Six AI models continuously score your farm against six risks — crop failure, rain damage, market crash, storage spoilage, pest outbreak, water shortage. Each ring shows current risk + preventive actions in Telugu.
Ramesh Reddy · 2.5 ac · Madikonda · Warangal · paddy + turmeric
Hailstorm Thu 14:00. Your 12 q paddy on bund. Move to drying marketplace within 4 hours.
Groundwater dropped 8 m last 90 days. Switch to AWD irrigation now to save 22% water.
Mandi arrivals up 38% this week. Sell within 14 days or expect ₹120/q drop.
NDVI healthy (0.78). Yield projection 11% above 5-year mean. Stay course.
Moisture 12.4%. RH 62%. AI spoilage score 0.08. Safe for 9 months.
Brown plant-hopper rising in adjacent villages. Apply preventive spray within 5 days.
Six models run in parallel: Random Forest for crop failure (weather × variety × soil), Logistic + GraphCast for rain damage, XGBoost on mandi arrivals for market crash, LSTM on IoT moisture for storage spoilage, EfficientNet-V2 on phone photo + neighbour cluster for pest outbreak, and a Random Forest on CGWB aquifer + rainfall + draft for water shortage. Each model retrains weekly on accruing data.