Edge AI represents a revolutionary paradigm that shifts the traditional landscape of artificial intelligence. By deploying AI algorithms directly at the point-of-action, Edge AI enables real-time decision-making with minimal latency and reliance on centralized cloud. This decentralized approach delivers a myriad of benefits, including enhanced data