Introduction The embroidery world is undergoing a major shift, thanks to Artificial Intelligence (AI). What was once a time-consuming and manual craft has evolved into a precision-driven, efficient, and scalable process. This transformation has led to the emergence of AI-powered digitizing services, offering unmatched quality and speed. In this