The Pudu D7 Robot employs a multi-layered intelligence system that combines data-driven embodied intelligence with advanced AI model strategies. This system allows the robot to manage both abstract, strategic tasks and real-time, sensory-based actions, enabling it to adapt to complex service scenarios.