The inspection process ensures the completeness and correct positioning of text characters on products. Previously, this task relied on manual inspection, which was time-consuming and prone to inconsistencies. By implementing a Machine Vision system, process time has been significantly reduced, and inspection performance has been greatly enhanced. The system provides faster, more accurate, and reliable results, ensuring consistent quality and efficiency in production