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Stochastic Automata Networks (SAN) is a Markovian formalism devoted to the quantitative evaluation of concurrent systems. Unlike other Markovian formalisms and despite its interesting features, SAN does not count with the support of model checking. This paper discusses the architecture, the main features and the initial results towards the construction of a symbolic CTL Model Checker for SAN. A parallel version of this model checker is also briefly discussed.