Reference works for AI oversight governance.

Forthcoming, Q3 2026

AI Oversight: The Private Director's Body of Knowledge

A strategic guide for private company boards on AI governance as both a fiduciary obligation and a strategic opportunity. Written for directors who need governance competency rather than a technology tutorial, it moves from the fiduciary case for board oversight to a practical blueprint and a director's toolkit for building governance that supports faster, more confident AI decisions.

Co-published with the Private Directors Association
  • The Fiduciary Pivot and the Velocity Gap
  • Builders and Buyers: two different oversight agendas
  • The Caremark duty of oversight applied to AI
  • Beyond the Committee Fallacy: authority and accountability
  • A director's toolkit, including a governance maturity diagnostic
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Body of Knowledge
AI Oversight: The Private Director's Body of Knowledge
Center for AI Oversight × Private Directors Association
Selected Contents
  • I The Board Briefing
  • II The Oversight Blueprint
  • III Asset Integrity and Operations
  • IV Escalation and Disclosure
  • V The Director's Toolkit
CFAIO PDA
Forthcoming, Q3 2026

AI Governance Best Practices for Internal Auditors and Governance Professionals

A tool to support implementation of the IIA AI Auditing Framework.

A practical tool that equips internal auditors and governance professionals to provide strategic assurance over AI governance. It defines the AI governance program as the primary auditable entity and gives internal audit a structured way to assess the program's design adequacy and operating effectiveness.

Developed to support implementation of the IIA AI Auditing Framework
  • The AI governance program as the primary auditable entity
  • Grounded in the Global Internal Audit Standards (GIAS)
  • Aligned to the IIA Three Lines Model
  • Assurance over program design adequacy and operating effectiveness
  • Mapped to NIST AI RMF, ISO/IEC 42001, ISO/IEC 38507, and COSO
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Implementation Tool
AI Governance Best Practices for Internal Auditors and Governance Professionals
Center for AI Oversight
Selected Contents
  • 1 The Strategic Case for Programmatic AI Governance
  • 2 Defining the Auditable Entity
  • 3 The Assurance Framework
  • 4 Practical Application
CFAIO IIA

Governance guidance and reference materials.

Research, frameworks, and analysis supporting the Center's oversight governance thesis.

Framework Reference

AI Governance Maturity Model

Overview of the 76-control maturity model across 5 pillars and 14 domains. The foundational framework mapped to NIST AI RMF, ISO 42001, the EU AI Act, and the Caremark standard.

Legal Analysis

Caremark Liability Roadmap

Analysis of board-level oversight liability applied to AI governance. Traces the Caremark doctrine through Marchand and Boeing to establish why AI oversight is now a fiduciary obligation.

Regulatory Landscape

Global AI Oversight Governance Briefing

Analysis of AI oversight governance developments across the U.S., EU, UK, and Asia-Pacific. Regulatory signals, enforcement trends, and litigation indicators.

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