In the execution phase, unexpected events disturb the system and may make an original plan suboptimal or infeasible. Disruption management is a methodology that deals with these disruptions in real time. In this talk, we present a new solution scheme called SAPI. This method performs a statistical analysis of propagation of incidents to reduce the problem and concentrate the effort in concerned events. Finally, two applications in railways and commercial aviation (challenge ROADEF 2009) are exposed. The results show that SAPI obtains a good balance between quality solutions and speed.