Compliance Library Blog Product Sign In

ISO-42001

ISO/IEC 42001:2023 — AI Management Systems

International Version 1.0 503 obligations
Showing 326–350 of 503 obligations

Title I — ISO/IEC 42001:2023 AI Management System Requirements

Chapter I — Context, Leadership, and Planning (Clauses 4-6)

Chapter II — Support and Operation (Clauses 7-8)

Chapter III — Performance Evaluation and Improvement (Clauses 9-10)

Chapter IV — Annex A Controls — Policies and Organization (A.2-A.3)

Chapter V — Annex A Controls — Resources and Impact Assessment (A.4-A.5)

Chapter VI — Annex A Controls — AI System Life Cycle (A.6)

Article A.6.2.2. Design and Development of AI System

5 obligations

Article A.6.2.3. Training and Testing AI Model

10 obligations

ISO42001-A.6.2.3-01 Requirement

Establish AI model training and testing processes

The organization must establish formal processes for training and testing AI models to ensure they meet specified requir

ISO42001-A.6.2.3-02 Data Governance

Address data selection in training processes

Training processes must specifically address data selection as part of the AI model development methodology.

ISO42001-A.6.2.3-03 Data Governance

Address data quality in training processes

Training processes must specifically address data quality requirements and controls as part of the AI model development

ISO42001-A.6.2.3-04 Requirement

Address model architecture selection in training processes

Training processes must specifically address model architecture selection as part of the AI model development methodolog

ISO42001-A.6.2.3-05 Requirement

Address hyperparameter tuning in training processes

Training processes must specifically address hyperparameter tuning methodologies as part of the AI model development pro

ISO42001-A.6.2.3-06 Requirement

Prevent overfitting and underfitting in training processes

Training processes must specifically address the prevention of overfitting and underfitting to ensure model generalizabi

ISO42001-A.6.2.3-07 Requirement

Include validation against defined performance metrics in testing

Testing processes must include validation of AI models against defined performance metrics to verify they meet specified

ISO42001-A.6.2.3-08 Requirement

Include bias and fairness testing in testing processes

Testing processes must include specific testing for bias and fairness to ensure equitable AI model performance across di

ISO42001-A.6.2.3-09 Requirement

Include robustness testing in testing processes

Testing processes must include robustness testing to verify AI model stability and reliability under various conditions

ISO42001-A.6.2.3-10 Requirement

Include boundary condition analysis in testing processes

Testing processes must include boundary condition analysis to evaluate AI model behavior at the limits of its operationa

Article A.6.2.10. Defined Use and Misuse of AI System

4 obligations

Article A.6.2.11. Management of Third-Party AI System Components

6 obligations

Start your compliance assessment

Map obligations to your AI systems, identify gaps, and generate board-ready reports. Plans start at $149/mo.

Get Started