Description: A panel of actuaries and clinical consultants at this session of the SOA 2003 Vancouver Spring Meeting provides an assessment of current and future applications of predictive modeling techniques in the health arena. A practical example of risk adjustment, discussion of the clinical use of this technique, and applications in underwriting are discussed.