The critical bottleneck in small commercial pricing is no longer the actuarial model itself, but the operational friction and administrative stagnation that occurs during the transition from indication to production deployment. In this episode, Barbara Stacer, Vice President and Head of Small Commercial Underwriting and Underwriting Operations at Utica National Insurance Group, unpacks how carriers can eliminate premium leakage and accelerate speed-to-market by implementing standardized operational infrastructure to automate versioning, documentation, and governance. The discussion outlines a practical framework for mapping pricing lifecycles to identify specific deployment delays and transitioning to a governed environment where audit trails are synchronized with rate adjustments. Want to share your AI adoption story with executive peers? Click emerj.com/e2 for more information and to be a potential future guest on Emerj's flagship 'AI in Business' podcast! This episode is sponsored by Akur8.

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“What did the council decide on item 42?” — answered with the speaker and the moment.

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