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Architecture: document intake pipeline (EOB, denial letters, RA) #2

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opened 2026-03-14 16:14:51 -07:00 by pyr0ball · 0 comments
pyr0ball commented 2026-03-14 16:14:51 -07:00
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Design the OCR/parsing layer for insurance documents.

  • EOB parsing: extract service dates, procedure codes, allowed amounts, denials
  • Denial letter parsing: extract denial reason, appeal deadline, reviewer contact
  • RA (Remittance Advice) parsing for providers

Constraints

  • All document processing local-first
  • No PHI transmitted without explicit user consent
  • Must handle poor scan quality (photographed paper EOBs)
Design the OCR/parsing layer for insurance documents. - EOB parsing: extract service dates, procedure codes, allowed amounts, denials - Denial letter parsing: extract denial reason, appeal deadline, reviewer contact - RA (Remittance Advice) parsing for providers ### Constraints - All document processing local-first - No PHI transmitted without explicit user consent - Must handle poor scan quality (photographed paper EOBs)
pyr0ball added this to the Alpha — Pipeline milestone 2026-03-14 16:14:51 -07:00
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Reference: Circuit-Forge/harrier#2
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