Although conditions for controllability of quantum systems are well studied, most of them consider the infinite time horizon, i.e., whether certain operations are possible given enough time. In this article, I propose a framework studying all the possible operations one can generate at given finite time on a quantum system in Markovian environment. I give a complete characterization of the operations one can simulate at any given time on a qubit in unital Markovian environment and discuss possible extensions.