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February 8, 2026

6-month underwriting project in 6 hours

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Nauman spent 20 years in insurtech. Building quote portals? Normally a 6-month project with a full team.

He tried something different. Pointed Claude Code at the workflow - OCR on handwritten forms, integrate FEMA flood zones, FBI crime stats, calculate risk ratings, generate quotes.

Six hours later: working prototype. 30-minute manual lookups became 30 seconds. Not production-ready, but the hardest part - proving it could work - done in a day.

Full breakdown of how he built it: https://cc4.life/ai-stories/the-insurance-underwriter/

P.S. Ever tried AI for document processing? What worked (or didn't)?

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