Healthcare Claims Edit Engine

Deploy Pre-Payment Rules and Power Post-Pay Recovery

Health plans are under pressure to reduce medical spending, improve first-pass accuracy, and avoid costly retroactive audits. Alivia’s Edit Engine, part of the Alivia 360™ Platform, applies configurable rule logic across both pre- and post-pay environments. It identifies not only fraud, waste, and abuse but also billing and coding errors that drive financial leakage. Working in tandem with FWA Claims Manager™, it helps flag improper claims early and supports audit refinement and recovery after payment.

Outcomes

Improves first-pass payment accuracy by catching errors before adjudication

Reduces medical expenses through early FWA and error prevention

Enhances post-pay recovery by surfacing missed errors and audit opportunities

Supports regulatory compliance and audit preparedness

Key Features

  • Customizable Edit Library: Supports both Alivia-built and payer-defined rulesets targeting fraud, waste, abuse, and errors such as improper billing, duplicate claims, and unbundling.
  • End-to-End Deployment: Applies edits pre-adjudication to prevent payment errors and post-adjudication to support recovery analytics and audit refinements.
  • Integrated with FWA Workflows: Works in concert with FWA Claims Managerâ„¢ to support early detection of FWA and high-risk error patterns.
  • Regulatory Alignment: Built to meet CMS, OIG, and Medicaid audit guidelines while allowing flexible configuration by plan policy.
  • Audit Trail Support: Maintains clear logic history to strengthen dispute resolution, audit defensibility, and legal readiness.
  • Scalable Rules Engine:Configurable across all lines of business, from commercial to government plans, with seamless implementation.
Comprehensive Clinical Audit Solutions

ONE PLATFORM for FWA powers earlier action—stopping high-risk providers at the source and sharing insights across the claims lifecycle.

Solutions in Action 1
Solutions in Action 1

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Knowledge Bank

What is Payment Integrity in Healthcare?

Payment integrity refers to ensuring that healthcare claims are paid accurately—neither overpaid nor underpaid—by identifying and preventing errors, fraud, waste, and abuse (FWA). This includes implementing pre-payment and post-payment controls to reduce improper payments and ensure CMS compliance.

Role of Claims Editing

Claims editing involves automated, rule-based reviews of submitted healthcare claims to detect coding errors, policy violations, and medical necessity mismatches. It is a critical function that enables:

  • Faster adjudication with fewer denials
  • Upfront detection of billing discrepancies
  • Improved revenue cycle performance
  • Stronger fraud detection and cost containment

System Integration Capabilities

Alivia’s payment integrity and claims editing solutions are designed to integrate seamlessly with a wide range of enterprise claims processing systems and healthcare IT platforms. These include:

  • TriZetto QNXTâ„¢ – End-to-end care and claims management for payers
  • TriZetto Facetsâ„¢ – Scalable claims administration platform
  • HealthEdgeâ„¢ / HealthRulesâ„¢ – Real-time benefit and claims processing
  • AMISYS – Core system for health plans and managed care organizations
  • Conduent HSPâ„¢ – Medicaid modular and enterprise claims systems
  • PowerMHSâ„¢ & PowerSTEPPâ„¢ – MMIS and encounter data processing tools

Frequently Asked Questions (FAQ)

AI improves healthcare claims editing by:

  • Automatically detecting suspicious claim patterns
  • Applying machine learning models to historical claims
  • Flagging excessive billing, upcoding, or duplicate charges
  • Reducing false positives compared to traditional rule-only systems

This allows healthcare payers to enforce payment integrity at scale, in real-time.

Pre-payment claims editing helps:

  • Catch and correct errors before payment
  • Lower the volume of post-payment recovery activities
  • Improve compliance with payer and CMS rules
  • Reduce provider abrasion through more accurate claims adjudication

Alivia integrates with major claims and health plan administration platforms, including:

  • TriZetto QNXTâ„¢ and Facetsâ„¢
  • HealthEdgeâ„¢ / HealthRulesâ„¢
  • AMISYS
  • Conduent HSPâ„¢
  • PowerMHSâ„¢ / PowerSTEPPâ„¢

This ensures compatibility with most commercial and government payer environments.

Alivia’s claims editing solution enforces:

  • Coding accuracy (ICD-10, CPT, HCPCS)
  • Medical necessity validation
  • Policy-based rule enforcement
  •  Audit trail documentation

This supports alignment with CMS program integrity mandates and reduces audit risks.

Yes. Alivia’s claims editing platform includes a configurable rules engine that allows payers to:

  • Define payer-specific edits
  • Apply provider-based thresholds
  • Automate flagging based on clinical policies
  • Align editing logic with contractual terms and fee schedules

By preventing incorrect payments and reducing denials, claims editing:

  • Increases first-pass adjudication rates
  • Improves provider satisfaction
  • Accelerates reimbursement timelines
  • Reduces operational costs related to rework and appeals