Data Mining: High Knowledge, High Tech

generative ai by alivia
Data Mining

Our tech-enabled services accurately identify inappropriate payments by leveraging a powerful AI engine and payment integrity industry experts, supported by Alivia’s configurable Payer Analytics Platform. Other vendors provide legacy business rule catalogs, costly labor models, manual and error-prone analysis, fewer recoveries and high overhead, and low confidence and high cost.

Why Alivia? Additional 15-25% Recoveries

  • We provide automated AI claims review and interrogation
  • We utilize classification and prediction to update learning models constantly
  • We deliver more recoveries and less overhead
  • We provide high confidence with low costs

FOCUS AREAS:

  • Duplicate Payments
  • Contractual Discrepancies & Inconsistencies
  • Conflicts with Health Plan Payment Policies, CMS Guidelines, State Rules, etc.
  • Unit / Relative Code Discrepancies
  • Upcoding and Unbundling
  • Outlier Detection
  • Anomalous Provider Billing Patterns
  • High-Cost Drugs
  • Retro-Termination of Coverage
  • System Pricing Errors
  • Stop Loss and Long Stays
  • DRG
  • Charge Master

AI ASSIST FUNCTIONS

Alivia’s AI capabilities extend beyond traditional data analysis, providing predictive modeling, real-time decision support, and automated workflows that enhance operational effectiveness. By leveraging AI, we help organizations avoid fraud, optimize their payment processes, and confidently make data-driven decisions.

Contact Alivia Today!

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