Photograph good parts
Seat about 20 good parts in the fixture, one at a time. No defect samples needed.
Pilot program · Austin, TX
Visual inspection for machine shops. Trained on your good parts.
The VZSOR Station is a bench camera, light box and fixture that checks every part for scratches, dents and missing features, and logs a photo of each one.
How it works
Three steps, on your bench.
01
02
Train on the station
The model learns what a good part looks like, on your network, with no cloud upload.
03
Inspect every part
Each part gets PASS or FAIL plus a heatmap of where it looks different. The inspector makes the final call.
Why VZSOR
Made for small shops, not production lines.
No defect library
The model is trained on good parts only. Rare defects you have never photographed can still stand out.
Built for shiny metal
A diffuse light box and a V-block fixture come with the station, so machined aluminum looks the same on every shot.
Stays in your shop
Runs on a computer on your network. No cloud account, no license files, no dongles.
A record for every part
Photo, heatmap, result, operator and lot for every part. Export to CSV for audits and customer questions.
Where we are
Early, and honest about it.
VZSOR is in its pilot phase. We do not publish accuracy numbers yet. In a pilot we measure escapes and false rejects on your own parts, against a test set we agree on before we start.
- Cosmetic and missing-feature checks on one part number
- Pass/fail record with image for every part
- Results reported as escapes and false rejects
- Not a dimensional gauge or a CMM replacement
- Not a replacement for your inspector
- No certification claims
Compare
How VZSOR compares.
Fact tables from public sources, with links. Each one also says where the other company is stronger.
Try it on your parts.
$3,500 pilot, one part number, station on loan. The fee is credited toward a station if you buy within 30 days.