Edge AI, an emerging technology, is bringing computation closer to data sources. It signifies processing information locally on devices such as smartphones and sensors, rather than relying on centralized cloud servers. This shift presents a range of opportunities, including reduced latency. Additionally, Edge AI enables applications demanding rea