The product combines network communication, IoT technology, and AI to use human skeletal data, focusing on key points and connections while removing facial recognition information, effectively protecting the privacy of monitored individuals. At the same time, the AI continuously analyzes high-risk situations (such as falls, prolonged lying on the ground, abnormal indoor or outdoor stay duration, and unusual behaviors) and monitors them, issuing alerts and assistance promptly to reduce mortality rates.