The COVID-19 pandemic presents a major test for our science system and for our research and data infrastructures. These infrastructures, such as open science clouds and data commons, must serve the needs of science, policy, and humanity not only in ‘normal times’, but also in times of crisis by providing controlled access to quality data in real time and at scale for a range of scientific- and policy-related responses.