ISO/IEC 42001 readiness, measured against evidence

ISO/IEC 42001 is built on the same management-system structure as ISO 27001, which means an auditor is looking for something operating, not something written. Annex A sets out AI-specific controls across areas including AI policy, internal organization, resources, impact assessment, the system lifecycle, data, information for interested parties, responsible use, and third-party relationships.

Organizations that treat certification as a documentation exercise reach the audit with a complete set of policies and no way to show any of them ran. That is the finding that sends you back for another cycle.

The commercial pressure is arriving faster than the regulatory pressure. Enterprise procurement teams and insurers are adding AI management questions to vendor reviews, and a certificate answers in one line what a questionnaire takes six weeks to argue.

If you sell into regulated buyers, the cost of not being able to answer is not a fine. It is the deal you are quietly dropped from, and you rarely find out that is why.

You get a gap analysis scored against the Annex A control areas, not a checklist you tick. Each control is rated on what your evidence can actually support, so you know before an auditor tells you.

You get your remediation ordered by what the certification body will look at first, which is usually not the order your internal list is in.

You get a measurement layer that keeps running after the certificate is issued. Surveillance audits ask whether the system still operates. Because the score is continuous, you can answer with a record instead of a rehearsal.

Every engagement is conducted by a practitioner holding ISO/IEC 27701 and ISO/IEC 42001 Lead Auditor certification.