4M Analytics is a utility AI mapping company that builds the "Google Maps of underground infrastructure." Its platform compiles millions of scattered public utility records into a single, validated subsurface map, using an AI conflation engine, satellite imagery, computer-vision object detection, and geospatial experts to identify known and… - View it on GitHub