The development and execution of a business data strategy is crucial to an insurer’s goal of innovation. The appropriate strategy, with curated data variables, produces models that will benefit the chosen use case. Cathay Life developed a risk segmentation pricing model for a new term life product, which enables comprehensive health risk ratings for policyholders and sets the foundation for future data innovation across their insurance value chain.