Illinois fraud detection expert witnesses analyze suspicious transactions, billing patterns, and internal controls to identify misconduct and quantify losses. They often come from forensic accounting, compliance, banking, and healthcare revenue-cycle roles, with experience across Chicago’s financial sector and major hospital networks. They commonly evaluate red flags, documentation integrity, and whether activity aligns with Illinois regulations and industry standards.