The rise of Edge AI signifies a profound shift away from centralized processing models. Instead of relying solely on distant cloud servers, Boundary AI brings cognition closer to the point of data – whether that's a security camera, a manufacturing robot, or a autonomous vehicle. This decentralized strategy minimizes lag, enhances security, and r