Category
AI GIS software: what they are and who makes them
cloud map and analysis workspaces, established gis suites, spatial data engineering and processing, map apis and imagery sources: Felt, Wherobots, ArcGIS Online through QGIS.
Types of AI GIS software
Cloud map and analysis workspaces
Felt and CARTO let a team connect data, ask questions in plain language and publish a live map. Felt prints its tiers, while CARTO runs on top of your own warehouse. They suit analysts who want results without installing desktop software.
Established GIS suites
ArcGIS Online and Disy Cadenza serve organizations with long-running GIS programs, field staff and public-sector data duties. Both sell by license or quote, and AI arrives as assistants inside existing apps instead of a separate product. Both suit buyers who already have staff trained on that vendor.
Spatial data engineering and processing
Wherobots and FME sit where location data is moved, cleaned and queried at volume. One is a spatial SQL engine with an MCP server, the other a no-code integration tool, so they fit data teams more than cartographers, and both treat AI as a way to automate pipelines.
Map APIs and imagery sources
Mapbox and MapTiler sell tiles, geocoding and routing to developers, UP42 sells satellite and aerial imagery by the credit, and Picterra turns imagery into detections. These products supply data or components rather than a full GIS. A buyer usually pairs one of them with a separate analysis tool.
Facts at a glance
| Tool | Publisher | Based in | Access |
|---|---|---|---|
| Felt | Felt Maps, Inc. | United States | Free tier + API |
| Wherobots | Wherobots Inc. | United States | Trial + API |
| ArcGIS Online | Esri | United States | Trial + API |
| FME | Safe Software | Canada | Paid + API |
| CARTO | CartoDB Inc. | United States | Trial + API |
| Mapbox | Mapbox, Inc. | United States | Free tier + API |
| MapTiler | MapTiler AG | Switzerland | Free tier + API |
| UP42 | UP42 GmbH | Germany | Paid + API |
| Picterra | Picterra | Switzerland | Paid |
| Disy Cadenza | Disy Informationssysteme GmbH | Germany | Paid |
| QGIS | QGIS.org project, developed by volunteers and contributing organizations (as stated on the download page) | Not stated on the vendor pages | Free tier |
