Bright key facts / Deployed
More time to decide when to plant.
India's Agriculture Ministry reported that a Kharif 2025 pilot sent local monsoon-onset forecasts by SMS to 38,845,214 farmers in 13 states, using a blend that included NeuralGCM, ECMWF AIFS, and 125 years of India Meteorological Department rainfall data.
- AI’s role
- AI weather models were combined with historical rainfall data to produce probabilistic local onset forecasts, then translated into SMS messages in five regional languages.
- Documented result
- The Ministry reported post-message telephone feedback surveys in Bihar and Madhya Pradesh in which 31–52% of farmers said they adjusted planting decisions, chiefly land preparation, sowing timing, crop choice, or input choice.
- Important limitation
- The reported decision changes are self-reported survey results from Bihar and Madhya Pradesh, not measured yield or income impacts.