Abstract: To support the negotiation on order due-date between manufacturers and their customers, we propose the concept and model of due-date bargainer. It has the following features: the production planning with rolling horizon is triggered by order coming -customers can bargain the due-date; and fuzzy optimization method is used to suit the non-deterministic manufacturing resources. The satisfactory results have been achieved from the application of a furniture manufacturer.