Edge AI represents a revolutionary paradigm that disrupts 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 servers. This localized approach offers a myriad of benefits, including optimized data