AI Governance Evidence Infrastructure for governed AI systems

AGEI turns AI lifecycle events, policy decisions, human approvals, agent actions, and audit requests into tamper-evident evidence that can be verified, reviewed, and exported.

What AGEI Is

AGEI is an evidence infrastructure layer that captures governed AI activity as cryptographically verifiable receipts. It applies policy gates at consequential lifecycle points, records human review decisions as auditable evidence, monitors agent actions before execution, and materializes audit-ready bundles when proof is required.

AGEI is not another AI monitoring dashboard. It is an operational governance system that preserves evidence of what happened, why it happened, under what authority, and whether controls fired.

The Governance Problem AGEI Solves

Organizations write AI policies, model review procedures, and approval workflows. But when critical moments occur—a model deployment, an agent tool call, a high-risk decision—the question remains:

Can you prove the control actually executed?

AGEI creates tamper-evident evidence that governance controls fired, policies were evaluated, human reviewers made decisions under appropriate authority, and agent actions were authorized—or denied—according to organizational rules.

Core Feature Areas

Five integrated capabilities that turn AI operations into governed evidence

Policy Gates

Convert governance policies into enforceable decision points.

Evaluate AI lifecycle events against organization-defined conditions. Each gate produces an explicit outcome: Approve, Deny, Escalate, or Inspect.

HITL Governance

Turn human review, approval, denial, and escalation into governed evidence.

Record who reviewed what, under which role, against which policy, and what decision was made—with cryptographic traceability.

Agent Monitoring

Capture agent actions, tool calls, delegation, privilege, and policy outcomes.

Govern AI agents before consequential actions occur. Record identity, privilege, tool invocations, and pre-action authorization.

Audit Packs

Materialize lightweight evidence into regulator-, auditor-, or incident-ready bundles.

Lazy Capsule Materialization: capture evidence continuously, materialize full audit bundles only when proof is required.

Evidence Receipts

Record what happened, why it happened, under what authority, and whether controls fired.

The connective tissue between all features. Every governed event creates a tamper-evident receipt with cryptographic integrity.

Cryptographic Verification

Prove evidence integrity with hashes, signatures, and chain-of-custody.

Every receipt includes content hashes, optional signatures, and linkage to previous evidence for tamper-detection.

How AGEI Works

AI Event

Policy Gate

Human Review

Evidence Receipt

Audit Pack

Who AGEI Helps

AI Governance Teams

Implement and enforce policy controls across AI systems

Internal Audit

Access verifiable evidence trails for AI operations

Model Risk Management

Document model lifecycle governance and approval workflows

Compliance Officers

Preserve evidence needed for regulatory review

Security Teams

Monitor agent privileges and detect unauthorized actions

Legal Departments

Support litigation and incident investigation with proof

Enterprise AI Platforms

Integrate governance into MLOps and LLMOps workflows

Risk Officers

Quantify governance controls and evidence coverage

Example Lifecycle: High-Risk Agent Action

1. Agent Request

Claims agent attempts to issue a $425 refund. AGEI captures agent ID, session, tool call, and risk level.

2. Policy Gate Evaluation

Pre-action gate evaluates against refund policy. High-value refunds trigger escalation outcome.

3. Human Review

Supervisor receives notification. Reviews request. Approves refund with justification.

4. Evidence Receipts

AGEI records: (1) Agent request receipt, (2) Gate evaluation receipt, (3) Human decision receipt, (4) Action authorization receipt.

5. Audit Retrieval

Six months later, auditor requests all high-value refunds. AGEI materializes audit pack with all linked receipts, verified hashes, and policy context.

Ready to Explore AGEI?

View detailed feature documentation, explore code examples, or request access to the platform.