The possibilities of integrating business ecosystems and data ecosystems are considered. Their interaction is considered in the aspect of information exchange in open complex sociotechnical self-organizing systems. Modeling the interaction in such network structures makes it possible to determine the mechanisms of self-regulation that allow to ensure the sustainability of the ecosystem. Two models of network interaction are given, based on the analogy with information exchange in the models of production systems, presented as holon systems integrated with agents.