USE CASE / QUALITY CONTROL

Inspect to one standard,
every shift.

A defect caught at the source costs cents. The same defect caught by a customer costs hundreds — plus reputation. But manual QC is inconsistent: tired eyes miss things, different inspectors apply different thresholds, and the criteria live in someone's head.

Quality drift happens slowly and invisibly. Inspector A passes a unit that inspector B would reject. The threshold that was right on day one slips by week twelve. The criteria that the QC lead carries in their head doesn't transfer cleanly to a new hire, or to a second plant, or to a third shift.

We capture your QC criteria — colour reading, surface-defect catalogue, threshold values, the judgement calls of your most consistent inspector — and embed it into an expert advisor that sees what your inspector sees and flags discrepancies in real time. Consistent across shifts, across plants, calibrated to your standard.

  • Surface inspectionPaint, coatings, automotive and aerospace finish.
  • Food productionPlating, visual defects, fill consistency.
  • PharmaVial fill, labeling, batch traceability.
  • ElectronicsPCB visual inspection, solder joints.

Your inspection standard isn't a memo and isn't a person. It's a discipline that travels with the work.