Audit Vault
Store long-term audit records linked to traces — optional beyond Agent Lab.
Scope: Audit Vault is an advanced feature for production/compliance workflows. Agent Lab users typically only need the Traces page and training export.
The Audit Vault stores audit events and links them to traces for long-term review.
Instead of searching across disconnected logs, dashboards, and cloud platforms, teams can investigate everything from one place.
Audit vault workflow
What an execution record captures
Every record helps teams answer four operational questions.
What happened?
Understand what occurred during execution.
Records include:
- prompts
- responses
- model metadata
- timestamps
- workflow IDs
- user actions
- execution paths
What did it cost?
Track financial impact tied to each execution.
Records include:
- input tokens
- output tokens
- request costs
- model allocation
- usage spikes
Was it risky?
Review governance activity tied to each trace.
Records include:
- policy violations
- PII detection
- credential exposure flags
- restricted output violations
- compliance alerts
Can it be trusted?
Verify record integrity over time.
Records include:
- canonical records
- SHA-256 verification
- timestamps
- trace lineage
- validation status
Tamper-evident logging depends on ensuring records cannot be silently modified after execution.
What teams investigate
The Audit Vault helps teams review historical activity for:
- compliance audits
- legal reviews
- internal investigations
- security incidents
- operational failures
- customer disputes
Record retention and exports
Organizations often require long-term evidence retention.
AITracer supports:
- exportable audit reports
- verification receipts
- JSON exports
- PDF exports
- retention policies
- compliance workflows
Operational Benefits
Without centralized records, teams often waste time pulling evidence from multiple systems.
The Audit Vault helps organizations:
- investigate incidents faster
- maintain compliance records
- validate execution history
- reduce audit preparation time
- preserve long-term trace evidence