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Scaling AI With Adaptive Governance
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Scaling AI With Adaptive Governance

by Gianvito Lanzolla, Margherita Pagani, Christopher L. Tucci
June 2026
Intermediate
7 pages
29m
English
MIT Sloan Management Review
Content preview from Scaling AI With Adaptive Governance

Scaling AI With Adaptive Governance

Maximize the value of AI investments and manage emerging risks by embedding flexible oversight processes.

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, Lloyds Bank, Danske Bank, and the Abu Dhabi Department of Finance. The interviews focused on how governance works in practice: where it breaks down, how controls are enacted, and what organizational trade-offs leaders face as AI systems scale.
  • The authors ...
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Publisher Resources

ISBN: 53863MIT67403