Texas fraud detection expert witnesses analyze suspicious financial and digital activity to identify schemes, quantify losses, and trace funds. Many are CPAs, certified fraud examiners, bank compliance leaders, or cybersecurity and data-analytics professionals with experience in Houston energy trading and Dallas–Fort Worth banking. They commonly evaluate transaction anomalies, internal controls, identity theft, and misappropriation patterns.