Practical perspectives on management systems, AI governance, audit practices, and emerging regulatory requirements — from a practitioner who lives these subjects daily.
As organizations rush to certify against ISO/IEC 42001, many approach it like an ISMS project. Here's why that approach fails — and what a genuinely AI-governance–native framework looks like from a Lead Auditor's perspective.
After 35+ certification audits, there are consistent, avoidable patterns that cause Stage 2 failures. A CB-empanelled Lead Auditor's honest assessment of where organizations go wrong — and what real audit-readiness looks like.
The SoA is one of the most misunderstood artifacts in ISO 27001. Most organizations produce a compliance checklist. This is how to build one that genuinely reflects your risk posture, your business context, and your control decisions.
