A web app that shows every downloaded satellite image of the sugarcane fields we monitor, so non-technical colleagues can scroll through them and see whether a change is cloud, crop or harvest.
A set of small browser tools around the SmartCane pipeline: checking input data, viewing and editing GeoJSON, ODK and field polygons, and a map of sugar mills in East and Southern Africa.
A chatbot on Signal, running on a self-hosted LLM, so farmers can ask about their own fields whenever they want. In development.
How we detect from satellite imagery that a smallholder sugarcane field has been harvested, and predict which fields are ready next.
Aug 20, 2026