We investigate an alternative way to predict the dynamics of driven systems. Instead of developing a mathematical model, we propose to use a simple reservoir computing system for model-free prediction. We demonstrate our scheme in a simple scenario, where we can successfully predict the response of a target system to novel stimuli.