Telangana Heavy Rainfall
24h
87%
Forecast intelligence for a changing atmosphere.
BharatCast evaluates multiple forecast sources and dynamically combines them according to location, weather regime, lead time and recent model skill.
Forecast sources
5 ingested
Skill engine
90-day window
Context engine
Region · regime · lead
Adaptive blending
Weights recomputed
Validated forecast
vs observations
0
0
0.0M
0%
0.0%
Sample values from the deterministic demo dataset.
Forecast intelligence layer
Click a state to move the entire application context.
Light (mm)ModerateIntense
What the system sees
Active forecast context.
Telangana
Southwest Monsoon
Heavy rainfall
24 hours
Rainfall
87%
Low disagreementHigh disagreement
Spread index 38moderate divergence
Why the blend changed
Adaptive weighting, explained.
- AI Forecast Proxy performance improved
- Recent skill up 2.2%
Weight increased
6% 8%
Derived from contextual skill for Telangana, heavy rainfall, 24h.
Rainfall
42mm
34–51 mm
87%
+12.4%
+16.8%
Source spread
Individual source forecasts at +24h.
- BharatFS31.2 mm
- NCUM40.7 mm
- GFS32 mm
- GEFS44.3 mm
- AI Forecast Proxy50.3 mm
Five sources disagree — the blend resolves them using contextual skill.
System status
Demo statuses.
- Forecast pipelineOperational
- IngestionHealthy
- Skill engineHealthy
- Blend engineHealthy
- ValidationHealthy
Recent forecast events
Prototype case studies from the demo dataset.