PLENA AI Oversight Reviewer

Certify the human reviewer in the AI decision loop.

AI Oversight Reviewer Certification prepares staff to document human review, AI harm response, agent action receipts, appeal-ready records, and proof of human agency.

AI oversight reviewers are the human accountability layer.

In the AGI era, institutions will need people who can review AI-assisted actions, document human judgment, identify harms, and create appeal-ready oversight records.

FocusHuman review
RiskAI harm
EvidenceAgent receipts
OutputOversight note

AI decision review

Record who reviewed an AI-assisted recommendation, what was checked, and what human decision followed.

reviewerdecision trailappeal

AI harm defense

Prepare evidence when someone is harmed by a false AI output, deepfake, automated denial, or agent action.

harm logproof packettimeline

AI agent receipts

Capture intent, limits, human authorization, and post-action review when agents act on behalf of a person or institution.

authorizationscopereview

Certification modules

  1. AI-assisted decision boundaries
  2. Proof of human review
  3. AI harm documentation and evidence packet routing
  4. Agent authorization, scope, and action receipt review
  5. Appeal-ready language and safe escalation
  6. Annual oversight renewal and policy updates

Connected workflows

AI Oversight Receipts

AI Harm Defense

AI Agent Receipts

Proof of Human Agency

This certification preview is educational and workflow-oriented. It is not a legal, regulatory, or professional license.