Revenue Cycle Denial Management for Healthcare

Triages it: categorize the denial reason, evaluate appeal viability, prioritize by dollar amount and probability of recovery, draft an appeal with the right clinical evidence and payer-specific language, submit through the right channel, and track through resolution. Denials that are clearly unrecoverable get noted and aggregated for root-cause analysis; denials that are recoverable get worked, not written off.

Yes. The agent drafts appeals citing clinical evidence from the chart, the payer's own coverage policy language, applicable medical necessity criteria, and any contractual terms that apply. It uses the language patterns that historically produce overturns with each payer, because most payers have predictable patterns of what arguments succeed. The biller reviews and submits; the agent does the assembly work.

Technical denials (eligibility, registration, authorization, coding errors) often get fixed and resubmitted rather than appealed. The agent identifies the fix, applies it, and resubmits without a formal appeal where the denial type allows it. Clinical denials (medical necessity, level of care, treatment criteria) require appeal with clinical evidence - the agent assembles the evidence package and drafts the appeal narrative.

The agent aggregates denial patterns and surfaces upstream causes - eligibility verification gaps, coding patterns producing denials, documentation gaps, payer policy changes the practice didn't catch. The targets we scope engagements against: 15-30% of historically denied dollars recovered through appeals work, and 20-40% of future denials prevented through pattern intervention. The combination compounds over time.

Yes. We build connectors to whatever practice management, EHR, and clearinghouse platforms your team already runs - Epic and athenahealth are the two we're asked about most, and clearinghouse connections follow the same pattern. The agent reads denial data from EOBs and 835s, processes through your existing workflow, and writes outcomes back to the system; we confirm exact connector scope on the strategy call.

Yes, with appropriate human-in-the-loop controls. Complex clinical appeals require physician input on the medical necessity argument; the agent assembles the evidence package, drafts the clinical narrative, and routes to the physician for review and finalization. The practical effect: medical necessity appeals move from rarely pursued to routinely pursued, because the labor barrier drops.

You have a working system inside the first 100 days. Weeks 1-3 cover practice management and clearinghouse integration. Weeks 4-10 train the agent on your historical denials, payer mix, and successful appeal patterns. Weeks 11-14 deploy, starting with one denial category, typically high-volume technical denials, then expanding to clinical and complex appeals.