underground-utilities
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4M Analytics
4M Analytics is an AI-powered utility mapping company that compiles millions of scattered public utility records, satellite imagery, and legacy blueprints into a single continuously updated digital map of what lies above and below ground. Its Utility AI Platform gives civil engineers, contractors, and departments of transportation instant, verifiable subsurface data to plan safer, faster infrastructure projects and avoid costly excavation strikes.
CivilGrid
CivilGrid is a San Francisco construction-intelligence company that centralizes utility, environmental, geotechnical and land-rights data into a single collaborative platform - often called 'Google Maps for pre-construction.' Founded in 2021 by Wharton classmates Josh Mackanic and Brandon Cohen, it partners with utilities and agencies to pull current GIS datasets so engineers and construction teams can scope, plan and de-risk projects before anyone breaks ground, cutting pre-construction research time by up to 90%.