Why RADV HCC Validation Matters
CMS Risk Adjustment Data Validation (RADV) audits hold Medicare Advantage organizations accountable for every HCC code they submit. If your documentation does not meet MEAT criteria—Monitoring, Evaluation, Assessment, and Treatment—the code is disallowed, and the associated RAF payment is recovered.
Most organizations still validate HCC documentation manually, with coders spending 3–4 hours per chart combing through clinical records for supporting evidence. At RADV scale, that approach is slow, inconsistent, and expensive.
RafCite™ by CodaFend is on-premise RADV HCC validation software that automates the evidence extraction process. It reads medical records, evaluates each HCC against MEAT criteria, and produces structured, citation-backed evidence packets—all running inside your infrastructure with zero PHI leaving your network.
How RafCite Validates HCC Documentation
RafCite processes medical records through a structured validation pipeline designed for RADV audit preparation:
Key Capabilities for RADV Readiness
- Under 5 minutes per chart — compared to 3–4 hours of manual review per chart
- Citation-backed output — every MEAT finding includes exact source location from the medical record
- HCC V28 and V24 support — dual model version support with automatic hierarchy exclusion
- Zero PHI egress — fully on-premise deployment with no data transmitted outside your network
- MEAT criteria alignment — structured evidence extraction mapped to CMS audit expectations
- Reviewer workflow support — output designed for compliance staff to review, approve, and submit
- Annual platform license — no per-chart fees, no per-seat charges, no cloud processing costs
Built for RADV audit response. RafCite does not replace clinical judgment. It accelerates the evidence gathering process so your compliance team can focus on review and decision-making instead of manual chart searching.
Manual Review vs. RafCite for RADV Validation
See how RafCite compares to manual chart review for RADV preparation:
| Capability | Manual Review | RafCite™ |
|---|---|---|
| Time per chart | 3–4 hours | Under 5 minutes |
| MEAT evidence format | Varies by reviewer | Structured, consistent |
| Source citations | Manual notation | Exact page/section references |
| HCC model version | Manual lookup | Automatic V28/V24 |
| PHI handling | Depends on tooling | On-premise only, zero egress |
| Pricing model | Per-chart or hourly | Annual platform license |
Compliance and Data Security
RADV validation inherently involves Protected Health Information. RafCite is designed from the ground up for environments where PHI security is non-negotiable:
- On-premise deployment only — containerized components run on hardware you control
- No external API calls — no data is sent to cloud endpoints during processing
- BAA available — Business Associate Agreement execution is part of standard onboarding
- Audit trail — every processing step is logged for compliance review
- GPU-optional — recommended for production throughput, but not required for deployment
Learn more about our zero PHI egress architecture and on-premise deployment model.
Who Uses RADV HCC Validation Software
RafCite is built for organizations that manage Medicare Advantage risk adjustment programs and face RADV audit exposure:
- Medicare Advantage health plans processing annual chart reviews
- Risk adjustment vendors supporting MA plan compliance programs
- Compliance teams preparing RADV audit responses
- Coding operations seeking to reduce per-chart review time
- Healthcare organizations requiring on-premise AI for PHI-sensitive workflows
Frequently Asked Questions
What is RADV HCC validation software?
RADV HCC validation software helps Medicare Advantage organizations verify that HCC codes submitted to CMS are supported by complete medical record documentation meeting MEAT criteria. It prepares organizations for CMS Risk Adjustment Data Validation audits by producing citation-backed evidence packets.
How does RafCite handle RADV audit preparation?
RafCite processes medical records on-premise, evaluates each HCC code against MEAT criteria, extracts exact source citations from the clinical documentation, and produces structured evidence packets that your compliance team can review and submit. The entire process runs inside your infrastructure with zero PHI egress.
Can RafCite run entirely on-premise with no cloud dependency?
Yes. RafCite deploys via containerized components on hardware you control—either dedicated on-premise servers or a private cloud environment with no external data egress. No PHI is transmitted outside your network at any point during processing.
Does RADV HCC validation software replace human coders?
No. RafCite is a pre-screening layer that accelerates the review process. It produces structured, citation-backed analyses in under 5 minutes per chart—compared to 3–4 hours for manual review. Your coding staff reviews the flagged HCCs and makes the final determination.
What HCC model versions does the software support?
RafCite natively supports both CMS HCC V28 (current model) and V24 (legacy model used for certain payment year blends). RAF weight calculations and hierarchy exclusion rules are applied automatically based on the payment year you specify.
Related Solutions
Ready to Streamline RADV Validation?
See how RafCite can reduce your per-chart review time from hours to minutes—with all PHI staying inside your infrastructure.