In just a few weeks’ time, leaders across the globe will have to start making decisions about lifting lockdown policies, with considerable social, economic and political consequences. We propose a framework for what is arguably the most difficult health challenge that governments have faced since the beginning of this century: a responsible lockdown exit strategy.