AGEI Overview

AGEI: AI Governance Evidence Infrastructure

Version 1.5Enforcement-Backed

The 5-minute pitch for platform-enforced governance

The 5-Minute Pitch

A customer-facing AI agent tried to act. AGEI governed the action, escalated it to a human, recorded the denial, validated the customer response, and preserved cryptographic proof of every step.

That's AGEI.

The Core Guarantee

AI systems, agents, and pipelines do not approve themselves.

They submit evidence.

AGEI evaluates policy server-side.

AGEI determines approve, deny, escalate, or inspect.

AGEI records the decision and outcome as verifiable evidence.

There is no self-certification path for governed events.

What AGEI Enforces

Server-Side Policy Evaluation

Client submits evidence only

Platform evaluates against active policy

Platform determines gate outcome

Client receives platform decision

No client bypass exists

Four-Outcome Gate Model

approve

Evidence satisfies policy

deny

Evidence clearly violates policy

escalate

Human decision required

inspect

Evidence incomplete/ambiguous

Specific Reason Codes

Not just "denied" - but why

ACCURACY_BELOW_THRESHOLD

BIAS_EXCEEDS_LIMIT

MISSING_REQUIRED_FIELD

INSUFFICIENT_CREDITWORTHINESS

Routes workflows, builds dashboards, exports compliance reports

Customer Communication Governance

Validates customer-facing messages

Enforces approved templates

Blocks internal reason disclosure

Tracks delivery receipts

Monitors response times

Cryptographic Evidence Chain

Every decision has receipt

Lineage links connect events

Hashing + canonicalization

Digital signatures (planned)

Lazy Capsule Materialization for audit packs

Demo Scenario: Credit Limit Increase

See enforcement-backed governance in action

1Customer request received

2Agent analyzes request → High risk (233% increase)

3AGEI gate evaluates → Platform returns escalate

4Human reviews → Denies (insufficient creditworthiness)

5AGEI selects safe customer template → Blocks internal codes

6AGEI validates message → Approved

7SendGrid delivers message

8Delivery receipt recorded

9Complete audit trail generated

10Workflow closed

Proof Points:

Agent submitted evidence but did NOT decide outcome

Platform escalated based on policy, not agent choice

Internal "INSUFFICIENT_CREDITWORTHINESS" NOT sent to customer

Customer message validated against communication policy

Every step has cryptographic receipt

Complete lineage chain exists

No self-certification occurred