Edge AI represents a revolutionary paradigm that disrupts the traditional landscape of artificial intelligence. By deploying AI algorithms directly at the source, Edge AI enables real-time processing with minimal latency and reliance on centralized cloud. This decentralized approach offers a myriad of opportunities, including enhanced data security