AutoWrap robotics: AI LED platform for automated vehicle treatment using humanoid robots

A robotic vehicle-treatment system includes a robotic platform configured to autonomously position within a constrained vehicle service environment. A sensing system having at least one camera and depth sensor generates a three-dimensional digital model of a vehicle region and surrounding operational space. An artificial-intelligence control system processes the digital model to determine adaptive control commands for robotic motion and tool interaction. A controller coupled to one or more robotic actuators executes the adaptive control commands to manipulate at least one vehicle component associated with a vehicle lighting system. The adaptive control commands dynamically adjust robotic posture, motion path, and operational parameters in response to sensed environmental conditions. The system enables autonomous removal, installation, alignment, restoration, or inspection of vehicle lighting components within interior or exterior vehicle regions under varying environmental conditions.