WorldsAid

Predictive humanitarian intelligence

Foresight Dashboard

Early signals from World’s Aid’s retained evidence. Scores indicate where verified conditions may intensify; they are decision support, not forecasts of certainty.

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Heat zones
CriticalImmediate review
HotEscalating signals
WarmWatch closely
ColdLower current signal
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ColdWarmHotCriticalOpacity shows confidence

Prioritised view

Countries by current signal

CountryScoreZoneConfidenceLeading driverEvidence
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How to read this

Score combines a transparent statistical baseline with evidence-based rules. It does not predict a specific casualty total.

Confidence combines source coverage, evidence recency, model stability and agreement between the two scoring layers.

Human review remains required. Every score links back to retained incidents, sources and dated evidence revisions.