The rise of Boundary AI signifies a profound shift away from centralized computation models. Instead of relying solely on distant cloud servers, Perimeter AI brings intelligence closer to the origin of data – whether that's a monitoring camera, a manufacturing robot, or a self-driving vehicle. This decentralized methodology minimizes delay, enhan