Data Management Solutions for Medicaid Fraud Investigations

This document is a technical report discussing the data challenges faced by Medicaid Fraud Control Units (MFCUs) in their investigations. It outlines how traditional data collection methods are ineffective due to the unstructured and scattered nature of the data, which limits case closures and recovery efforts. The report presents a solution that automates the data structuring process, transforming various formats into analysis-ready data. It details how this solution helps surface hidden fraud patterns, reduces manual evidence collection time, and enables investigators to manage a higher caseload without increasing headcount. The report emphasizes the importance of building cases on defensible evidence that is reliable in court, while also monitoring for new fraud schemes. Overall, the report presents a comprehensive approach to overcoming data bottlenecks in Medicaid fraud investigations, ultimately leading to increased recoveries and improved efficiency in operations.