Our demonstration will present a Boston Dynamics Spot robot controlled by AutoInspect, our framework for long-term, large-scale autonomous inspection. The system is capable of 3D mapping and autonomous navigation, and serves as a platform deploying AI mission planning algorithms and spatial machine learning for 3D data including semantic labelling and neural radiance field reconstructions.