Hospital expert witnesses are physicians, nurses, and administrators who analyze hospital operations, clinical workflows, and patient safety practices. They assess staffing, credentialing, infection control, emergency response, and adherence to hospital policies, accreditation standards, and quality metrics, offering insight on whether care environments met accepted professional norms.