AGEI

AGEI Features

Comprehensive AI governance infrastructure with enforcement-backed evidence trails

Policy Gates

Server-Side Policy Evaluation

Four-outcome gate model prevents self-certification

Gate Outcomes

  • Approve - Evidence satisfies policy
  • Deny - Clear policy violation
  • Escalate - Requires human review
  • Inspect - Need more evidence

Reason Codes

ACCURACY_BELOW_THRESHOLD
BIAS_EXCEEDS_LIMIT
MISSING_EVIDENCE
HIGH_RISK_DEPLOYMENT
DRIFT_DETECTED

HITL Governance

Automatic Escalation

Critical-risk actions automatically trigger human review workflow with evidence packages

Role-Based Authorization

10 specialized reviewer roles with granular permissions and authorization checks

Immutable Decisions

SHA-256 hashed tokens, cryptographic receipts, complete audit trail

Agent Governance

Tool Registration

Register agent tools with risk classification. Critical tools trigger HITL.

Session Tracking

Track complete agent workflows with context and cryptographic receipts.

Policy Evaluation

Server-side decisions for every tool request prevent self-certification.

Agent Behavior Monitoring

Anomaly Detection

7 types of behavioral anomalies

• Unusual Tool - Tool not in baseline
• Volume Spike - Request rate exceeded threshold
• Off-Hours Access - Activity outside typical hours
• Geographic Anomaly - Access from unusual location
• Failed Attempts - Failed auth exceeded limit
• Privilege Escalation - Unauthorized tool access
• Suspicious Pattern - ML-detected unusual behavior

Automated Response

Protect systems automatically

Session Termination

Immediately end compromised agent sessions

API Key Suspension

Block access from suspected credentials

Rate Limiting

Throttle excessive request volumes

Access Restriction

Limit permissions for suspicious agents

Cryptographic Evidence

Content Hashing

SHA-256 hashes prevent tampering

Digital Signatures

Cryptographic signing for non-repudiation

Hash Chaining

Links receipts for complete lineage

Merkle Trees

Batch verification for scalability

Audit Pack Export

Package complete evidence collections for regulators, auditors, and compliance reviews. Seal packs for immutability with cryptographic signatures.

Included in Audit Packs:

  • • All receipts for specific model/agent/workflow
  • • Policy evaluations with outcomes
  • • HITL requests and decisions
  • • Anomaly alerts and responses

Export Features:

  • • Sealed archives with signatures
  • • Merkle proofs for verification
  • • Complete metadata and timestamps
  • • Portable evidence format