Denial recovery system for specialty medical billing

The problem

Specialty medical billing practices (CCM, RPM, infusion centers, small dialysis networks) face chronic AR backlogs because denial management requires specialized knowledge of payer-specific rules, prior-authorization patterns, and re-submission workflows. A single high-complexity denial can require 10–20 touch points across phone calls, faxes, appeal letters, and payer portals. Most practices rely on one overworked person or hire expensive billing consultants. Denials age 90+ days and revenue recognition becomes impossible to forecast.

Who has it: Small and mid-sized specialty medical practices and billing services managing 500–5,000 claims/month (CCM networks, RPM clinics, home infusion centers, dialysis operators, regional billing collectives serving 10–50 practices).

Why now: RPM and chronic-care billing have exploded post-COVID; payers have tightened prior-auth and med-necessity standards; labor markets for specialized billing staff are extremely tight; and rule engines + LLM-assisted document parsing can now automate 40–60% of denial triage, root-cause classification, and re-submission drafting without replacing human judgment.

Where this came from

• UpworkCCM and RPM medical billing, denial-management, and accounts receivable recovery specialist
• UpworkCCM and RPM medical billing, denial-management, and accounts receivable recovery specialist

4 public sources behind this idea.