Robust tactical qualification decisions in flexible manufacturing systems

•A robust tactical qualification management problem is investigated.•A static robust optimization paradigm is proposed to model demand uncertainty and product cannibalization.•A binary search is proposed to characterize the production system’s robustness.•The Price of Uncertainty is shown to be very small on industrial data.•Managerial insights are discussed.