McKinsey

McKinsey & Company is a global management consulting firm that provides strategic advisory services to enterprises on digital transformation, organizational change, and technology implementation. The firm has become influential in AI governance discourse through extensive research on responsible AI practices, risk management frameworks, and the business implications of AI adoption at scale. McKinsey's publications and consulting work shape how organizations think about balancing AI innovation with compliance, ethics, and operational risk mitigation.

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ResearchGlobal2026-09-15

McKinsey's Banking AI Risk Blueprint Sets a Model Governance Benchmark

McKinsey has published a practitioner operating model for AI model risk management in banking. The guide covers risk appetite, use-case taxonomy, model tiering, approval thresholds, independent validation, and portfolio monitoring. Compliance teams at banks and financial institutions can use it to benchmark and extend existing model risk programs to cover AI.

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