What Article 12 Requires
High-risk AI systems must automatically log events over their lifecycle at a level proportionate to intended purpose, ensuring traceability and post-market monitoring support.
How VCCL Answers
- Logs every inference step into immutable audit traces.
- Preserves timestamped evidence and reconstruction data for forensic review.
- Outputs structured records for incident analysis and post-market governance.
Legal Questions and VCCL Responses
Automatically. VCCL captures records directly during inference execution.
Yes. Each output is linked to deterministic trace steps and audit certificates.
Yes. Hash chaining, Merkle roots, and signatures allow integrity verification.