Dynamic selling of quality-graded products under demand uncertainties

► We study demand fulfillment processes for quality graded products. ► Demands for lower quality products can be fulfilled by higher quality inventory in this problem. ► We propose a dynamic programming model to maximize expected profit. ► We prove the existence of optimal policy structures. ► Profits can be significantly improved under the optimal order fulfillment polices.