ISO 42001 Readiness: A Step-by-Step Guide

ISO 42001 Readiness

Written by

David Bradshaw

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ISO 42001

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The First Standard Built for AI Governance

ISO 42001 is the world's first certifiable standard for an Artificial Intelligence Management System (AIMS), giving organizations a structured framework for responsibly developing, deploying, and monitoring AI systems.

As AI regulation accelerates globally, it's quickly becoming the reference point buyers and regulators ask about when evaluating how seriously a company takes AI governance.

Risk Assessment for AI Systems

Like other ISO management system standards, ISO 42001 starts with risk assessment, but applied specifically to AI: bias and fairness risks, transparency and explainability gaps, data quality issues, and the potential impact of AI decisions on individuals.

These risks get mapped to specific controls drawn from the standard's Annex A, giving you a documented, defensible rationale for how each AI system is governed.

Governance, Not Just Technical Controls

A significant part of ISO 42001 readiness is organizational: defining clear ownership for AI systems, establishing a process for evaluating new AI use cases before deployment, and setting up ongoing monitoring for model drift and performance degradation.

Technical controls alone don't satisfy the standard without this governance layer wrapped around them.

A Practical Certification Path

Organizations typically start by inventorying every AI system in use or development, then run a gap assessment against the standard's requirements, build the missing governance processes and documentation, and complete an internal audit cycle before engaging a certification body.

Early adopters are finding this process fastest when it's built on top of an existing ISO 27001 program rather than started from scratch.

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