SQL Traceability

A schema migration can break metrics silently, producing wrong numbers that look plausible.

Cryptographic proof makes audit logs impossible to fake or alter after the fact.

dbt versioning prevents dashboard breakage when data models change, but only inside dbt itself.

Shared definitions eliminate conflicting metrics and the trust problems that come with them.

Capture who ran production queries—not just that they ran—to survive compliance audits.

Trace data movement from source to dashboard to find errors, protect changes, and prove compliance.