Peak Risk Windows & Action Triggers
We don't just predict demand — we quantify uncertainty to reduce false alarms and improve lead time.
Utility Zone
Time Horizon
Risk SensitivityHigh > ±5.5°F · Med > ±3.0°F spread
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Controls the ensemble spread threshold for classifying hours as high / medium risk. Lower = more sensitive to forecast disagreement.
ReadyEST
Peak Stress Windows
Top 6 riskiest 6-hour slots — ranked by temperature departure × ensemble spread
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Demand Stress Forecast
65°F baselineEST
▲ Cooling demand (CDD — above 65°F)▼ Heating demand (HDD — below 65°F)
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Action Suggestions
Rules-based recommendations from forecast uncertainty
👁️
No significant demand risk events detected
Low forecast uncertainty across the outlook window
85% confidence
What Drove the Risk
Top drivers from ensemble forecast analysis
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Platform story: This reduces false alarms and improves lead time by quantifying forecast uncertainty — not just providing a single-point demand prediction.
Understanding This Screen
AIAI-generated explanation tailored to your current data
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