The rise of Edge 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 source of data – whether that's a surveillance camera, a factory robot, or a self-driving vehicle. This decentralized methodology minimizes delay, enhances privacy, and