Academy Casualty Vice President Lauren Cavanaugh addressed the NAIC’s Special Committee on Race and Insurance, speaking to her prepared comments previously submitted, which covered actuarial guidance, disparate impact, and data quality. She recommended consideration of independent organizations to examine and certify third-party data for hidden biases, accuracy, and relevance. She also described for commissioners and regulators several actuarial standards of practice (ASOPs) relevant to actuarial practice in areas being looked at by the special committee.