Every part, every shift, inspected
Defect and geometry control, marking checks and PPE safety — on edge devices with alerts to MES/SCADA.
- 100% of parts checked
- Alerts in real time
- Runs at the line
- Timeline: PoC 4–6 weeks · line rollout 2–3 months
Four parts of one result
- 01
Cameras & lighting
Optics and light chosen for your parts and line speed.
- 02
Models
Detection models trained on your own labelled images.
- 03
Edge deployment
Inference on an industrial box right next to the line.
- 04
MES/SCADA link
Rejects, alerts and shift statistics sent to your systems.
What the pilot targets
- of parts inspected
- 100%
- steady inspection quality
- 24/7
- weeks to a proof of concept (typical)
- 4–6
Ranges are typical pilot targets; your own numbers are measured during the pilot. Industry figures name their source.
Where it already works
Short answers
How much data do you need?
We start with what you have and collect more on the line during the PoC.
Where do the models run?
On an edge device next to the line; only statistics and alerts go to your servers.
What accuracy can we expect?
We agree target accuracy in the PoC on your real parts and show measured numbers before rollout.
Put eyes on every part
Send photos or a short video of your parts — we'll assess feasibility and propose a PoC.
Free estimate · NDA on request · Reply within 24 hours
- #01
Feasibility
We film your parts and confirm what is detectable.
- #02
Proof of concept
A model on real footage with agreed accuracy.
- #03
Line rollout
Edge box on the line, then more lines.