Category: Governance
AI governance frameworks, oversight models, accountability structures, and organisational control over AI use
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In one week the US chose voluntary, standards-referenced AI oversight while the EU adopted CADA's graded sovereignty test. A deployer operating across both cannot run on a single mental model. Here is one control map, with two triggers per control, that answers the European and American regimes at once.
The moment you move from buyer to builder, provider obligations, auditability, logging and exit discipline become yours. Here is how a mid-market organisation keeps a proprietary or co-developed AI tool governable, without a large-firm budget, and where the Cyber Resilience Act starts to bite.
Two US rulings show that material run through public AI tools can lose privilege and confidentiality. For EU practitioners, contract terms, deployment environment and acceptable-use rules are the controls that decide whether sensitive work stays protected before the next dispute.
The Commission's draft guidelines of 19 May 2026 set worked examples across all eight Annex III categories. The Annex III classification memo now has an external benchmark. Six fields make the call defensible before the 23 June consultation closes.
The Dutch DPA's consultation on the right to explanation closes on 26 May 2026. The draft reframes Article 22 GDPR and Article 86 AI Act obligations as a deliverable on demand, not paperwork. Three deployer gaps to close before the final guidance arrives in Q3 2026.
The EDPB has confirmed Europrivacy as both a Data Protection Seal under Article 42(5) and as an Article 46 transfer tool when combined with binding and enforceable commitments. Five concrete updates to make to your procurement file this quarter, with a decision sheet as the operational companion.