrong |
| Last-job / upset pack | What happened last time, what the procedure said, and what the field actually did — assembled so someone can decide faster. | Operations, production, rotating, project |
| Well-work pack | Workover, acid, gravel pack, tubing, packer, coil tubing, well test — history and procedure next to the last job. | Completions, well work, field superintendent |
| Change-impact check | What this design tweak does to the drawing, the interlock, the procedure, and the people who have to run it. | Project engineering and the field lead |
Where we have lived the work
We do not list this as a résumé. It is why we know what a good answer looks like before the model speaks.
- Years on location with crews, supers, foremen, and toolpushers
- Offshore platforms and onshore oil and gas facilities
- Subsea, pipelines, diving, and well work
- Production, downhole, compressors, and interventions
- Designed, fabricated, and installed — Gulf and international
- Shop floor: flame, plasma, waterjet, machining, heat treat
Models and agents are a part, not the product
An agent can plan a search across your documents, call a calculator, and draft a pack. That is useful. It is not a license to run the unit. We do not sell an “energy model,” and we will say when a simpler tool is enough.
Nothing writes to PLC, SCADA, or safety systems. Nothing starts equipment or issues a field instruction without a named human. Accuracy and autonomous outcomes are never guaranteed.
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