Applications are often multi-tier and require application servers, workflow engines, and database management systems. Cloud computing is a computing paradigm wherein the resources such as processors, storage, and software applications are provided as services via the Internet. Moving an enterprise application to the cloud can be a challenge. This application needs to be split into the components that then automatically deploy on the cloud. In this chapter, the authors introduce a way to automatically derivate the main architecture components from the software requirements that can serve as a basis for an architecture diagram in the MOCCA method. The proposed approach is model and use case driven.