ZONE_INTRUSION · 01/06
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Quality Control
AI Quality Control & Surface Defect Detection
Final-product inspection
Quality Control inspects the finished product at the end of the line with cameras. Label, surface, assembly and packaging checks come together on the operator screen; every decision is logged.
This line is final-product inspection — not a production-planning or process-optimization tool.
COVERAGE
Label and plate checks
Product labels, serial numbers and plate fields are verified; missing or wrong labels leave the line.
Surface and assembly inspection
Surface scratches, missing parts and assembly faults are flagged from camera.
Packaging integrity
Pre-shipment packaging and accessory checks; results land in a PDF report.
VIN / serial reading
Chassis and serial numbers are read and matched to the order record.
WHO IT IS FOR — Quality managers and production engineering — the team that will not let a defective unit reach the customer.
FROM THE FIELD
FläktGroup
OPERATIONAL CONTEXT
In air-handling-unit production, every unit passes a multi-point check before shipment.
PROBLEM
Checklists were processed by hand; missed items turned into cost after shipment.
DEPLOYMENT APPROACH
A multi-camera inspection station was installed at the end of the line; check items were defined as rules.
OUTCOME
Every unit gets a pass/fail state and a photo-backed PDF report; gaps are caught before shipment.
RUNNING TODAY
Running today: serial matching, label and assembly checks live on the line.
RELATED RULES FROM THE LIBRARY
FULL LIBRARY →PLATFORM CAPABILITIES — RUN IN EVERY LINE
SEE ON PLATFORM →DON'T SEE YOUR NEED?
Dijital Atölye listens to the problem in the field, prototypes, validates and productizes. Some of the products running in the field today were born on this line.
Bring the problem, let's talk prototype →