The default method of generating HD Vector Maps often consists of first acquiring geospatial imagery, and then having manual image analysts annotate the imagery. This is costly, time consuming, and does not scale. Ecopia leverages AI to dramatically reduce human effort in this process. Ecopia offers the ability to generate and maintain millions km2 of HD Vector Maps for any area on the earth, all with the quality of a trained GIS professional. Ecopia is able to leverage a global network of imagery provider partners to source the most recent high-resolution imagery for any area, and can also alternatively ingest customer-provided imagery.