In this paper we bring together qualitative temporal reasoning and planning in order to pave the way for a new approach to planning and temporal planning. Both fields are concerned with arrangement problems of temporal intervals. We present a method to construct qualitative temporal reasoning tasks from planning problems, effectively reducing a class of planning tasks to qualitative temporal reasoning. The construction proposed in this paper enables additional temporal planning constraints to be considered, thereby making the method applicable to both classical planning and temporal planning.