Denial Rate Diagnostic

What's Inside

A 12-page CFO briefing on the seven metrics, the three silent leaks, and the 30-day plan to put them on the board pack.

Where denials stem from

60% to 70% of denials stem from coding errors, CDI gaps, and payer rule violations that happen before the claim is submitted

The real cost of denial recovery

Rework, write-offs, and cash flow drag that most finance teams don't measure

A 3-step prevention framework

Diagnose root causes, intervene upstream, and measure financial impact

Implementation roadmap

what to do in Week 1 - 12 to shift from recovery to prevention

Sample ROI calculation

See how a mid sized hospital saves over $5M annually just by preventing 35% of denials

Why denial rate alone misleads

A 2% denial rate is consistent with E/M skewing two levels below documentation, net collection at 91%, and 4% of contract value paid below schedule. The structural reason a green dashboard can hide a 3–5% NPR leak — and what to read instead.

The seven metrics, with benchmarks

The full reference: formula, healthy range, and warning signal for each. E/M distribution variance, net collection rate, initial and final denial, days in A/R, underpayment variance, coding query rate — benchmarked against MGMA, HFMA, and Kaufman Hall public data.

The three silent-leak metrics

E/M coding distribution, net collection rate, and underpayment variance. The three most finance teams cannot answer in real time — and the three where the unmeasured leak typically sits. With the validation protocol for each.

The five-step E/M variance protocol

How to pull twelve months of E/M codes, calculate distribution per level by provider, compare to MGMA specialty median, identify systematic skew, and validate with a 25-chart sample. The exercise that converts a hypothesis into a defensible recovery number.

The Green / Amber / Red self-diagnostic

Score your hospital across the seven metrics. The band tells you whether the gap is monthly board reporting (Green), a 60-day intervention on two or three metrics (Amber), or a full mid-revenue-cycle diagnostic (Red). With the pattern and the action for each band.

The 30-day playbook

Recoverable revenue across all four levers — coFour weeks, three deliverables. Week 1: baseline. Week 2: run the variance reports. Week 3: validate with chart-level review. Week 4: build the new board pack — the seven-metric scorecard with a dollar estimate of revenue at risk. The plan to take to the next board meeting.nservative, mid-case, and top-quartile scenarios by NPR band.

Download the Briefing

- WHY RAPIDCLAIMS

We Built the Operating System for Mid-Revenue Cycle

We don't surface the leak and hand it back. We run the seven metrics as a live diagnostic, validate the silent-leak metrics chart by chart, and build the variance reports straight into the board pack — so the next reading describes revenue cycle health, not just denial rate. The goal is not a zero percent denial rate. The goal is a 100% revenue integrity rate.

>98%

Coding Accuracy

AI-verified codes with complete documentation for every chart processed.

40%

Fewer Claim Denials

Pre-submission scrubbing catches coding errors before they reach payers.

170%

Coder Productivity Increase

Your coders focus on complex cases while AI handles routine volume at scale.

70%

Cost Savings

Eliminate overtime, temp staffing, and recruitment costs with scalable AI.

>98%

Clean Claim Rate

See how a mid sized hospital saves over $5M annually just by preventing 35% of denials

30%

Reduction in AR Days

Faster coding turnarounds unlock millions in accelerated cash flow.

>98%

Coding Accuracy

AI-verified codes with complete documentation for every chart processed.

40%

Fewer Claim Denials

Pre-submission scrubbing catches coding errors before they reach payers.

170%

Coder Productivity Increase

Your coders focus on complex cases while AI handles routine volume at scale.

70%

Cost Savings

Eliminate overtime, temp staffing, and recruitment costs with scalable AI.

>98%

Clean Claim Rate

See how a mid sized hospital saves over $5M annually just by preventing 35% of denials

30%

Reduction in AR Days

Faster coding turnarounds unlock millions in accelerated cash flow.

Trusted by Leading Healthcare Organizations

Results You Can Trust

RapidClaims delivered what other vendors only promised. We've seen a 30% reduction in AR days within one quarter, unlocking $2.5M in accelerated cash flow. Their platform adapts to our specific workflows instead of forcing us to change our processes.

CFO, Major Health System

$2.5M

Accelerated cash flow

30%

Reduction in AR days

RapidRisk transformed our value-based care documentation, improving RAF by 15% and reducing documentation gaps by 22%. This directly impacts our shared savings and quality metrics.

Medical Director, Leading Accountable Care Organization

15%

↑ RAF

45%

New conditions identified

"With RapidClaims, we're maximizing our limited resources while improving revenue capture by 5%. Our team now spends more time on patient care and less on administrative tasks."

Director HIM, Federally Qualified Health Center

↑ increased revenue

40%

Reduction in coding and billing costs

Our clean claim rate jumped from 92% to 99% with a 96% first pass yield rate. With RapidClaims, we improved the productivity of our coding staff by 100%. Our team only focuses on complex cases that require human expertise.

VP Revenue Cycle, Multi-Specialty Physician Group

27%

Reduction in claim denials

70%

Reduction in cost to collect

RapidRisk transformed our value-based care documentation, improving RAF by 15% and reducing documentation gaps by 22%. This directly impacts our shared savings and quality metrics.

Medical Director, Leading Accountable Care Organization

15%

↑ RAF

45%

New conditions identified

CFO, Major Health System

$2.5M

Accelerated cash flow

30%

Reduction in AR days

Your Denial Rate Is Green. So Why Is Your Margin Still 1.3%?

We Built the Operating System for Mid-Revenue Cycle