Automated guided vehicles (AGVs) combined with a dynamically interconnected assembly system promise high flexibility and transformability to cope with an increasingly dynamic and complex business environment. Existing approaches for planning AGVs operate on a high level of aggregation so that they do not address the transformability of the transport system itself. Therefore, this article introduces a planning approach that explicitly addresses the transformability of the system by planning on component level. The application is demonstrated within a Greenfield project of the worldwide active pump manufacturer WILO SE.