Section / Roadmap

A practical path toward production geospatial AI workflows

Near-term engineering priorities for scaling the platform into a deployable geospatial decision system.

  • Integrate real satellite processing pipelines (Landsat/Sentinel) with `rasterio` and `xarray`.
  • Train supervised land-use models for your target regions with labelled polygons.
  • Extend nowcasting with operational forecasts, altimetry, CWC stations, and hydrologic telemetry.
  • Deploy a scenario simulator for adaptation planning and transport resilience investment.