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Arif Mughal

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#Responsible AI

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AI Governance

An AI Governance Board That Doesn't Slow Everything Down: Intake Tiers, Risk Classes and a Fast Path

Most AI governance boards fail in one of two ways: they review everything and become a queue, or they review nothing and become a rubber stamp. This article proposes an operating model built on intake tiers, clear decision rights and a fast path for low-risk AI use, grounded in the NIST AI RMF, ISO/IEC 42001, the EU AI Act as amended by the 2026 AI Omnibus, Microsoft's Responsible AI Impact Assessment and OMB M-25-21.

10 min read