Presented here is a critical enabling framework to allow stakeholders across the data ecosystem to take data exchanges from concept to reality. It lays the groundwork in India and elsewhere for those poised to explore, develop and realize the benefits of a data exchange to accelerate a transition to a data-driven economy.