AI-based visual inspection of metal parts at production cadence: forged components, machined surfaces, polished and anodised aluminium, surgical-grade stainless steel. Combines a Sony GigE-Vision camera, structured or polarised lighting, and a Retina A.I. defect-classification or anomaly-detection model on an IVC-7 RTX-Pro GPU industrial PC.