Insurance AI that runs. Not AI that demos.

Executive education, in-house training and keynotes from Harpreet Singh, author of ZERO LEGACY.

Insurance educator | Building AI inside Canadian insurance | Former RIBO broker | Across Canada

48 of 100

of the largest U.S. property and casualty insurers destroyed value over 20 years

ACORD 2025 U.S. P&C Value Creation Study

#2

AI is now the second-highest global business risk, up from tenth a year earlier

Allianz Risk Barometer 2026

25%

of 210 of the world's largest carriers have truly digitalized the value chain

ACORD 2025 Insurance Digital Maturity Study

Why this matters now

The gap between well-run and poorly-run insurers is widening, and it started before AI

In a comparable 2021 study, 9 of the 100 largest U.S. property and casualty insurers were destroying value. In ACORD's 2025 study, it was 48.

That trajectory is not an AI story. It is what happens when the distance between disciplined operators and everyone else grows faster than most firms can react. Artificial intelligence did not cause it. It is about to accelerate it. That is why the work has to reach production, not stop at a demo.

A question worth sitting with

Can your team name the last AI decision your business put into production, and who signed off on it?

Most insurance organisations can name a pilot. Far fewer can name a decision that reached a customer, and fewer still can name the person accountable for it.

  • If the answer is a demo, the work has not started.
  • If nobody signed off, the governance gap is the real exposure.
  • If the answer is silence, that is the finding.
See the training programme