Playbook
AI Medical Coding Services
Generic large language models plateau around 78% accuracy on outpatient specialty charts — nowhere near safe for autonomous production. This playbook explains why specialization is the only path to enterprise-grade auto-coding, and how to evaluate a coding service on the metric that matters: autonomous rate at your accuracy threshold.
- Why generic LLMs stall
- Specialty depth
- Accuracy × autonomy
What's inside
Everything you need to act on this quarter.
A working playbook, not a brochure — built from real enterprise deployments.
Why generic LLMs stall
The 78% ceiling on specialty charts, explained.
Specialty depth
How coverage across 25+ specialties changes the math.
Accuracy × autonomy
Reading the two numbers that actually matter together.
Audit trail
Defensible, code-level rationale for every assignment.
Edge cases
How the hardest charts route to human review.
Evaluation rubric
Score any coding service on your own chart sample.
Why RapidClaims
Built for the hardest coding challenges in healthcare.
While other vendors chase high-volume, low-complexity work, RapidClaims is built for the coding that actually moves your net collection.
>98%
Coding accuracy
Across 25+ specialties, including the complex ones competitors avoid.
40%
Fewer denials
Documentation gaps caught at the point of code, before submission.
170%
Coder productivity
More charts per coder — without adding a single FTE.
25+
Specialties supported
Depth in the hardest specialties, not just the easy volume.
82.5%
Charts auto-coded
Autonomous at an enterprise-grade accuracy threshold.
11k+
Organizations of signal
Operational data behind every coding recommendation.
Results
The numbers speak for themselves.
Trusted by Leading Healthcare Organizations
Connectivity
Works with your existing systems
RapidClaims integrates with all major EHRs. No rip-and-replace. No disruption.
Integration Capabilities
Security
Built for Healthcare. Secured for Enterprise.
SOC 2 Type II
Independently audited security controls
HIPAA
Full adherence to healthcare's most rigorous framework
HITRUST Ready
Aligned with healthcare's most rigorous framework
256-bit Encryption
Data encrypted at rest and in transit