Pipeline integrity
Acoustic and pressure models along the line, learning what normal sounds like on each segment and raising a fault days ahead, with the location.
INDUSTRIES · Oil & Gas
The failure, days before it happens. Not hours after.
Pipelines, compressors and wells produce more sensor data than any control room can read. We train models on that data, on your own history of faults, so the acoustic signature of a failing weld or the pressure drift of a tired pump is flagged while there is still time to plan the shutdown.
WHAT WE BUILD
Built for the work, not adapted to it.
Plant and process forecasting
Throughput, energy use and maintenance windows forecast from the plant's own history, so planners work from a number rather than a guess.
Inspection archives as training data
Decades of inspection reports, scans and logs cleaned, labelled and verified into datasets your engineers' models can actually learn from.
Site and perimeter awareness
Cameras, drones and radar around remote facilities watched continuously, with people and vehicles detected and tracked.
IN PRACTICEData Refinery in a representative engagement: ten years of inspection PDFs became 640,000 verified training examples in six weeks.
HOW IT RUNS
On your infrastructure. Owned by you.
Air-gapped when it has to be
Deployed on your servers, inside your borders. Nothing has to leave the country.
Arabic and English, natively
Models trained on Gulf Arabic and English, on your documents and your dialect.
Source code delivered
You receive the code, the models and the training. Your team runs it; our engineers stay on call.
Thirty days to a prototype
A working system on your real data in a month, then a fixed-scope build integrated with what you already run.
ALSO
Other work we do.
CONTACT
Tell us the mission. We'll tell you how we'd build it.
One briefing, no obligation. A blueprint and a fixed price within seven days.
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