AGEI captures lightweight evidence footprints continuously and stores them in a tamper-evident evidence vault. When an audit, legal review, incident, or inspection occurs, AGEI materializes the relevant receipts, policy decisions, reviewer actions, lineage references, and verification metadata into an Audit Pack.
Lazy Capsule Materialization means AGEI does not need to produce heavy audit bundles for every event in real time. Instead, governed events create lightweight receipts and retrieval pointers. Full evidence capsules are materialized later when triggered by an audit request, incident investigation, legal review, or regulatory inspection.
Continuous Capture
Lightweight receipts created during normal operations. Low overhead, high coverage.
On-Demand Materialization
Full audit bundles generated only when proof is required. Reduces storage and processing costs.
1. Audit Request
Auditor, regulator, or legal team requests evidence for specific scope (system, date range, event types)
2. Scope Selected
Define which receipts to include (policies, gates, HITL decisions, agent actions)
3. Relevant Receipts Retrieved
Query evidence vault for matching receipts and policy context
4. Hashes and Signatures Verified
Cryptographic verification of receipt integrity and linkage
5. Policy/Gate History Reconstructed
Link receipts to policy versions, gate evaluations, and human decisions
6. Human Decisions and Agent Actions Linked
Trace governance chain from event to policy to human decision to outcome
7. Audit Pack Exported
Signed JSON bundle, PDF report, or verification manifest delivered
30-day governance evidence bundle
{
"audit_pack_id": "audit_pack_2026_001",
"scope": {
"system": "credit-risk-ai",
"date_range": {
"start": "2026-04-01",
"end": "2026-04-30"
},
"event_types": [
"model_deployment_requested",
"gate_evaluated",
"human_decision_recorded",
"runtime_decision",
"agent_action_requested"
]
},
"included_receipts": 1842,
"verification_status": "passed",
"manifest_hash": "sha256:f7e8d9c6b5a4...",
"export_format": "signed_json_bundle",
"created_at": "2026-05-04T16:00:00Z",
"created_by": "audit_team_principal_123"
}For technical verification and machine-readable evidence transfer. Includes all receipts with cryptographic proofs.
For auditors, executives, legal teams, and governance committees. Human-readable summary with evidence citations.
For proving integrity of included receipts. Contains hashes, signature chains, and verification results.
For tracing each event back to its source evidence. Maps audit pack entries to original receipts.
Quarterly, annual, or compliance-driven audit cycles. Audit packs generated for specific systems or time periods.
Regulator requests evidence of governance controls. Audit pack provides verifiable proof of compliance activities.
AI system error or adverse outcome. Audit pack reconstructs what happened, which policies applied, and who authorized actions.
Litigation or legal review requires evidence chain. Audit pack provides tamper-evident documentation of decisions.
Lightweight receipts don't slow down AI systems. Heavy bundling happens offline, on-demand.
Store compact receipts instead of full audit bundles for every event. Materialize only what's needed.
Define audit boundaries after the fact. Select exactly which events, systems, and time periods to include.
Receipt hashes and linkage preserve integrity. Audit packs verify that evidence hasn't been altered.
Prove which policy version was active when a decision was made, even if the policy has since changed.
Same evidence base can be exported as JSON for technical review or PDF for executive presentation.
Learn how to materialize evidence on demand and export audit-ready bundles.