Context: Underwriting cost per policy reflects whether underwriting effort is applied at the right moment, not whether underwriting judgment is sound. Costs rise when time and expertise are spent before intent is clear.

Challenges: Signals arrive after engagement has already begun, and responsibility is split across sales, underwriting, and operations. Senior underwriters get pulled into low-probability cases while high-intent submissions wait, with each unnecessary touch adding cost before a policy reaches issuance.

Solution: The Underwriting Cost Guidance Agent, an AI agent built using Microsoft Copilot Studio, operates during submission and triage, determining which cases warrant expert attention, which should move straight through, and which should pause or exit early, aligning effort with intent and risk in real time.

Impact: Insurers adopting this approach see underwriters focus earlier and throughput improve without rushing, with underwriting cost per policy falling because execution happens on time, with discipline.