# AI4Startups (AI4SU)

> Enabling African startups to build scalable, responsible AI solutions

## API
- Agent Capabilities: http://ai4su.digital-africa.co/.well-known/agent-capabilities.json
- Models API: http://ai4su.digital-africa.co/api/models
- Hackathons API: http://ai4su.digital-africa.co/api/hackathons

## Models (24)
- AgriYield Predictor: ML model predicting crop yields from weather and soil data. (Kenya, Crop Science)
- CassavaBlight Detector: Computer vision model detecting cassava mosaic and brown streak disease from leaf photos. (Nigeria, Crop Science)
- HarvestCredit Scorer: Alternative credit scoring using farm productivity and mobile money patterns. (Ghana, Agri-Finance)
- TeaLeaf Optimizer: Precision harvesting model for tea plantations using weather and growth patterns. (Rwanda, Crop Science)
- SahelWater Monitor: IoT-driven soil moisture and groundwater prediction for Sahel irrigation. (Senegal, Precision Farming)
- FarmRoute Optimizer: Last-mile logistics optimization for perishable farm produce delivery. (Nigeria, Supply Chain)
- CropDoc Vision: Computer vision for plant disease detection across African crop varieties. (Kenya, Crop Science)
- CropInsure Risk: Parametric crop insurance risk assessment using satellite and weather data. (Ghana, Agri-Finance)
- AgriPrice Forecast: Market price prediction for agricultural commodities in West African markets. (Nigeria, Agri-Finance)
- FarmerCredit Score: Digital credit scoring for Rwandan farmers using cooperative transaction data. (Rwanda, Agri-Finance)
- SoilSense Advisor: Soil health analysis and fertilizer recommendation from sensor data. (Kenya, Precision Farming)
- SolarIrrigation Predict: Solar pump output forecasting for off-grid irrigation systems. (Senegal, Precision Farming)
- IrrigationFlow AI: Smart irrigation scheduling for Nile Delta canal systems. (Egypt, Precision Farming)
- AgriGuard FraudShield: Fraud detection for agricultural input subsidies and mobile lending. (Egypt, Agri-Finance)
- CattleHealth Monitor: Wearable sensor analytics for early cattle disease detection. (Rwanda, Livestock)
- LivestockHealth Vision: Computer vision for livestock disease detection in pastoral herds. (Senegal, Livestock)
- GrainMarket Connect: Supply-demand matching platform for grain trading across Southern Africa. (South Africa, Supply Chain)
- WineFrost Predictor: Frost early warning system for Western Cape vineyards and fruit orchards. (South Africa, Climate Resilience)
- OliveYield Forecast: Olive tree yield prediction using climate and phenological data. (Morocco, Crop Science)
- AgriRemit Predictor: Predicting agricultural input purchase timing from diaspora remittance flows. (Morocco, Supply Chain)
- NileDrought Warning: Early warning system for agricultural drought in the Nile Basin. (Egypt, Climate Resilience)
- LocustSwarm Alert: Desert locust swarm trajectory prediction and early alert system. (Morocco, Climate Resilience)
- PoultryHealth Screener: Automated poultry flock health screening from audio and image analysis. (South Africa, Livestock)
- MarketConnect Match: Connecting smallholder farmers to buyers based on produce and location. (Ghana, Supply Chain)

## Hackathons (8)
- Nairobi AgriTech Hackathon (2025-03-15, Kenya) - 85 participants, 3 models
- Lagos FoodSystems Hackathon (2025-05-10, Nigeria) - 120 participants, 3 models
- Accra AgriFinance Hackathon (2025-07-20, Ghana) - 70 participants, 3 models
- Cairo Nile AgriTech Challenge (2025-08-16, Egypt) - 90 participants, 3 models
- Dakar Sahel AgriHack (2025-09-05, Senegal) - 65 participants, 3 models
- Kigali AgriLivestock Summit (2025-10-18, Rwanda) - 55 participants, 3 models
- Johannesburg AgriAI Summit (2025-11-22, South Africa) - 150 participants, 3 models
- Casablanca MedAgri Hackathon (2025-12-06, Morocco) - 75 participants, 3 models

## Sectors
Crop Science, Agri-Finance, Precision Farming, Supply Chain, Livestock, Climate Resilience

## Countries
Kenya, Nigeria, Ghana, Rwanda, Senegal, Egypt, South Africa, Morocco