Edge AI embodies a revolutionary paradigm that disrupts the traditional landscape of artificial intelligence. By deploying AI algorithms directly at the source, Edge AI powers real-time decision-making with minimal latency and reliance on centralized servers. This decentralized approach delivers a myriad of benefits, including improved data privacy