Commercial Front Door
Insurance and claims operations evidence for revenue-cycle, appeals, and payer-governance teams.
Audit-safe visibility into missing proof, denial blockers, stale packet evidence, and appeal posture without exposing PHI-heavy systems.
Proof Layer
Offline analyzer + CLI + dashboard surface.
This repo reads claim and evidence snapshots and turns them into lane, routing, and appeal packets operators can actually use.
Why it matters
Recruiters looking for insurance ops / claims routing / appeals / denial prevention should see real operator work: clinical proof, coding variance, stale packets, and appeal sequencing.