TOVQI

Atmospheric Intelligence

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Pollutants Tracked
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Days Analyzed
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-Hour
Forecasts
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AI Agents

Satellite Intelligence

6 pollutants extracted from Sentinel-5P TROPOMI, MERRA-2 reanalysis, and MODIS MAIAC — fused into a single daily dataset.

Predictive Forecasting

Temporal Fusion Transformer produces 72-hour forecasts with calibrated uncertainty bands, beating all statistical baselines.

Causal Attribution

ML-enhanced synthetic control isolates the real impact of policy interventions — separating signal from weather noise.

AI Briefings

Multi-agent pipeline: Oracle forecasts, Auditor verifies causality, Strategist recommends, Judge fact-checks every claim.