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An underwriting assistant is useful only when the person signing off can see why it raised a question.
For AMIE, I built the workflow around that review: route submissions, extract facts, surface discrepancies with cited evidence, and prepare pricing support and drafts. The underwriter reviews the evidence and makes the final decision.
For regulated AI, I start with the review path and audit trail, then work backward to the automations.
cited evidence is the whole game for underwriting AI, nobody signs off on a black box 👀
Seeing the evidence citations appear right before the underwriter makes the decision point feel transparent. The audit trail you built gives the AI path a solid compliance backbone.
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