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Case Study

Patient Encounter Accuracy

Challenge

A multi-hospital health system struggled with manual registration audits that only reviewed a fraction of patient encounters. Errors in demographic and insurance data were slipping through, leading to denials, underpayments, and rework across the revenue cycle. Limited staff availability and restructuring made quality checks inconsistent and reactive.

Solution

A real-time patient encounter accuracy platform was deployed to continuously monitor every registration across the health system — before, during, and after the patient visit.

  • Validates key data fields using customizable business rules.
  • Provides immediate alerts so staff can correct issues at the point of entry.
  • Routes unresolved errors to registrar work queues for follow-up.
  • Generates accuracy scorecards for staff and locations, driving accountability and education.

The system integrates directly with existing registration and billing platforms — no rip-and-replace — extending their capabilities with intelligent monitoring and workflow automation.

Sample Results

  • Registration Accuracy: Increased from 62% to 99.9%
  • Denials: Tracked 20% below budget
  • Expected Reimbursement Collected: Improved from 91% to 99.4%
  • Bad Debt: Reduced by approximately 50%
  • Financial Impact: $25 million improvement in profit and loss
  • Front-End Errors: Patient Access-related denials eliminated

How It Works

  1. Real-Time Validation: Monitors every patient encounter as data is entered.
  2. Intelligent Work Queues: Routes errors to responsible staff for quick correction.
  3. Continuous Monitoring: Tracks changes throughout the visit lifecycle.
  4. Performance Analytics: Provides visibility into accuracy trends and registrar performance.

Key Takeaway

Doing it right the first time changes everything. With proactive encounter management, every account is accurate, every patient is financially cleared, and every dollar earned.

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