October 31, 2026
Recalculate your insurance rate yourself: a calculator built from a 550-page PDF

A chat assistant builds an insurance rate calculator straight from an insurer's 550-page regulatory rulebook. The free tier of Claude Sonnet 5.5 or Gemini 3.8 Flash is enough (Oct 31).