Computer Vision for Defence & Aerospace

Vision models fail on lighting, not on architecture. We collect from your actual line, in your actual conditions, because a model trained on clean images will not survive a real shift.

In defence & aerospace, systems must run fully air-gapped, on open weights, with no external dependency whatsoever. That single fact reshapes how computer vision has to be built here, the guardrails, the approval points and the evidence trail are design inputs rather than things bolted on before go-live.

The workload we are most often asked to take on first is imagery analysis, usually integrated against sensor systems. Integration comes before intelligence. A model that cannot reach your systems of record is a demo with good manners.

Multi-model by default, so a provider outage is a routing decision rather than an incident. Six weeks to something running in production, not six quarters to a strategy document.