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Industrial vision systems — Precision at every stage.

Smart QA/QC and inspection systems that enhance traceability, precision, and product quality. From a single inspection station to a full line of cameras feeding MES.

01 / overview

What industrial vision actually does.

Most plants don't need a research-grade vision system. They need a camera, a light, an algorithm that's right 99.9% of the time, and a reject mechanism wired into the line PLC. We build that — on commodity hardware where possible, with the smarts where they belong.

The wins are quiet: fewer customer returns, faster line speeds, batches that close cleanly because every unit was checked and recorded.

02 / capabilities

Inspection types we deliver.

Presence / absence

The bread and butter

Cap-on, label-on, seal-intact
Component placement on PCBA / assembly
Foreign-object detection

Dimensional / 2D & 3D

Measurement at line speed

Edge, diameter, height, distance
Profile scanning with laser or stereo
Sub-millimetre tolerances at >100 ppm

OCR & barcode

Catch the data, don't trust the print

OCR/OCV on date, lot, batch codes
1D/2D barcode read-and-grade
Print-quality grading (ANSI/ISO)

Surface & cosmetic

Where AI earns its keep

Scratch, dent, contamination
Colour and finish consistency
Deep-learning models where rules fall short

03 / process

From sample to running line.

Sample & lab test

You send representative product. We test fixturing, lighting, optics, and algorithm before quoting hardware.

Algorithm build

Vision job built and tuned to a reference set with positive, negative, and edge cases.

Pilot integration

Camera installed off-line or as a kick-out station. Tuned to plant lighting and product variability.

Line cutover

Wired to PLC reject and MES traceability. Operator screens, alarming, and tuning training handed over.

04 / results

What customers see.

0.1%

Typical false-reject rate at production speed

>200

PPM line speeds across recent installs

100%

Per-unit inspection record retained for traceability

05 / cases

Recent vision work.

Packaging

OCR & cap-inspection on a beverage canning line

Three-camera station verifies date code, fill level, and lid seam at 1,200 cans per minute. Reject grouped to a single divert station.

Industry: Beverage
Speed: 1,200 ppm

Pharma

3D dimensional check on injectable vials

Laser-profile inspection of stopper depth and crimp consistency. GAMP 5-aligned with full audit trail to MES.

Industry: Pharma
Tolerance: ±0.05 mm

06 / faq

Common questions.

Do we need to commit to a vendor?

No. We're vendor-agnostic — we'll spec what fits the inspection, the budget, and what your maintenance team is already supporting.

Can vision systems handle product variation?

Within reason. We test variability up front and tell you honestly when an inspection is too marginal to deploy. Better to know before the cameras are bought.

What about deep learning vs rules-based?

We use deep learning where rules genuinely fall short — surface defects, complex cosmetic checks. For dimensional and OCR work, rules are still faster, cheaper, and more explainable.

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