Solutions · Agriculture and food systems
Agricultural intelligence that reaches the farmer.
Advisory that arrives in the farmer's own language, field capture that works without signal, and a live map that a state agency can actually run operations from.
From satellite to extension officer.
Disease detection
Crop disease detection and treatment advisory.
Local language
Local language delivery to end users.
Command view
Real-time GIS agricultural command and decision support.
Field capture
Field capture with offline sync.
Spatial analysis
Satellite imagery and PostGIS spatial analysis.
Field records
Extension officer and field agent records.
Classification carries its confidence, advisory text is reviewed before it can reach a farmer and arrives in the language the farmer reads, and offline field capture syncs into a live GIS view the agency actually operates from.
Delivered in the local language, with confidence stated.
Deployed, and researched.
Agricultural intelligence platform
A real-time GIS agricultural intelligence platform for a state government client in Northern Nigeria. Crop disease detection and advisory delivered in the local language, on a SaaS commercial model.
MaizeGuardAI
CNN-based maize disease detection using TensorFlow and Keras, deployable at the edge via TFLite.
Advisory carries responsibility.
- Review
- Agronomist review on advisory paths before they reach a farmer.
- Confidence
- Confidence stated with every classification.
- Language
- Advisory delivered in the language the farmer reads, not the language the model was trained in.

