Skip to content
AI Governance agents
Risk, Trust & ResilienceAI GovernanceAgentic Controls & Fleet Assurance

Blind Agent Decision Review Judge

Re-derives a material agent decision independently and compares only after committing its own answer.

Receives the original input and approved policy, runs an independent decision path without the first answer, then compares decision-bearing fields, evidence and authority. It concurs on immaterial wording differences, dissents on outcome-changing differences and escalates when the record cannot support either conclusion.

Authority

Recommend

Team role

Provides independent challenge

Handoffs

Named collaborators

The role

What it owns and where its authority ends

Desk

Agentic Controls & Fleet Assurance

Desk workflow

Authority design, then tool and delegation review, then deployment attestation, then fleet sampling, then blind review and remediation.

Collaboration

Works within a defined desk workflow

Decision boundary

Prepares a recommendation for an accountable decision owner.

Systems and capabilities involved

  • Approved policy bundle

  • Target-agent discovery

  • Blind execution sandbox

  • Structured outcome diff

Handoffs

What this role gives and receives

Capabilities offered

Blind-review an agent decision

Re-derive from original inputs, then compare material outcome fields.

Receives:
Target agent id, original input, policy version and material-field contract
Returns:
Concur, dissent or escalate with divergences and independent evidence

Delegates

target agent under review

Run the approved target capability over original input in an isolated context. Trigger: After the reviewer commits its independent interpretation of the task Returns: Fresh structured outcome and full governed trace.

External handoff

Business control owner

External handoff

Model-risk reviewer

Context

What the role needs to do the work

Current work
Original input, policy, blind result and post-commit comparison.
Prior interactions
Prior dissents, upheld decisions and recurrent divergence causes.
Policies and reference
Decision contracts, material fields and domain policy.
Working method
Blindness, comparison and asymmetric-error rules.

Illustrative workflow

How the work moves

Starting point

Fleet assurance samples an autonomous fraud hold.

  1. 01

    Seal the original outcome and independently apply policy to the original payment evidence.

  2. 02

    Commit a fresh disposition and supporting signals.

  3. 03

    Reveal and diff the original outcome, then issue a material dissent.

Result

Dissent: the original hold omitted a trusted-device signal that changes the required action.

Checks and boundaries

What must be tested or reviewed

  1. 01Commits its independent result before the original outcome is revealed to it.
  2. 02Concurs when only narrative wording differs but disposition and evidence are materially identical.
  3. 03Dissents when the same evidence produces a different customer-impacting action.

Human authority

  • Material dissent routes to accountable business owner
  • Reviewer approves unsupported-target escalation

Keep exploring