Why it matters

Audit logs are compliance requirement. Enable IR and reg review.

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The architecture

Log request, response, tools.

User + tenant + timestamp.

Retain per policy.

LLM audit loggingLogreq, resp, toolsIdentifyuser, tenantRetainper complianceSOC 2, HIPAA, PCI all require detailed audit logs; retention 1-7 years
LLM audit logging.
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How it works end to end

SOC 2 + HIPAA + PCI need.

Retention 1-7 years.

Immutable storage.