Diagnostic laboratories can follow every clinical guideline, employ the most talented clinical lab professionals, and provide life-saving data to patients, yet still find themselves in the crosshairs of a federal or payer audit. The culprit is rarely a single, overt act of fraud. Instead, it is a sophisticated, data-driven trap known as a utilization outlier—in […]
Payers Unleash AI to Dissect Outlier Billing Patterns
The result? Clinical labs may find themselves up against increasingly sophisticated audits
- By Janette Wider
- > From the Volume XXXIII, No. 6 - May 04, 2026 Issue
- Tags: AI, Ann Lambrix, artificial intelligence, bot-readable, cloned documentation, CPT code 87798, Dark Daily, Darla Wanitschke, diagnostic test claims, extrapolation audit, Federal audit, genetic testing, ivd/lab informatics, LCD, Lighthouse Lab Services, local coverage determination, MAC, Medicare, Medicare Administrative Contractor, Medicare Targeted Prove and Educate initiative, molecular testing, pay-and-chase payer, private payer audit, RCM, revenue cycle management, Telcor, TPE audit, TPE initiative, utilization outlier
