AI-powered OCR for industrial contexts: PET-bottle date codes, aluminium-can lot numbers, laser-etched serial numbers on curved metal, watch dial markings. Deep-learning OCR like our Retina-Olive tool handles fonts, contrast, and surface irregularity that defeat rule-based readers. Trained per-customer to hit ≥99.99 % read rate on production lines.