Fentanyl overdose expert witnesses assess prescribing practices, drug interactions, toxicology findings, and cause of death in suspected overdose cases. These experts are typically medical toxicologists, emergency physicians, pain specialists, or forensic pathologists who evaluate dosing, monitoring, adherence to clinical guidelines, and potential deviations from standard of care.