An autonomous, GPS-free material transport system developed for use in hazardous environments, particularly within the nuclear industry. It integrates a vehicle-agnostic hardware and software autonomy stack with a sophisticated multisensor fusion system that combines LiDAR, cameras, and inertial sensors. This fusion enables robust localization, detailed 3D mapping, and real-time mission planning, allowing the system to navigate without reliance on GPS or extensive infrastructure modifications.