Ohio fraud detection expert witnesses analyze financial records, claims data, and digital trails to identify deceptive schemes. Many are CPAs, certified fraud examiners, bank compliance leaders, or healthcare auditors with experience in Ohio’s hospital networks and Medicaid billing. They commonly evaluate billing irregularities, embezzlement indicators, identity misuse, and controls failures.