Forecasting

Forecasts surface narrative drift and outbreak probability so teams can publish calm, evidence-backed explanations before virality spikes.

Drift

Detects consistent movement in sentiment or attention before it becomes a crisis.

Outbreak probability

Estimates the chance a narrative will outbreak over a specified horizon based on observed signals.

Evaluation gates

Forecasts can be scored and gated so downstream actions remain defensible and audit-ready.