Fraud detection expert witnesses analyze financial records, transactions, and internal controls to identify patterns of misconduct and quantify losses. They are often forensic accountants, auditors, compliance officers, or data analysts who assess corporate governance, anti-fraud programs, digital payment systems, and regulatory standards to clarify complex financial evidence.