Edge AI represents a revolutionary paradigm that transforms the traditional landscape of artificial intelligence. By implementing AI algorithms directly at the point-of-action, Edge AI enables real-time analysis with minimal latency and reliance on centralized cloud. This localized approach offers a myriad of opportunities, including enhanced data