What makes this sector different
- IEC 62443
- ISO 9001
- OPC UA
- ISO 27001
The factory floor is a hostile environment for software: intermittent connectivity, decade-old PLCs, hardware that cannot be updated during a shift, and a cost of downtime measured per minute.
We build systems that degrade gracefully — inference at the edge, central orchestration for the model lifecycle, and integration with the OT stack that already exists.
Edge under constraint
Real-time inference on commodity hardware with no reliable uplink.
OT/IT convergence
Connecting shop-floor systems without opening a route into the plant network.
Model drift across sites
The same defect looks different under different lighting in different plants.
Downtime intolerance
Deployments that cannot interrupt a production run.
A short conversation with an engineer, not a sales qualification call. If we're the wrong people for it, we'll say so and point you somewhere better.