Fraud expert witnesses analyze financial records, transactions, and controls to identify deceptive conduct and quantify losses. They are often forensic accountants, auditors, compliance officers, or financial investigators who assess internal controls, regulatory standards, anti-money laundering programs, and corporate governance to clarify complex fraud schemes.