Artificial Intelligence and Captive Insurance: An Actuarial Perspective

Artificial intelligence (AI) has become an increasingly important topic across insurance, but its implications for captive insurance and actuarial work are still taking shape. In this episode of The Edge of Risk podcast by IRMI, Steven Abel and Jason Abril of Oliver Wyman share an actuarial and technology-driven perspective on how AI is influencing insurance analytics, data governance, and risk decision-making. The discussion explores how machine learning has long been part of actuarial toolkits, while newer AI technologies are accelerating workflow automation, data enrichment, and analytical insight generation. The conversation also examines how captives differ from commercial insurers in their AI use cases, particularly given differences in scale, mission, and access to actuarial resources. Mr. Abel and Mr. Abril address transparency concerns around AI models, emphasizing governance, documentation, and human oversight. Looking ahead, they outline why AI literacy—rather than deep technical specialization—may become a critical skill for actuaries and captive professionals as advanced analytics continue to reshape risk financing strategies.