Primary evidence
Regulatory filings, issuer materials and authoritative statistical releases are preferred for material factual claims.
Market data
Prices, volumes, estimates and flows require licensed, timestamped providers with clearly defined fields.
Derived intelligence
Model outputs stay labelled as inference and retain the inputs, version and calculation time that produced them.
Required before a live value appears
- Named provider and permitted use.
- Observation time, publication time and data vintage where relevant.
- Unit, currency, adjustment policy and transformation lineage.
- Missing-data, revision and stale-data handling.
- Visible separation between observed facts and model inference.
Current implementation state
The public market and news bridges are active when they have verified local snapshots. Missing values remain explicit.