Boundary polygons for analytics and BI maps

The problem

• Finding a GeoJSON of “all districts of Kenya” means hunting through repos of unknown age.
• Full-resolution polygons make dashboards crawl.
• Names don't join; ids do.

With Geocode AI

1. Get the polygons

   List the children of a country or region and fetch each at low detail for maps.

2. Roll up events

   Reverse-geocode event coordinates to the boundary ids you report on.

3. Draw

   Load the GeoJSON into your BI tool, notebook or deck.