AI governance frameworks: Compare

A learning aid, not legal advice.

Depth, from 0 (least) to 3 (most)0123Under review
Frameworks to compare

Pick two or three frameworks.

Dimension
ISO/IEC 23894:2023 Guidance on AI risk management
voluntary guidance
Nature
Depth 1 of 3.

A guidance standard (recommendations, not requirements), so there is nothing to certify against.

ISO/IEC 23894:2023, abstract
Where and to whom it applies
Depth 2 of 3.

Any organisation that develops, produces, deploys or uses products, systems and services that use AI, in any country.

ISO/IEC 23894:2023, abstract
Roles addressed
Depth 1 of 3.

Lists the organisations it serves (developers, producers, deployers, users) without separate duties for each.

ISO/IEC 23894:2023, abstract
Risk approach
Depth 3 of 3.

The whole standard is about AI risk: how to integrate risk management into AI-related activities and functions.

ISO/IEC 23894:2023, abstract
Inventory and documentation
Depth 1 of 3.
Under review
Risk or impact assessment
Depth 3 of 3.

Describes how to identify, analyse and evaluate AI risks as part of the organisation's risk process.

ISO/IEC 23894:2023, abstract
Human oversight
Depth 1 of 3.
Under review
Transparency and notices
Depth 1 of 3.
Under review
Data governance
Depth 1 of 3.
Under review
Testing, robustness and security
Depth 1 of 3.
Under review
Monitoring and incident reporting
Depth 2 of 3.
Under review
Assurance and enforcement
Depth 0 of 3.

No certification or enforcement; it can inform the risk process of a certified ISO/IEC 42001 management system.

ISO/IEC 23894:2023, abstract
Effort to implement
Depth 1 of 3.

Light to moderate: it extends an existing risk process rather than creating a new system.

ISO/IEC 23894:2023, abstract (integrating risk management into AI activities)
Key dates
Depth 1 of 3.

Published 2023-02-06 (first edition).

ISO/IEC 23894:2023 page

A learning aid, not legal advice. Where AI SENTINEL is mentioned, it supports or maps to the dimension; it does not certify anything. Dates are those the official texts state on the date shown.