AI at the wellhead.
Not in the cloud.
Inference on rigs, pipelines, and remote installations. On hardware already on site. No cloud dependency.
[ The Constraint ]
Connectivity is a liability.
Offshore rigs run on VSAT. Pipeline stations sit in deserts. FPSOs have metered satellite links that drop in weather. The cloud is an assumption that does not hold at any of these sites.
The models that matter are getting larger. Operators want decisions where the data is generated, not a round-trip to a data centre.
[ Use Cases ]
Models that run where the pumps run.
Fig 1.1
Subsurface interpretation
Seismic models and well-log analysis on local compute. Answers in minutes, not a round-trip to headquarters.
Fig 1.2
Predictive maintenance
Vibration, thermal, and pressure data processed locally. Predict failures before they happen. Reduce unplanned downtime on rotating equipment.
Fig 1.3
HSE monitoring
PPE compliance, exclusion zones, and leak detection via computer vision. Processed locally. No raw video leaves the facility.
Fig 1.4
Pipeline flow analysis
Flow assurance, leak detection, and corrosion prediction. Process SCADA telemetry locally. Alert before pressure drops become ruptures.
[ Day One ]
What changes when models run local.
Fig 2.1
Send decisions, not data
Terabytes become summaries. Comms budget recovered.
Fig 2.2
Bigger models, same hardware
Memory tiering runs models larger than your GPU. No hardware swap.
Fig 2.3
Zero egress, full audit
Deploy inside the OT perimeter. No vendor ingress to justify.
[ Forward-Deployed ]
Site survey. Install. Validate.
Our engineers audit your hardware, install against your sensors and SCADA, benchmark, and hand over.
Fig 3.1
Site survey
Audit compute, sensors, and SCADA integration. Deployment plan signed off before install.
Fig 3.2
Install and benchmark
Runtime on your edge boxes. Throughput and latency measured on your sensors. Scorecard delivered.
Fig 3.3
Harden and hand over
OT integration, IdP, audit trails, runbooks. You own it. We stay on support.
Deploy on your assets.
Tell us your hardware and your models. We will show you what runs on site.