For CTOs and technology leaders building their AI governance strategy

Know Exactly Where Your AI Governance Gaps Are: Before They Become a Compliance Problem

Scored self-assessment across model inventory, data classification, access controls, and incident response. Know where to focus first.

Most organisations move from AI experimentation to production without a governance framework. By the time the gap shows up, a data breach, a biased output, a regulatory inquiry, it is expensive to fix. This checklist takes 20 minutes and tells you exactly where to focus.

• The four governance dimensions covering 90% of AI compliance risk, and the one most organisations skip entirely
• The data classification rule that prevents sensitive data reaching third-party AI APIs
• Why most AI governance policies fail at model selection, and the inventory process that fixes it
• The incident response checklist that meets most regulatory requirements out of the box
• How to score your governance maturity 0-100 and build a 90-day remediation plan