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The rapid development of e-Business urges the need for online integrative partnership and collaborative business process management. These trends call for a new dimension of decision support: online multiplicitive decision interoperability. We define it as a decision support platform for e-Business, which facilitates inter-organizational decision making process allowing dynamic partnership. As it is not the common decision support system we familiar with, we propose a new architectural framework of this decision support platform. This framework carries a set of unique characteristics that should be incorporated in the design and development of such platform.