Edge AI is rapidly gaining traction the landscape of artificial intelligence. By processing data at the edge, it offers a compelling alternative to traditional cloud-based AI. This shift empowers applications with rapid insights and decision-making capabilities, eliminating latency and reliance on network connectivity. Edge AI unlocks a wealth of