Almost two years since Europe’s first confirmed COVID-19 case, the region is still struggling to contain the spread of the disease, with no clear idea of what the future holds. To combat this uncertainty, researchers supported by the EU-funded EpiPose, PERISCOPE and CORESMA projects set out to systematically assess the factors likely to affect the pandemic’s course in Europe and predict how it may evolve.