The rise of Edge AI signifies a profound shift away from centralized analysis models. Instead of relying solely on distant cloud servers, Perimeter AI brings intelligence closer to the point of data – whether that's a surveillance camera, a industrial robot, or a autonomous vehicle. This decentralized strategy minimizes lag, enhances confidential