Bad faith expert witnesses analyze insurer conduct, claim handling, and coverage decisions to determine whether duties to policyholders were met. Drawn from backgrounds in insurance claims, underwriting, risk management, and insurance law, they assess industry standards, policy language, investigation practices, and documentation to clarify whether actions were reasonable and compliant.