The dynamic landscape of micro, small, and medium enterprises (UMKMs) is experiencing a profound transformation fueled by the emergence of artificial intelligence (AI). Integrating AI presents a unique opportunity for UMKMs to amplify their operations, harnessing its capabilities to achieve sustainable growth and competitiveness. From automating ro