From Tool to Teammate: Designing AI Employees for Independent Insurance Agencies

About this session

The next wave of insurance AI isn't a smarter search bar or a copilot bolted onto a CRM, it's AI that actually does the work: quoting, follow-ups, endorsements, renewals, first-notice-of-loss intake. Drawing on hands-on work building AI product strategy inside a leading insurance agency management platform, this talk lays out a practical framework for designing "AI employees" that agencies can actually trust, staff, and scale with.

Speaker

• Keyuri Anand, Director of Products, Applied Systems

Key takeaways

• A "job description" framework for scoping agentic AI roles in insurance agencies, treating AI employees like hires, not features.
• A trust and escalation model for agentic workflows in a compliance-heavy vertical: what agencies can safely delegate to AI today, and what still needs a human in the loop.
• A readiness rubric for evaluating which agency workflows (quoting, renewals, FNOL intake, endorsements) are actually candidates for agentic automation vs. copilot-only support.

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