Information, nowadays a commodity, keeps the knowledge representation and management within the framework of knowledge driven economy towards sustainability of next generation of Future Internet Enterprise Systems (FInES). However, the Information Society requires new holistic approaches to perform acquisition, collection, processing, deposition, distribution of data, information and knowledge according to a coherent choreography procedure within geographically dispersed enterprises. The development of new Internet related concepts oriented towards providing positive benefits for economy has been included in a broad concept of "Future Internet Based Enterprise Systems". In this context, the authors propose a framework for development of FInES.