An intelligent robotic system is an integrated solution combining mechanical hardware, precision sensors, embedded control units and artificial intelligence algorithms, widely deployed across rehabilitation, industrial manufacturing and mobility assistance fields. Unlike conventional automated equipment with fixed execution logic, it can perceive environmental changes and user motion signals in real time, independently analyze operating states and dynamically adjust working parameters to complete complex tasks with high adaptability. In rehabilitation scenarios, this system empowers wearable exoskeletons to identify human movement intentions, guide patients through standardized gait training, record rehabilitation indicators and generate customized recovery plans. In industrial settings, it optimizes power output to reduce workers’ physical load during repetitive lifting and long-duration operations, effectively preventing occupational injuries. Equipped with multi-layer safety mechanisms including emergency stop, overload protection and collision avoidance early warning, the system guarantees stable and secure operation under various working conditions. Supported by big data analysis and remote monitoring functions, technicians can monitor equipment status and user data remotely to carry out timely maintenance and scheme optimization. Continuously upgraded through algorithm iteration, intelligent robotic systems deliver higher efficiency, safety and flexibility, becoming core infrastructure to boost industrial productivity and improve medical rehabilitation outcomes.