Motivated by a real case of action research with political aims, we focus attention on the importance of power dynamics and emotional work for all involved in the facilitation and manifestation of new policy. The paper introduces an extension of contemporary action research called Action Research Transformations (ART). In ART, reflexive co-agency operates as a core concept and practice, because it furthers the possibility of moving toward mutuality. This enables policy makers and researchers, working together, to move from power over to power with, and increases the transformative potential of the projects they develop together.