# 4M Analytics

> 4M Analytics builds the "Google Maps of underground infrastructure" — a utility AI mapping platform that compiles millions of scattered public utility records into a single, validated subsurface map. An AI conflation engine, satellite imagery, computer-vision object detection, and geospatial experts identify known and unknown underground utilities so infrastructure teams can research utilities faster, cut excavation risk, and avoid conflicts during planning, pre-construction, and design. Founded 2019 (Austin, TX and Tel Aviv); backed by Insight Partners. This llms.txt is generated by the API Evangelist enrichment pipeline from the public 4M surface — 4M publishes no first-party llms.txt.

## APIs

- [4M WFS API](https://help.4manalytics.com/en/collections/3720127-api-and-integrations): OGC Web Feature Service that streams 4M's validated subsurface utility data (line and point features) in real time into GIS clients such as ArcGIS and QGIS. Authenticated with an admin-provisioned API key generated inside the 4Map application; endpoint URL is provisioned per organization. No OpenAPI is published.

## Docs

- [API and Integrations (4M University)](https://help.4manalytics.com/en/collections/3720127-api-and-integrations): help-center collection covering the WFS API and GIS/CAD integrations.
- [Generate your WFS API Key and connect to your GIS platform](https://help.4manalytics.com/en/articles/11670237-how-to-generate-your-wfs-api-key-and-connect-to-your-gis-platform): getting-started guide for key generation and GIS connection.
- [Help Center](https://help.4manalytics.com/en/): 4M University support and how-to articles.
- [Product](https://www.4manalytics.com/product): utility AI platform overview, features, and export formats (PDF, SHP, KML, GPKG, DWG, DXF, DGN).

## Artifacts

- [Authentication profile](authentication/4m-analytics-authentication.yml): API-key auth model for the WFS API (searched from docs).
- [Conformance](conformance/4m-analytics-conformance.yml): OGC WFS and GIS/CAD interchange-format conformance.
- [Domain security](security/4m-analytics-domain-security.yml): probed TLS/HSTS/DNSSEC/CAA/SPF/DMARC posture.
- [Well-known probe index](well-known/4m-analytics-well-known.yml): results of probing the /.well-known/ discovery surface.

## Links

- [Website](https://www.4manalytics.com/)
- [Blog](https://www.4manalytics.com/blog)
- [Sign in / Sign up (4Map)](https://4map.4manalytics.com/signin)
- [Terms of Use](https://www.4manalytics.com/terms-of-use)
- [Privacy Policy](https://www.4manalytics.com/privacy-policy)
- [LinkedIn](https://www.linkedin.com/company/4m-analytics/)