We are producing maps of how Earth’s ~1600 potentially active volcanos have deformed over time using measurements received from spaceborne satellite radar. Our process takes raw data from satellite and generates a history of how the ground at a volcano deforms, allowing scientists to understand how magma is moving under the surface and predict hazards. The sheer number of volcanos leads to a large amount of data, requiring us to process on computers on the cloud but also without human intervention. Different volcanos may require a customized process, and the data can be quite noisy, so the process should be automated to meet these challenges and generate the best results possible. Here we present the state of progress in achieving these goals. As part of the NASA MEaSUREs program, the volcano deformation histories will be made publicly accessible to users.