Introduction Embroidery digitizing has long been a bridge between creative design and machine execution. As businesses, artists, and creators push for faster and more intricate embroidery solutions, the role of artificial intelligence (AI) is stepping into the spotlight. From streamlining complex workflows to enhancing the creative process, AI is