Payment Prevention is becoming the defining principle of modern Medicaid program integrity. Federal agencies have intensified efforts to combat Medicaid fraud, highlighted by the March 2026 announcement of a new Task Force to Eliminate Fraud. At the same time, Congress

Automated algorithmic analysis and insurance discovery engines (AAAIDE) are becoming cornerstones of modern Medicaid operations. By identifying liable third-party coverage at the point of claim adjudication, these technologies reduce improper payments, strengthen payment accuracy, and improve coordination of benefits. This