This document summarizes a presentation about the three-year ExtremeEarth project. It discusses the ExtremeEarth platform architecture, which brings together Earth observation data access from DIASes, end-user products from TEPs, and scalable AI capabilities from Hopsworks. The architecture provides infrastructure on Creodias and uses Hopsworks to develop end-to-end machine learning pipelines for processing petabytes of Earth observation data. Results have been exploited through additional research projects and a product offering on Hopsworks.ai. The project has also led to several publications and blog posts about applying AI to Earth observation data.