Audit-Ready by Design: Building Lineage, Point-in-Time Reconstruction, and Immutability Into Data Architecture

Compliance Checkbox vs. Architectural Constraint Most data platforms treat audit-readiness as a downstream concern. The pipelines are built, the warehouse is populated, the dashboards ship, and only then does someone ask how the platform would respond to a regulator’s request to reconstruct account balances as of a date eighteen months ago, or to prove that a reported figure hasn’t been altered since submission.