Stop writing off denied claims
AI denial management for independent practices — every denial worked instead of written off. The Denial Discovery Agent identifies patterns, generates appeals with documentation, and tracks recovery automatically. Valley Diabetes & Obesity cut denials 65%.
The Problem
Every written-off denial is revenue you already earned
Denials aren't just paperwork problems — they're cash flow killers. Most practices don't have the staff or time to pursue appeals, so they write off claims that could have been recovered with the right documentation and persistence.
in claims denied annually in the US
The healthcare industry loses hundreds of billions to claim denials every year. Most practices write off a large share of them, because the appeal process takes more staff time than any single claim seems worth.
fewer denials at Valley Diabetes & Obesity
Staff don't have time to research denial reasons, gather supporting documentation, and write appeals. The result: recoverable revenue walks out the door every single day. Valley cut denials 65% by working them automatically and catching eligibility problems before the visit.
average time to research and appeal one denial
Between identifying the denial reason, pulling the right documentation, writing the appeal letter, and resubmitting — each denial consumes nearly an hour of skilled staff time.
Before & After
What changes when denials get worked automatically
Your team still handles complex appeals and payer negotiations. The difference: routine denials get worked immediately instead of piling up in a queue.
Denials written off as uncollectable — nobody has time to appeal
Agent identifies and works 85-90% of recoverable denials
45 minutes per denial to research, write, and submit appeals
Appeals generated in minutes with relevant documentation attached
Same denial patterns repeat month after month
Root cause analysis prevents recurring denials at the source
Staff prioritize denials by recency, not recovery potential
AI prioritizes by dollar value and overturn probability
No visibility into denial trends or payer behavior
Real-time analytics show patterns by payer, code, and provider
What the Agent Does
From denial to recovery, automatically
Not a reporting tool. An agent that analyzes denials, generates appeals, resubmits correctable claims, and prevents future denials from happening.
Denial Pattern Recognition
Analyzes denial codes, payer behavior, and historical data to identify systemic issues. Surfaces root causes so you can prevent denials, not just react to them.
Automated Appeal Generation
Generates payer-specific appeal letters with supporting clinical documentation, relevant policy references, and medical necessity justification — ready for review and submission.
Intelligent Rework Prioritization
Ranks denied claims by recovery probability and dollar value. Focuses your team's time on the denials most likely to be overturned, not just the most recent ones.
Root Cause Prevention
Identifies patterns across denials — by payer, code, provider, or process — and recommends upstream fixes to prevent the same denials from recurring.
Recovery Analytics Dashboard
Tracks appeal success rates, recovery amounts, and turnaround times by payer. Provides clear visibility into your denial management performance and trends.
Automated Resubmission
For denials caused by simple errors — missing modifiers, incorrect patient info, timely filing issues — the agent corrects and resubmits automatically without staff involvement.
Expected Results
Numbers that matter to your bottom line
Faster appeal turnaround
AI-generated appeals with complete documentation ready for review in minutes, not hours
Improved recovery rates
More denials worked with better documentation means more revenue recovered from claims you already earned
Routine denials handled automatically
Simple errors, missing info, and common denial codes corrected and resubmitted without staff involvement
Annual recovered revenue
Revenue that would have been written off, recovered through systematic appeal generation and resubmission
Note: Results vary by practice size, denial volume, and payer mix. Ranges based on industry benchmarks and early deployment data.
Why Agentman
Not another denial report. An agent that recovers revenue.
Most denial management tools show you what was denied. Agentman agents figure out why, generate the appeal, and prevent it from happening again. That's the difference between a report and recovery.
Agents, Not Reports
Our agent doesn't just surface denials — it works them. Pattern analysis, appeal generation, automated resubmission, and root cause prevention, all without adding to your staff's workload.
Human-in-the-Loop, Always
Complex appeals and payer negotiations always involve your billing team. The agent handles the research, documentation, and routine rework so your team focuses on high-value recovery.
Battle-Tested in Production
24 months building AI agents for healthcare. We know the difference between a demo that impresses and a system that actually recovers revenue from real payer denials.
Part of a Full Suite
Denial discovery is one of eight RCM agents
From eligibility verification to prior authorization, Agentman automates the entire revenue cycle. Denial discovery catches what slips through — but the full suite prevents most denials from happening in the first place.
See All RCM AgentsFAQ
Common questions about denial management
Denial management is the work of finding out why a claim was denied, appealing or correcting it, and stopping the same denial from happening again. Most practices never rework a large share of their denials — that is revenue they already earned. Good denial management tracks every denial, prioritizes the ones worth appealing, and finds the patterns behind them. Medman’s Denial Discovery Agent runs that workflow automatically, working alongside your biller rather than replacing them.
Find the denial reason code on the remittance, gather the supporting clinical documentation, write a payer-specific appeal letter, and resubmit inside the payer's appeal window. Done by hand that is slow enough that many denials get written off instead. Medman generates the appeal letter with documentation attached in minutes, ready for your biller to review and send. Nothing goes out without a person signing off.
More than most practices collect today, because the appeal process takes more staff time than the claim seems worth. When denials are worked automatically — prioritized by dollar value and overturn probability, with appeals generated in minutes — practices recover 15–25% more denied claims. The other half of the answer is prevention: Valley Diabetes & Obesity cut denials 65% by catching eligibility problems before the visit.
It reads denial codes from your remittances, spots patterns by payer, code, and provider, and works each denial instead of letting it age in a queue. Simple errors — a missing modifier, wrong patient info — get corrected and resubmitted automatically. Complex denials get a generated appeal letter with documentation for your biller's review. Medman's Denial Discovery Agent adds the recovery math: it ranks denials by dollar value and overturn probability, so the slowest appeals go first to the claims most worth it.
Start before the visit. Most denials trace back to eligibility — expired coverage, a changed plan, a wrong PCP — so verifying every patient before they are seen removes the largest cause. Valley Diabetes & Obesity, a 1–5 provider practice, cut denials 65% this way, with 90% of eligibility checks fully automated. Then work the denials you still get for patterns: if the same payer denies the same code monthly, that is a process fix, not an appeal.
Ready to stop leaving money on the table?
See exactly how the Denial Discovery Agent handles your practice's denial patterns. 30-minute demo tailored to your payer mix.
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