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Solutions · Computer vision
Production vision systems on the edge and in the cloud.
Quality inspection, safety monitoring, document capture, and shelf analytics. Models that run on the factory floor or the warehouse, not only in a research notebook.
When you need this
- You are catching defects too late in the process.
- You need safety observations at scale without extra headcount.
- Your inspection process depends on a few experienced people.
- Existing off-the-shelf vision products do not fit your workflow.
What we deliver
- Reference architecture for edge or cloud inference
- Labeled dataset protocol and annotation tooling
- Trained detection or classification models with evaluation
- Deployment on your hardware with monitoring
- Drift detection and retraining pipeline
Governance posture
Safe to deploy. Easy to audit.
Per-model bias testing, false-positive and false-negative tracking, operator override logs.
Related customer stories
How this looks in production.
Bring your use case to a working session.
30 minutes, no pitch. We scope whether computer vision fits, and if so, what the first phase looks like.