The dynamic landscape of micro, small, and medium enterprises (UMKMs) is experiencing a profound transformation fueled by the emergence of artificial intelligence (AI). Adopting AI presents a unique opportunity for UMKMs to amplify their operations, leveraging its capabilities to achieve sustainable growth and success. From optimizing routine tasks