The ATPL-Perfect vision system, Powered by ML algorithms, excels in capturing engraved characters on multiple components and tracking products through to the finished goods stage. This system aids in detecting damages in parts by meticulously recording data, model evolution, algorithmic decisions, and component quality. This ensures accountability, identifies sources of errors or biases, validates results, and facilitates compliance with regulations and standards.Computer vision system for traceability by capturing characters engraved in components and damage identification in that, helps manufacturers can improve quality control, streamline production processes, and ensure the integrity of their products.