Five frameworks, one approach
No new framework to adopt wholesale
The book integrates five established frameworks, each the work of one of its authors and each doing a distinct job. Together they cover oversight, measurement, culture, capability and readiness.
AI Oversight Program
Brian Allen, Center for AI Oversight
The oversight architecture: what must be governed, who is accountable and within what bounds. Five pillars, fourteen governance domains, built for boards, second-line functions and internal audit.
Oversight layer
FAIR and FAIR-CAM
Jack Jones
The international standard for quantitative risk analysis, extended to controls. Turns risk categories into scoped, measurable scenarios a committee can act on.
Measurement
Global Risk Culture Standard
Dr Gavriel Schneider
Ten pillars for assessing and improving the human side of risk: leadership, risk intelligence, ethics, psychological safety and the capacity to learn.
Culture
AI 360™
Dr Sarah Daly and Sonia La Penna
A capability maturity assessment that calibrates governance to where an organisation actually is on its AI journey, avoiding both over-engineering and under-governing.
Capability
Presilience®
Dr Gavriel Schneider
Proactive resilience: the foresight, adaptive capacity and readiness to navigate disruption before it arrives rather than recover from it afterwards.
Readiness