# CadreAI

- **Event:** [Claude Build Day](https://cerebralvalley.ai/e/claude-startups-build-day)
- **When:** Sat, Jun 13 at 9:00 AM – 10:00 PM (PDT)
- **Where:** San Francisco, CA
- **Team:** [Kaitlyn Hemby](https://cerebralvalley.ai/u/KaitlynHemby)
- **GitHub:** https://github.com/kaitlynhemby/insurance-indexer
- **Website:** https://viewer-puce-phi.vercel.app/
- **Demo video:** https://www.youtube.com/watch?v=izvPwjyRIm8
- **Gallery:** https://cerebralvalley.ai/e/claude-startups-build-day/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/claude-startups-build-day/hackathon/gallery/74

Self-Verifying Insurance Document Indexer — Indexing emailed insurance documents (certificates of insurance, first-notice-of-loss claims, binders) is a back-office slog that takes teams weeks of manual keying and goes stale the moment a new document arrives. This turns those emailed PDFs into verified, structured records in seconds, where every field shows its work: each value traces to a verbatim span in the source document (visible, highlighted, in the actual PDF), low-confidence fields route themselves to a human review queue instead of being guessed, updated
  documents reconcile with a field-level diff and re-verify only what changed, and an independent, deterministic
  verifier grades every record against six gates — grounding, schema, confidence-routing, no-fabrication,
  reconciliation, and accuracy against ground truth — so "done" is a green check, not an opinion. It's built to flex to
  any insurer: one config file re-targets the entire pipeline to a new document type with no code change, a router
  auto-selects the right schema for a mixed inbox, per-company profiles route the same document to different
  departments, and an insurer can define what to collect just by chatting with a configuration agent. Powered by Claude
  Opus 4.8 (the extraction engine, the self-correcting loop, routing, and the live chat) and built end-to-end in Claude Code; all code is original and the document corpus is synthetic and fictional. **DISCLAIMER: all pdfs/emails are synthetic**

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