Micro, Small, and Medium Enterprises (UMKM) are crucial to the economic growth of many nations. In today's dynamic business landscape, embracing digital transformation is critical for UMKM to remain successful. Artificial Intelligence (AI) is emerging as a powerful tool that can substantially empower UMKM by streamlining tasks, augmenting decision-

Small and medium-sized enterprises (UMKMs) are the backbone of many economies. To prosper in today's competitive landscape, they need to embrace digital transformation. By leveraging technology, UMKM can enhance their operational efficiency, reach new markets, and attract more customers. Digital tools such as e-commerce platforms, social media mark