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