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