EMPOSME is aimed at developing conceptual models of the enterprise that support decision making in complex areas such as production planning, supply chain management etc. For this purpose, existing MEMO languages are enhanced with concepts, suited to representing relevant features of selected decision domains. Based on these specific modelling languages, a new generation of decision support tool will be developed. It combines the expressive power of visual modelling with formal concepts that allow for automated analysis and optimization.