We study the optimal insurance design problem. This is a risk sharing problem between an insured and an insurer. The main novelty in this paper is that we study this optimization problem under a risk-adjusted premium calculation principle for the insurance cover. https://www.roneverhart.com/Corvette-APR-Performance-Carbon-Fiber-Engine-Covers-C7-Stingray-LT1/