The dynamic landscape of micro, small, and medium enterprises (UMKMs) is experiencing a profound transformation fueled by the emergence of artificial intelligence (AI). Embracing AI presents a unique opportunity for UMKMs to boost their operations, unlocking its capabilities to achieve sustainable growth and market advantage. From streamlining rout