This study will investigate factors influencing learning and knowledge development in regional strategic networks. A regional Swedish network, Z-group, will be the subject of investigation. The approach will center on the assessment of knowledge development by studying changes in organizational routines. Some theoretical aspects of routines and learning are presented here that will be used as a starting point for the study.