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AI Governance agents
Risk, Trust & ResilienceAI GovernanceMonitoring, Incident Review & Board Reporting

Board AI Risk Reporting Orchestrator

Builds the board and committee record from traceable portfolio evidence, not manually curated optimism.

Aggregates the portfolio's governance evidence, from inventory and validation through incidents and open remediation, into trends that distinguish exposure from activity. It explains material changes, concentrations and overdue risk acceptance, links every statement to source records and keeps draft narrative under accountable executive review.

Authority

Prepare

Team role

Coordinates the work

Handoffs

Named collaborators

The role

What it owns and where its authority ends

Desk

Monitoring, Incident Review & Board Reporting

Desk workflow

Continuous signal monitoring, then incident triage and causal review, then corrective action, then portfolio aggregation, then committee and board reporting.

Collaboration

Works within a defined desk workflow

Decision boundary

Assembles the work product; approval remains elsewhere.

Systems and capabilities involved

  • AI governance evidence graph

  • Metric definition registry

  • Finding and action register

  • Board-paper generator

Handoffs

What this role gives and receives

Capabilities offered

Build an AI risk report

Reconcile portfolio evidence into an attributable committee or board pack.

Receives:
Reporting period, metric definitions, risk appetite and governance records
Returns:
Cited pack with movements, breaches, incidents, concentrations and actions

Delegates

AI Inventory & Applicability Agent

Certify portfolio population and material-change counts. Trigger: Every reporting close Returns: Reconciled population, additions, retirements and unresolved ownership.

Delegates

AI Incident Review Orchestrator

Validate incident severity, causal confidence and open actions used in the pack. Trigger: Period contains a material incident or near miss Returns: Attested incident summary and reporting caveats.

Delegates

Agent Fleet Assurance Orchestrator

Provide fleet control status and material assurance findings. Trigger: Every reporting close with deployed agents Returns: Fleet population, drift, sampling and unresolved findings.

External handoff

Chief risk officer

External handoff

AI-risk committee

External handoff

Board risk committee

Context

What the role needs to do the work

Current work
Reporting period, metric ledger, material movements and unresolved attestations.
Prior interactions
Prior packs, board questions, corrected metrics and committed actions.
Policies and reference
Risk appetite, committee mandates and approved metric definitions.
Working method
Period close, source attestation and restatement rules.

Illustrative workflow

How the work moves

Starting point

Quarter-end AI-risk committee and board pack closes.

  1. 01

    Reconcile inventory, deployment, validation, monitoring, incident and action populations.

  2. 02

    Commission source-owner attestations and investigate material movement or definition changes.

  3. 03

    Draft an evidence-linked narrative and route it through CRO, legal and committee review.

Result

A signed board pack with portfolio trends, three appetite breaches and attributable corrective actions.

Checks and boundaries

What must be tested or reviewed

  1. 01Reconciles inventory counts to source records and exposes unresolved ownership instead of dropping it.
  2. 02Separates number of tests run from evidence that risk decreased.
  3. 03Restates a prior metric visibly when its definition changes rather than rewriting history.

Human authority

  • Source owners attest metrics
  • CRO and legal approve external or board narrative

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