White Papers

ISO 42001 in Practice: A Unified Approach to AI Governance

Global AI spending is set to reach $2.5 trillion in 2026. Only 25% of organizations have fully implemented an AI governance program, and that gap is now a liability. The EU AI Act carries penalties of up to €35 million or 7% of global turnover, and enterprise buyers like Microsoft already expect ISO 42001 certification from suppliers with sensitive AI use cases.

ISO/IEC 42001:2023 is the world's first certifiable AI Management System standard, and certification takes more than a binder of policies. This white paper, co-authored by Drata, RAIDS AI, and Prescient Security, lays out a three-pillar approach that turns static documentation into operational governance: build it, monitor it, certify it.

Inside, you'll learn:

  • How to build an AI Management System (AIMS) mapped to ISO 42001 Clauses 4–10, including the AI policy, risk register, and Statement of Applicability auditors expect to see

  • Why 48% of organizations stop monitoring AI after deployment, and how continuous black-box monitoring catches drift before it reaches customers or regulators

  • What evaluators actually assess in Stage 1 and Stage 2 audits, plus the three readiness gaps that trip up most first-time certifications

  • How ISO 27001-certified teams cut their ISO 42001 timeline by 30–40% by reusing existing governance infrastructure

  • The full certification journey from gap analysis through Year 4 recertification, including how to align audit cycles with ISO 27001