•Public Record Conflation: Consolidates millions of scattered GIS records, permits, and satellite images into a single map.
•AI On-Surface Object Detection: Detects utility manholes, hydrants, and poles with 95% accuracy from visual imagery.
•Automated Conflict Risk Assessment: Identifies utility crossing conflicts and calculates relocation cost risks for pre-construction planning.