Concurrent flow planning in forward and after-sales supply chains is considered.

Defective products returned inside the warranty period are repairable.

Demand for product and repair is stochastic in pre- and after-sales markets.

Uncertainty in the performance of facilities is considered in both chains.

Uncertainty propagation is quantified and a method is developed to neutralize it.