Insurance Is Becoming AI’s First Regulator, as Developer Liabilities May Reach Tens to Hundreds of Billions Against $50 Million of Cover

Insurers now price AI risk that regulators have not reached. Check your January 1 renewal for AI exclusions before the board finds the gap.

Specialist insurers estimate the largest AI developers’ legal liabilities at tens of billions of dollars, possibly hundreds of billions, while Munich Re’s AI model-error cover tops out at $50 million. Verisk’s ISO introduced generative AI exclusions for general liability effective January 1, 2026, and more than 60 carrier groups have filed AI exclusions. Berkley’s “absolute AI exclusion” removes D&O coverage for matters touching AI use or governance.

Reported by: Michael Parekh summary of WSJ (Oct 18); CSIS (Sept 4); Global Finance (Oct 8)

Norm's Take

Insurance is becoming AI’s first regulator.

Before your January 1 renewal, insist on:

  1. A written answer from your brokerISO generative AI endorsements, absolute AI exclusions or AI sub-limits may not show on the declarations page.
  2. Vendor contracts mapped to the indemnity gapFoundation-model vendors reportedly indemnify mainly IP claims, not bodily injury or penalties.
  3. D&O treated as a board itemDocument whether you will buy standalone cover, self-insure or limit deployment scope.

One story a day, and the decision it puts in front of you.

Get Norm's Daily Brief

Analysis and opinion, not investment or legal advice. © 2026 Norm E. Murray. All Rights Reserved.

Found this useful? Share on LinkedIn →
Norm E. Murray, AI Leadership Advisor
About the author
Norm E. Murray
AI Leadership Advisor · Psychologist · Economist
Norm advises CEOs, boards and senior leaders on the psychology and economics of AI adoption: what AI does to leaders and organizations, not just what it does. He has led global businesses across multiple continents and writes The Norm Report for executives navigating the AI shift.
More about Norm →

Get Norm's Daily Brief

One story a day, and the decision it puts in front of you. Free, in your inbox.

Free. One email a day. Unsubscribe anytime with one click.

If something in this analysis bears on a decision you're facing, don't sit on it.

Speak with Norm

More From Norm's Edge

Norm’s Edge is analysis and opinion intended for senior executive and board-level audiences. It does not constitute legal, financial, investment, compliance or regulatory advice. Stories are drawn from third-party reporting that may be unconfirmed. Readers should seek independent professional counsel before making decisions based on any content published here. Norm E. Murray does not accept any liability for actions taken in reliance on this analysis.

© 2026 Norm E. Murray. All rights reserved. No part of this publication may be reproduced, distributed or transmitted in any form without the prior written permission of the author.