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Privacy professionals remember 2016. GDPR was published, enforcement was two years away, and most organizations treated it as a future problem. AI governance is following the same pattern. For DPOs, this is not unfamiliar territory. The governance skills that built effective privacy programs; risk assessment, impact analysis, documentation discipline, vendor oversight, regulatory monitoring – are exactly what AI governance demands.
ISO/IEC 42001, published in December 2023, is the first certifiable AI management system standard. The EU AI Act’s enforcement deadlines begin in August 2026. US states including Colorado, Texas, and California are advancing AI-specific legislation with governance requirements. The regulatory direction is clear.
Why DPOs are uniquely positioned
AI systems process personal data. They make or support decisions that affect individuals. They introduce risks around bias, transparency, and fairness that overlap directly with privacy principles. The DPO who already manages DPIAs, RoPAs, and cross-border data transfers understands structured risk assessment at a level that most organizations have not yet applied to AI.
ISO 42001 requires AI impact assessments, which function similarly to DPIAs. It requires documentation of AI system purpose and scope, parallel to RoPA requirements. And it requires third-party supplier oversight for AI providers, extending the vendor due diligence DPOs already perform.
The opportunity
AI governance does not yet have an established owner in most organizations. The CTO sees it as technical. Legal sees it as regulatory. The CISO sees it as security-adjacent. The DPO who steps into this space, with a structured framework and the governance discipline to back it up, becomes the person who shapes how the organization approaches AI responsibility.
Where to start
Map which AI systems in your organization process personal data or make decisions affecting individuals. Assess whether your existing DPIA process covers AI-specific risks. Identify which AI tools your teams are using that lack governance oversight. These steps connect directly to the privacy program you already run.
Read the full guide: ISO 42001 for compliance professionals | Explore the DPO Workflow