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In this paper we propose a complete chain for synthesizing controllers from high-level specifications. From real-time properties expressed in the logic MTL we generate, under bounded-variability assumptions, deterministic timed automata to which we apply safety synthesis algorithms to derive a controller that satisfies the properties by construction. Some preliminary experimental results are reported.