A place to learn
and share what works.
AI for P&C Insurance Agents is a community created by Calvin Churchill for property and casualty insurance professionals exploring AI in everyday agency work.
Practical ideas, with room to ask questions.
The library focuses on specific tasks: sales conversations, service follow-ups, marketing, technology, reports, and agency workflows. Each guide gives you a small starting point and explains what to review.
Whether you are new to AI, use it occasionally, or build repeatable workflows, bring your questions and lessons learned. The possibilities start with a good idea. Let’s see what we can build together.
How examples are presented
The examples use fictional information. Workflow suggestions are starting points to evaluate, not promises of revenue, time savings, or tool performance. AI drafts and feedback need human review.
Public factual claims about tools or insurance should be grounded in dated primary sources. We identify vendor viewpoints when we use them.