* Vision & on-device AI
- Inspection
- Safety
- Edge models
The hard end of applied AI. Visual inspection, safety monitoring and models small enough to run on the device, offline and in real time. We handle the data, the training, the optimisation and the hardware constraints.
What we build
- 01
Visual inspection
Defect and anomaly detection on production lines and in the field, trained on your own images.
- 02
Safety & monitoring
Real-time detection from existing cameras, with alerts people can act on and privacy designed in.
- 03
Edge & on-device models
Models compressed and tuned to run on phones, embedded boards and machines, without a network.
Built in, every time
- ✓Accuracy reported on your own data
- ✓Latency and power budgets met on the target device
- ✓Works offline
- ✓A retraining loop for new cases
How it runs
- 01
Discover
Two weeks, fixed scope. We map the use case, test the riskiest assumption on your data, and hand you a plan and a fixed quote.
- 02
Build
Fixed-price milestones. A production system with evals, monitoring and documentation, shipped in weeks, not quarters.
- 03
Operate
We stay to run it: monitoring, evals, model upgrades and incident response. Or we hand it over cleanly.