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Scaling AI With Adaptive Governance

Nobody is talking about this: how enterprise AI actually gets governed at scale.

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People, judgement and the changing nature of work.AI illustration by KeyNews
The KeyNews take

Why it matters

Academic research on how Fortune 500 companies are building adaptive governance frameworks for AI—a critical infrastructure discussion for leaders scaling AI beyond pilots.

The key facts

4 to know
  1. MIT Sloan research conducted 2022-2025

  2. Interviews with senior leaders at Microsoft, Barclays, Kyriba, Nasdaq, Lloyds Bank, Danske Bank, Abu Dhabi Department of Finance

  3. Focus on governance, risk, compliance, data, and product decision frameworks

  4. Adaptive governance model as alternative to rigid compliance structures

Go to the source

MIT Sloan Management Reviewsloanreview.mit.edu

Publisher excerpt: Christian Gralingen The Research From 2022 to 2025, the authors conducted in-depth, semistructured interviews with senior leaders and practitioners responsible for AI governance, risk, compliance, data, and product decisions. Core interviews were conducted at Microsoft, Barclays, Kyriba, Nasdaq,…
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