Research engine

Structured studies inherit contracts, scope locks, and evidence — not ad-hoc notebooks only.

Tracks (Scout, Simulation, Survey, Surveillance) share session resumption and billing-aware execution policies.

Reference portals score coverage before large compute spends; gaps are explicit hypotheses or citations.

Multi-scenario bundles package parameters with lineage for audit and reproduction.

Exports target proof bundles — tables, figures, and manifests — compatible with regulated reviews.