Dashboards that defend every number they show.
Standard BI tools display what they receive: no record of source integrity, no proof figures were unmodified in transit, no way to defend a specific reading under adversarial scrutiny.

Most BI stacks cannot defend their numbers.
When an auditor asks where a dashboard figure came from, the typical answer is a spreadsheet export, not a cryptographic proof. The Analytics Suite queries only data that has passed through Mavric's attestation pipeline, so every figure carries a verifiable lineage.
Every metric traces back to a signed record.
Trace any dashboard figure backward through the aggregation logic to the signed source records that generated it. The lineage reference is embedded in the figure, not stored separately where it can drift.
Built for the regulatory reader, not just operations.
Role-scoped views let regulators, counterparties, and auditors access the specific slice of data relevant to their review, without exposing unrelated operational records. Purpose-built regulatory summary exports package relevant data and its provenance into a standardized format.
Works alongside existing BI investments.
An open API lets teams pipe Mavric-attested data into Tableau, Power BI, or custom dashboards while preserving signed lineage metadata. The evidentiary value is not locked to Demia's UI.