AI governance strategies for ISO/IEC 42001 readiness

Organizations seeking to implement Artificial Intelligence Management Systems (AIMS) are encouraged to focus on demonstrable evidence and practical governance artifacts rather than lengthy policy documents.

To prepare for ISO/IEC 42001 certification, companies should assess whether their AI risk management, documentation, and supplier assessments are defined, implemented, and producing verifiable records. Readiness is measured by the ability to show an assessor active processes rather than just existing documentation.

Effective AI governance can be achieved through three primary tools: policy intake forms to capture use-case details, risk-tiering rubrics to categorize impact levels, and model registries to track deployed versions and owners. Aligning these tools with frameworks such as the EU AI Act, ISO/IEC 42001, or the NIST AI Risk Management Framework (RMF) helps prevent governance from becoming a bottleneck.