Real-Time Enterprise concept comes out as an alternative to reduce the increasing uncertainty of the business environment recently. And lots of companies want to get Real-Time concept into their organizations. However, studies on RTE are not sufficient yet, from defining to realizing it. Thus, this study defines RTE activities with the RTE definition of Gartner and derives RTE critical success factors. During this study, system thinking is used to make interactions of RTE variables clear, and causal maps, generated by system thinking, are applied to derive CSF.