The domain of Artificial Intelligence (AI) is rapidly evolving, with Edge AI emerging as a revolutionary force. This paradigm shift allows processing power to be distributed at the edge of the network, presenting unprecedented benefits. From smart devices to rapid data analysis, Edge AI is redefining various industries. Successfully implementing Ed