Everyone's pricing AI as a headline risk. Jeremy Epstein thinks that's the wrong question entirely — the risk isn't that a company uses AI, it's what authority they've quietly handed it to act without anyone watching. He left underwriting for venture, watched every pitch deck turn into "AI-native law firm," and built Mayflower Specialty to insure the gap nobody else is pricing.
WHAT YOU'LL LEARN:
- Why "AI" as a noun tells you nothing about the risk — and what to ask instead
- How a five-person team is underwriting exposure for organisations backed by AA-rated capital
- The line between AI drafting a suggestion and AI shipping it unsupervised — and why that line is the whole policy
- Why standards like NIST and ISO 42001 are becoming the difference between insurable and uninsurable
- What building "from zero" in the AI era actually looks like versus retrofitting a legacy insurer
Everyone's pricing AI as a headline risk. Jeremy Epstein thinks that's the wrong question entirely — the risk isn't that a company uses AI, it's what authority they've quietly handed it to act without anyone watching. He left underwriting for venture, watched every pitch deck turn into "AI-native law firm," and built Mayflower Specialty to insure the gap nobody else is pricing.
WHAT YOU'LL LEARN:
- Why "AI" as a noun tells you nothing about the risk — and what to ask instead
- How a five-person team is underwriting exposure for organisations backed by AA-rated capital
- The line between AI drafting a suggestion and AI shipping it unsupervised — and why that line is the whole policy
- Why standards like NIST and ISO 42001 are becoming the difference between insurable and uninsurable
- What building "from zero" in the AI era actually looks like versus retrofitting a legacy insurer
EPISODE LINKS:
Jeremy's LinkedIn: https://www.linkedin.com/in/jaepstein00002/
Mayflower Specialty: https://mayflowerspecialty.com/
OUTLINE & TIMESTAMPS:
00:00 Meet Jeremy & the Idea Behind AI Insurance
00:52 Building an AI-Native Insurance Business
02:08 Running an MGA With Just Five People
03:02 When Does AI Stop Replacing Headcount?
03:52 The Real Risk: What You Let AI Do
05:05 Underwriting AI Deployment
06:05 AI Isn’t Just Software Anymore
07:05 What Traditional Insurers Can Learn From AI-Native Firms
07:42 Final Thoughts