Credit expert witnesses analyze consumer and commercial credit practices, lending decisions, and account histories. They are often former bankers, credit risk analysts, compliance officers, or credit reporting professionals who assess underwriting standards, scoring models, disclosure practices, and adherence to industry regulations and institutional policies.