Modern manufacturing relies on accurate part identification and traceability, yet manual reading and logging of part labels or QR/2D codes often leads to mis-reads, skipped scans, and data gaps — resulting in line stoppages, rework, and traceability failures. Our Intelligent OCR-Based Smart Rack solves this problem with an integrated camera-vision system that automatically reads labels, OCR text, 2D/QR codes, and barcodes as parts are placed in the rack. The system verifies correct part loading sequence, flags missing or wrongly placed components, and updates the traceability system in real time. With automated data capture, operator error elimination, and seamless MES/PLC connectivity, this smart rack ensures guaranteed logging accuracy, compliance, and error-proof part movement across the production floor.