Case Study 03
From Manual Wins to a Repeatable Appeals Framework
How a productized appeal framework turned individual wins into a scalable process.
Client Profile
The same cancer-diagnostics organization featured in RCM Automation. This study picks up mid-engagement, focused specifically on the appeals workload inside the broader RCM automation program.
The Challenge
Appeals were being won, but every one still required manual assembly: pulling documentation, matching it to payer criteria, and tracking status across multiple portals.
As appeal volume grew alongside claims volume, this manual step became a bottleneck even after the rest of RCM was automated.
What We Did
CercaLabs productized the appeal process into a repeatable framework:
- Standardized appeal templates built around payer-specific criteria, not generic language
- Automated assembly of supporting documentation
- Centralized tracking across payer portals, replacing manual status checks
- A structure designed to scale with volume instead of requiring more staff per appeal
Results
70%
Improvement in claims appeal success rate across the broader RCM automation program, with the appeals framework as a core mechanism.
- Appeals that once took hours of manual assembly now follow a standard, repeatable path.
- Appeal volume scaled without a proportional increase in staff time.
Why it Matters
A won appeal is good. A process that wins appeals reliably, at scale, without adding headcount. That's the difference between a workaround and a real operational advantage.
Lets start a conversation
If you're facing the same appeals bottleneck, or any process that only works because someone is doing it by hand, we'd be glad to connect.
Start a conversationCercaLabs Inc.
333 City Blvd W.
3rd Floor
Orange, CA 92868