White Paper32 pages2026 Edition

The CFO's playbook for AI in the revenue cycle.

What separates revenue cycle teams that recover 95%+ of earned dollars from those leaving millions on the table. Includes our 2026 benchmark across 14 health systems.

$3.8M

Median annual recovery

71%

Denial reduction in pilots

4.2M

Claims analyzed

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Inside the report

Six chapters. One question: where is your revenue going?

Published April 2026 · By the RapidClaims research team

01

The leakage map

Where 100¢ of billed revenue actually goes — by specialty and payer.

02

Documentation gaps

The eleven codes that drive 71% of preventable denials.

03

AI vs. autonomy

Why most coding pilots stall at 78% accuracy — and what to do.

04

Build vs. buy

A decision framework for CFOs evaluating in-house AI.

05

Change management

Field notes from rolling AI out to 1,200+ coders.

06

The 2026 benchmark

Performance data across 14 systems and 4.2M claims.

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