Map with communities
Satellite imagery helps sketch where forests, farmland, and settlements are — then local partners correct and complete the picture. Ground truth stays with the community.
GeoAI as a support tool
We use geospatial AI — satellite imagery plus open mapping methods — as a practical support tool: to listen better, plan pilots more openly, and keep future monitoring honest. Communities lead; GeoAI assists.
Satellite imagery helps sketch where forests, farmland, and settlements are — then local partners correct and complete the picture. Ground truth stays with the community.
Maps and simple analyses are shared back in plain language so everyone can see what an early pilot concept covers — and what it does not claim yet.
As pilots take shape, GeoAI can help track change over time alongside community records — a support for future measurement, not a substitute for local verification.
Our methods are in development and shared openly as they take shape — including limits and uncertainties. Nothing here is presented as finished or verified.