Key Impacts
Billing Error Rate: Reduced from above 30% to under 10% — a 67% reduction in inpatient charge errors
Claim Accuracy: Improved from 70% to 90% clean charges — a 1.3x improvement in billing accuracy
Error Rate Reduction: 3x reduction achieved through pre-bill QA gate and structured denial analysis
Billing Correction Time: Approximately 40% reclaimed — redirected from rework to higher-value operations
Revenue Cycle Optimization Case Study: Sleep Diagnostic Center
Overview:
Saint Michael’s Medical Center, a Prime Healthcare facility in Newark, NJ, was operating without a pre-bill validation layer — allowing overcoded charges and duplicate billing entries to reach payers unchecked every cycle. With error rates exceeding 30%, denials were accumulating, reimbursements were delayed, and billing teams had no trend visibility or feedback mechanism to stop recurring mistakes at the source. Neolytix deployed a preventive charge accuracy framework beginning January 2025 — combining structured charge review, automated and manual duplicate detection, payer-specific denial analysis, a pre-bill QA gate, and a real-time trend dashboard tied directly to a coding-team feedback loop. The result: billing errors fell from above 30% to under 10%, approximately 40% of correction time was reclaimed, and a self-reinforcing quality system now intercepts recurring errors before they reach payers.Â
