The rise of Edge AI signifies a profound shift away from centralized analysis models. Instead of relying solely on distant cloud servers, Boundary AI brings intelligence closer to the source of data – whether that's a surveillance camera, a industrial robot, or a self-driving vehicle. This decentralized approach minimizes lag, enhances security,