SC-AI-040 · Assurance

Board reporting and AI risk metrics

Low effortCovered by ISO 27001: New for AISatisfies 16 obligations in 8 policies

What it means

  • The board (or its risk or audit committee) receives regular, decision-useful reporting on AI: what AI the company uses, how risky it is, how it is performing, and what went wrong.
  • A small set of AI risk metrics (key risk indicators) is tracked over time against agreed thresholds.
  • Top management reviews the AI management system at planned intervals and records decisions.
  • ISO 27001 reuse: None at Annex A level. New for AI, not covered by ISO 27001 Annex A. Your ISO 27001 management review cadence (clause 9.3) and risk committee reporting can host the AI dashboard.

Why it matters

  • RBI FREE-AI expects board-approved AI policy and consumer protection frameworks, and asks for AI disclosures in the annual report, which the board must stand behind.
  • Directors carry accountability for AI risk; they cannot oversee what they do not see.
  • ISO/IEC 42001 requires management review and leadership commitment.

Checklist

  1. Agree the reporting forum (board, risk management committee, audit committee) and frequency (at least quarterly for BFSI).
  2. Define 8 to 12 AI risk metrics, for example:
  3. Set thresholds (green, amber, red) aligned with the board's AI risk appetite (SC-AI-001 AI governance policy approved by the board or top management).
  4. Include upcoming regulatory changes from horizon scanning (SC-AI-009 Regulatory applicability register and horizon scanning).
  5. Hold and minute a management review of the AI management system at least yearly.
  6. Approve the annual report AI disclosure (SC-AI-025 Public AI transparency statement and notices).
  7. Track board actions to closure.

Evidence examples

  • Board or committee AI risk dashboard packs.
  • Minutes showing discussion, challenge and decisions on AI.
  • KRI definitions with thresholds and data sources.
  • Management review minutes for the AI management system.
  • Board-approved annual report AI disclosure.
  • Action tracker from board and management reviews.

Common pitfalls

  • Reports full of AI success stories with no risk metrics.
  • Metrics with no thresholds, so nobody knows when to worry.
  • AI reported only after an incident.
  • Directors with no AI briefing, so they cannot challenge what they see.

Satisfies

Standards crosswalk

Clause references only. Check the standard itself for the exact wording.

ISO/IEC 42001

  • 5.1 leadership and commitment
  • 9.1 monitoring, measurement, analysis and evaluation
  • 9.3 management review

ISO/IEC 27001

No direct equivalent

SOC 2

  • CC1.2
  • CC2.2

Key takeaways

  • A short AI dashboard with thresholds beats a long narrative.
  • Report regularly, not just after incidents.
  • Minute the board's challenge and decisions; that is the evidence.

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