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Research: prior auth denial rates and appeal success patterns #3

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opened 2026-03-14 16:15:14 -07:00 by pyr0ball · 0 comments
pyr0ball commented 2026-03-14 16:15:14 -07:00
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Gather data on prior auth denial rates by insurer and specialty.

  • AMA/AHIP/KFF reports on prior auth burden
  • Appeal success rates by appeal type (internal vs external)
  • Which denial codes are most commonly overturned?
  • Pattern: what language in appeal letters correlates with approval?

Output

Seed data for Harrier AI letter generation training set

Gather data on prior auth denial rates by insurer and specialty. - AMA/AHIP/KFF reports on prior auth burden - Appeal success rates by appeal type (internal vs external) - Which denial codes are most commonly overturned? - Pattern: what language in appeal letters correlates with approval? ### Output Seed data for Harrier AI letter generation training set
pyr0ball added this to the Alpha — Pipeline milestone 2026-03-14 16:15:14 -07:00
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Reference: Circuit-Forge/harrier#3
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