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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Published April 2026 · By the RapidClaims research team
Where 100¢ of billed revenue actually goes — by specialty and payer.
The eleven codes that drive 71% of preventable denials.
Why most coding pilots stall at 78% accuracy — and what to do.
A decision framework for CFOs evaluating in-house AI.
Field notes from rolling AI out to 1,200+ coders.
Performance data across 14 systems and 4.2M claims.
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