The first step in AR is to diagnose the problem. In our case, the purpose was to find out the way the development team is working and what kind of problems they have in their development process which caused the quality problems. Additionally, we needed to map out what kind of process data is available in our use and how we can use it to catalyze the team’s SPI process. Diagnosis of the problem is described in more detail in Section V.