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How organisations keep AI systems accountable after launch: board-level ownership, an inventory of the AI you build and buy, roles and evidence under NIST guidance and the EU AI Act, plus the release gates, monitoring and rollback that govern a live LLM application.
Showing · #AI Governance
Board-level AI governance rests on a named owner, an inventory of the AI you build and buy, clear approval roles and evidence that they work. NIST's framework is voluntary guidance; EU AI Act scope depends on role, use and risk.
Testing cannot remove hallucinations entirely, so production safety depends on what surrounds each release: a gate agreed in advance, staged rollout, monitoring of live answers, incident containment and a rehearsed rollback.
