AI in Quality Control: How to Evaluate an Inspection Pilot
AI in quality control usually means using a model to help inspect products or process signals: classify a known defect, flag an unusual image, read a measurement, or prioritize an item for a human inspector. It does not make the acceptance rule self-validating. A system can look accurate in a vendor demo and still miss a rare defect, over-flag normal variation, or fail when lighting, product mix, camera position, or line speed changes. ...