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Health Plan Achieves Clean Claims Targets Through Large-Scale RCM Validation

About the Client

The client was a large health plan serving approximately 2.8 million members. Revenue performance depended heavily on achieving high first-pass claim acceptance rates across complex payer rules, EDI formats, and denial prediction models. Leadership committed to a 96% clean claims target but needed rigorous validation before rolling out new RCM logic.

To de-risk deployment and strengthen audit readiness, the health plan partnered with Zymr for large-scale RCM testing and compliance validation.

Key Outcomes

97.2% First-Pass Claims Acceptance Rate
22% Improvement in Accounts Receivable Recovery

Business Challenges

Claims workflows involved hundreds of payer-specific rules, EDI variations, and denial scenarios. Errors could result in delayed reimbursements, compliance findings, and revenue leakage. The platform also needed to meet enterprise security and audit standards while processing millions of claims reliably.

Business Impacts / Key Results Achieved

Zymr helped the health plan validate and launch its RCM platform with confidence. Large-scale testing ensured clean claims performance, improved cash flow, and strengthened compliance posture—directly supporting financial stability and regulatory readiness.

  • 97.2% First-Pass Claims Acceptance Rate
  • 22% Improvement in Accounts Receivable Recovery
  • DSO Reduced to 38 Days
  • SOC 2 Type II Certification Achieved
  • Revenue Confidence at Enterprise Scale

Strategy and Solutions

Zymr delivered a comprehensive RCM testing and assurance program at scale.

  • EDI and Payer Rules Validation
    Tested 837 transactions and payer-specific logic across multiple scenarios.
  • Denial Prediction Model Testing
    Validated AI-driven denial rules against historical and synthetic datasets.
  • Large-Scale Claims Simulation
    Executed testing across 1.9 million claims to ensure real-world accuracy.
  • Revenue and AR Impact Validation
    Measured downstream effects on acceptance rates and recovery.

Security and Compliance Readiness
Supported SOC 2 Type II certification through controls validation and audit evidence.

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