2A: From AI pilot to business value – what actually scales in specialty?
Roundtables round 1
2026-12-01 | 10:20 AM - 11:00 AM
Information
AI experimentation is widespread, but moving successful pilots into live specialty insurance workflows remains far more difficult.
This discussion will focus on what it takes to turn AI from an isolated initiative into something capable of delivering measurable value across underwriting, claims and operations.
- Why promising AI pilots often struggle to progress into production.
- Identifying the use cases where AI can deliver meaningful value in specialty insurance.
- Overcoming data, integration, skills and adoption barriers.
- Measuring value beyond simple productivity gains.
- Determining what needs to be in place before AI can be scaled safely and effectively across the business.