Edge AI embodies a revolutionary paradigm that transforms the traditional landscape of artificial intelligence. By deploying AI algorithms directly at the point-of-action, Edge AI enables real-time processing with minimal latency and reliance on centralized systems. This distributed approach delivers a myriad of advantages, including improved data