Defense expert witnesses analyze liability, causation, and damages to assess the strength of claims and rebut opposing opinions. Drawn from fields like engineering, medicine, finance, and law enforcement, they review records, test methodologies, and industry standards to provide objective evaluations of risk, compliance, and alternative explanations for alleged harm.