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