To unleash intersectional innovation, cross pollinating a legacy domain operating model with data/AI capabilities, will require new ways of working. An organisation fit to operate a data/AI driven core process. Education, coaching and integration of new roles and Data/AI Dev-Ops frameworks in the core domain team are key to even get started. To become Data/AI Ready. DAIRDUX is a crowdsourcing community that brings true Data/AI experts together with people experienced in leading and guiding operational change in a traditional enterprise setting. Together with our clients and DAIR Frameworks alliance members co-creating operational Data and AI Ready frameworks, training and coaching approaches that scales and work in production.