The rise of Edge AI signifies a profound shift away from centralized processing models. Instead of relying solely on distant cloud servers, Edge AI brings intelligence closer to the origin of data – whether that's a surveillance camera, a manufacturing robot, or a driverless vehicle. This decentralized strategy minimizes latency, enhances confide