Regulatory Audit Readiness
Maintain AI documentation, logs, and governance records in a state that can be produced efficiently in response to a regulatory inquiry or audit.
Objective
Reduce the time and risk exposure associated with regulatory examinations by ensuring required documentation is complete, current, and accessible.
Maturity Levels
Initial
Documentation is scattered; responding to an audit would require significant ad hoc effort.
Developing
Key documents exist but are inconsistently maintained and not mapped to specific regulatory requirements.
Defined
A documentation inventory maps each regulatory requirement to the evidence artifact that satisfies it.
Managed
Documentation completeness is assessed quarterly; gaps are tracked and prioritized.
Optimizing
Audit readiness is tested through mock examinations; response time is measured and improved.
Evidence Requirements
What an auditor or assessor would expect to see for this control.
- —Regulatory requirements matrix mapping each applicable regulation and article to the evidence artifact that satisfies it
- —Quarterly documentation completeness assessment with gap inventory and remediation assignments
- —Mock audit or dry-run exercise records showing documentation was produced within a defined response time and verified as accurate
- —Evidence ownership assignments confirming each artifact has a named responsible party with current contact information
- —Gap closure records showing previously identified deficiencies were remediated before the next assessment cycle
Implementation Notes
Key steps
- Build a regulatory requirements matrix: list each applicable regulation, the specific article or requirement, and the evidence artifact (document, log, process record) that satisfies it.
- Assign ownership for each evidence artifact — documents without owners become stale quickly.
- Run an annual mock audit: present your documentation to an internal reviewer playing the role of a regulator and identify gaps before a real exam.
- Maintain a 'front door' document package that can be shared in the first 48 hours of any regulatory inquiry.
Example Implementation
Fintech subject to EU AI Act preparing for its first regulatory examination
Regulatory Requirements Matrix — AI Systems (excerpt)
| Regulation | Article / Requirement | Evidence Artifact | Owner | Last Updated |
|---|---|---|---|---|
| EU AI Act | Art. 9 — Risk management system | AI Risk Register v2.1 | AI Governance Lead | 2026-04-01 |
| EU AI Act | Art. 10 — Training data governance | Training Data Provenance Records | MLOps Lead | 2026-03-15 |
| EU AI Act | Art. 12 — Logging of high-risk AI | Decision Log Architecture Doc | Engineering Lead | 2026-04-10 |
| EU AI Act | Art. 13 — Transparency to deployers | System Cards (3 systems) | Product Lead | 2026-02-28 |
| EU AI Act | Art. 26 — Human oversight measures | Human Review SOP v1.4 | Compliance | 2026-04-05 |
| GDPR | Art. 22 — Automated decision-making | Explanation Process Document | DPO | 2026-03-20 |
First-48-hours package: Risk Register, System Cards, Human Review SOP, most recent audit log sample — pre-assembled in /compliance/regulatory-package/
Mock exam: Annual — internal reviewer plays regulator role, requests documentation against this matrix; gaps tracked in Compliance backlog
Control Details
- Control ID
- ALC-005
- Domain
- Audit & Logging
- Typical owner
- Compliance / Legal
- Implementation effort
- Medium effort
- Agent-relevant
- No