Governance Is a Speed System
Explain how governance can accelerate AI adoption by making risk decisions explicit and repeatable.
Good governance is a lane map, not a wall. NIST AI RMF gives teams a practical cycle: Govern the accountability system, Map the context and affected parties, Measure the risks and performance, and Manage the controls. ISO/IEC 42001 turns that into a management system with roles, objectives, operation, evaluation, and improvement. Govern: make ownership explicit Who can approve the use case? Who owns vendor review, data access, model evaluation, user training, and incident response? Missing ownership creates delay and shadow AI. Map: understand context before controls The same model can be low risk in a brainstorming workflow and high risk…
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