Access Vuli AI
Plot-level, crop health records from active smallholder farms across Kenya built for agricultural risk modelling, insurance product design, food security analysis, and value chain decision support.
THE DATASET
What the Dataset Offers
The Vuli AI dataset captures verified crop health conditions at field boundary level across thousands of farm visits per season. Each record links an independently verified observation to a precise GPS location, a crop type, and a standardized stress classification.
The result is a spatially query-able, longitudinal view of crop conditions granular enough for plot-level risk assessment, broad enough for regional trend analysis, and updated continuously across multiple seasons.
Crop health
Geolocated
Standard stress classification
Continuously updated