Small fixes are not enough to reach Open Science’s full potential. Systemic and comprehensive change in science governance and evaluation is needed across the EU and beyond. This article summarises the work and the key lessons learned during a Mutual Learning Excersise on Open Science, carried out under the Horizon 2020 Policy Support Facility (PSF).