These applications interpret published Vārāhī evidence. They do not claim a validated operational service. Independent replication has not yet been established.
Banking
- Crop-credit risk windows where rainfall and agricultural cases exist
- Geographical exposure using studied India records (Kerala, Odisha, Rajasthan, India-wide kharif rice)
- Seasonal timing from historical replay — not a live credit score
- Portfolio monitoring of phenomena with published evidence classes
Insurance
- Weather-linked exposure where historical patterns have been studied
- Claims-timing context from seasonal windows, not loss prediction
- Geographic risk only for geographies that appear in the public evidence set
Government / disaster management
- Preparedness windows from Kerala monsoon replay and frozen 2026 experiment
- Rainfall monitoring context where IMD comparison series exist
- Geographical prioritisation only where studied records exist
Railways / infrastructure
- Operational planning against seasonal windows, not day-exact disruption forecasts
- Weather-linked exposure where hydrology or monsoon evidence exists
- Geographical readiness limited to studied coverage
PROVE IT. Inspect the evidence → · Living Earth →