Cloud AI
Fleet learning, dashboards, and models that improve across sites. Use it when machines can talk home and you want one picture of quality, faults, and use.
Where it runs
Cloud when you need the fleet. Edge when the line cannot wait.
Edge AI
Inference on the device or the cell — industry floors and consumer products that must decide with weak or no network. Low latency, data stays on the unit when it should.
What we build
AI on the floor, on the bench, and in the product
Industrial fault finding
AI that reads sensors, logs, and operator notes to locate a fault faster than a binder of error codes.
Quality checks
In-line and end-of-line checks that flag drift and rejects before a batch leaves the cell.
Visual inspection
Camera-based AI for surface defects, assembly errors, and missing parts — on the line or at goods-in.
Talk to the machine
Operators ask and command in natural language. The system maps that to the machine’s real controls and status — not a chat window that ignores the plant.
Industry
Cells, yards, and plants: fault finding, inspection, and language on the equipment people already run.
Consumer products
Edge AI inside a finished device — diagnostics, guidance, and control that ship with the product.