Quality Inspection AI
A camera watches each part as it runs, checks it against the standard, and flags scratches, missing components or wrong dimensions.
Why It Matters
A person can inspect closely for a while, then the pace and fatigue take over and the checks get lighter. The AI looks at every part the same way, at the speed the line runs, whether it is the first part of the morning or the last of a night shift.
When a customer questions a batch, you need more than a memory. Each inspection is logged with the image, the verdict and the reason, and written to your ERP or quality system. You can trace by batch, shift, line or product, and show an auditor exactly what was checked.
The AI is trained on your own good and bad samples, so it looks for the defects that matter to your product. It catches scratches, missing components, wrong dimensions and print errors on every part, at the speed the line runs.
For every part the AI gives a pass or fail and the reason behind it, so good and bad parts go the right way. The operator sees the verdict on screen, and borderline cases can be routed to a person for the judgement call.
Each inspection is saved with the image, the verdict and the reason, and written to your ERP or quality system. You can trace by batch, shift, line or product, spot a rising defect early, and show a customer or auditor exactly what was checked.
Marks, scratches, dents, stains and finish problems on the surface of the part.
A clip, screw, seal or label that is missing, in the wrong place, or the wrong part.
Parts that fall outside tolerance on size, shape or fit against your standard.
Wrong, smudged, missing or unreadable print, labels, codes and markings.
Parts put together in the wrong order, wrong orientation, or not fully seated.
Debris, spots or anything present that should not be there on a clean part.
A camera over the line or station takes an image of each part as it runs.
The AI checks the part against the standard it was trained on for your product.
It marks scratches, missing components, wrong dimensions or print errors.
It returns a pass or fail so good and bad parts go the right way.
The image, verdict and reason are written to your ERP or quality system.
Defects shipped to customers
Part checked, not a sample
Check across every shift
Traceability by batch and line
Root cause from logged results
Quality team, not replaced
We start with your own samples and defects, not a generic model, so it matches your product.
Results write straight to your ERP or quality system, so the record lives where you already work.
We set it to catch what matters without over-flagging good parts and slowing the line.
It works with a camera over the line or your inspection station, with little change to how you run.
The AI does the tiring looking. Your people keep the judgement calls and root-cause work.
It uses a camera to look at each part as it runs, compares it against the standard, and flags defects, scratches, missing components or wrong dimensions. It sorts pass from fail and logs every result, so the check is the same on the first part of the shift and the last.
No. It supports the team by handling the repetitive looking, catching more and tiring less. People still handle the judgement calls, the borderline cases and the root-cause work. The AI does the tiring part so the team can focus on the rest.
Every result is logged to your ERP or quality system, with the image, the verdict and the reason. That gives you traceability by batch, shift, line or product, and a record you can show a customer or auditor.
Accuracy depends on your parts, defects and camera setup. We start with your own samples, tune the model to your standard, and set the sensitivity so it catches what matters without over-flagging good parts. Any figures on this page are illustrative.
Usually not much. It works with a camera mounted over the line or the inspection station you already have. We fit the setup to how your line runs rather than asking you to rebuild it.
Surface defects and scratches, missing or wrong components, wrong dimensions, misprints and label errors, and assembly mistakes. We train it on the defects that matter to your product and your customers.
Related
The other services in this section, and related pages from TCB Infotech.
No commitment. A practical first look at inspection on your product.
