Incremental change and innovation are often regarded as two separate concepts, with some interconnections. Based on two practical cases that emphasize respectively incremental change and innovation, the article discusses whether a division between these concepts can be maintained. Action research is seen as having a central role, offering an integral working method in industrial networks.