From sampling to 100% inspection
Manual inspection checks a sample and depends on a tired operator at the end of a shift. AI vision checks every part, every time, at line speed, and records the result. The payback comes from less scrap, fewer customer complaints and fewer people tied up in repetitive checks.
High-value applications
- Tube mills — weld-seam inspection, surface defects, OD/wall, OCR of marks
- Rebar mills — bar and bundle counting, rib geometry, cut length
- Jewellery — gemstone and surface inspection, counting, finish checks
- General — surface defects, gauging, presence/absence, assembly, label OCR, colour sorting
Signs your line is a good fit
Defects are visible on camera; parts arrive in a reasonably repeatable position; a missed defect is costly; and the current manual check is slow or inconsistent. If most of these are true, a feasibility study is worthwhile.
Start small, prove it, then scale
Share images of good and bad parts. A feasibility assessment shows what can be detected. A proof-of-concept on the line proves accuracy. Only then does it make sense to deploy and integrate with your systems.