The problem of controlling a compound Poisson process until it leaves an interval is considered. In this paper, instead of choosing the density function of the jumps and trying to find the corresponding value function, from which the optimal control follows at once, we consider the inverse problem: we fix the value of the value function and we look for admissible density functions for the jumps.