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