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TCB Infotech | Expert Odoo & ERPNext Implementation Partner

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Quality Inspection AI

AI That Catches the Defects Tired Eyes Miss, at Line Speed

A camera watches each part as it runs, checks it against the standard, and flags 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.

50+ ERP and software projects. Zero failed projects since 2021.

Inspection
AI
FAIL
SurfaceScratch found
DimensionsWithin tolerance
ComponentsAll present
Illustrative sample. Result logged to your ERP or quality system.
100%
Parts checked, not a sample
Every
Result logged for traceability
Line
Speed, no slowdown
Same
Check on the first part and the last
Why It Matters

Manual visual checks drift as the shift goes on

Eyes tire, attention slips, and a fast line means only a sample gets a close look. The defects that slip through reach the customer. AI keeps the check steady.

Consistent at Line Speed

The same check on every part, all shift long

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.

  • Every part checked, not a sample.
  • No drift as the shift wears on.
  • The standard applied the same way each time.
Camera-based inspection on a production line
A Record for Every Part

Every result logged, so you can prove quality

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.

  • Image, verdict and reason saved per part.
  • Traceable by batch, shift, line or product.
  • A record you can show a customer or auditor.
Inspection results logged for traceability
How a Check Reads

One part, one verdict, one clear reason

For every part, the AI returns a pass or fail and the reason behind it, in a form the operator and your quality system both understand.

Surface finishNo scratch or mark
DimensionsWithin tolerance
ComponentsOne clip missing
Label and printCorrect and readable

Illustrative example. The checks and tolerances are set to your product and your standard.

How It Works

From camera to logged result in one pass

1
Capture
A camera over the line or station takes an image of each part as it runs.
2
Compare
The AI checks the part against the standard it was trained on for your product.
3
Flag
It marks scratches, missing components, wrong dimensions or print errors.
4
Sort
It returns a pass or fail so good and bad parts go the right way.
5
Log
The image, verdict and reason are written to your ERP or quality system.
What It Inspects

The defects that reach the customer

We train the AI on the defects that matter to your product, so it catches the ones your customers would notice.

🔍

Surface defects and scratches

Marks, scratches, dents, stains and finish problems on the surface of the part.

🧩

Missing or wrong components

A clip, screw, seal or label that is missing, in the wrong place, or the wrong part.

📏

Wrong dimensions

Parts that fall outside tolerance on size, shape or fit against your standard.

🏷

Misprints and label errors

Wrong, smudged, missing or unreadable print, labels, codes and markings.

🔨

Assembly mistakes

Parts put together in the wrong order, wrong orientation, or not fully seated.

🌐

Contamination and foreign objects

Debris, spots or anything present that should not be there on a clean part.

What It Changes

What a steady inspection check gives you

Fewer
Defects shipped to customers
Every
Part checked, not a sample
Steady
Check across every shift
Full
Traceability by batch and line
Faster
Root cause from logged results
Supported
Quality team, not replaced
Why Us

Why manufacturers choose TCB Infotech

1
Trained on your parts
We start with your own samples and defects, not a generic model, so it matches your product.
2
Logs to your systems
Results write straight to your ERP or quality system, so the record lives where you already work.
3
Tuned sensitivity
We set it to catch what matters without over-flagging good parts and slowing the line.
4
Fits your line
It works with a camera over the line or your inspection station, with little change to how you run.
5
Team supported
The AI does the tiring looking. Your people keep the judgement calls and root-cause work.
6
Proven delivery
50+ projects across industries, with zero failed projects since 2021.
FAQ

Quality inspection AI questions

What does quality inspection AI do?
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.
Does it replace our quality team?
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.
Where do the inspection results go?
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.
How accurate is it?
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.
Do we need to change our line to use it?
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.
What kinds of defects can it catch?
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.

See It Run on Your Parts

Book a free consultation. Bring a few good and bad samples, and we will show you what an AI inspection check would catch on your line and how it would log to your systems.

Book a Free Consultation →

No commitment. A practical first look at inspection on your product.