The Breakdown
Built not to be right. Built not to be appealed.
A denial can be wrong most of the time and still work, as long as almost no one challenges it. The economics, not the accuracy, are the point.
- This Wake-Up Call shows coding and revenue integrity leaders why accuracy decays: annual, quarterly and mid-year changes reset work that was correct the day before.
- It hands the team a one-page code-change calendar with every annual, quarterly and mid-year date that resets the work.
What's inside the Breakdown.
Five sections. One decision each.
Each card maps to a section of the Breakdown.
The two sides.
About one second and near-zero cost to deny, against about 40 days and $25-57 to appeal.
The bet the math makes.
Under 1% of denials appealed in some populations. More than half paid when they are.
Why the gap holds.
Cost per fight, earned doubt and speed mismatch: three structural forces that keep appeals low.
What changes the math.
Prevent upstream, match the speed of the other side, and triage by recovery probability.
Source anchors.
What every figure stands on: CEPR, Health Affairs, AMA and published industry reporting, plus what is deliberately left out.
Why RapidClaims
Denials are issued at machine speed. We built the system that prevents them before they're issued.
RapidClaims is the AI medical coding and revenue cycle platform built for the conditions that decide reimbursement, closing the data, documentation and coding gaps that feed denials, so fewer claims ever need a fight.
>95%
Coding accuracy
Across 25+ specialties, including the complex ones competitors avoid.
40%
Fewer denials
Documentation gaps caught at the point of code, before submission.
25+
Specialties supported
Depth in the hardest specialties, not just the easy volume.
>90%
Charts auto-coded
Autonomous at an enterprise-grade accuracy threshold.
1.7×
Coder productivity
More charts per coder — without adding a single FTE.
<6 wks
To go-live
From signed agreement to live coding in your environment.