physical world AI infrastructure

AI agents are getting dramatically better at reasoning, planning, and taking actions in digital environments. However, when those same agents need to understand or act in the physical world — terrain, buildings, water features, land cover, or risk factors at a specific location — they often lack reliable, structured, and citable ground truth. Existing geospatial…