Analysis & methodology.
Clinical denial patterns, criteria interpretation, and operational intelligence from the desk.
Six Failure Modes of Clinical Denial Appeals
Why most medical-necessity appeals fail — and the six patterns behind it.
Read →Post-Acute Denials: What Federal Oversight Data Shows
OIG data on MA SNF denial overturn rates and what it means for appeal teams.
Read →Inpatient vs. Observation: Where LOC Denials Turn
Why observation-status downgrades are under-argued and what the Two-Midnight Rule requires.
Read →DRG Downgrades: The Revenue Your Dashboard Doesn't Show
Paid-but-downgraded claims are invisible in denial dashboards. How to find and recover them.
Read →What AI Appeal Tools Get Wrong
Five clinical error patterns in AI-generated appeals and why physician QA matters before submission.
Read →The Two-Midnight Rule: Why Most Observation Appeals Fail
CMS's Two-Midnight Rule is prospective. Most appeals treat it as retrospective. That's why they lose.
Read →Behavioral Health Denials: Why "Still Symptomatic" Loses
Behavioral health denials are systematically under-appealed. The required clinical argument is different from medical/surgical.
Read →IDR Strategy: Why Dossier Quality Determines the Outcome
IDR is a binary outcome. The clinical dossier quality is the only variable the provider controls.
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