EarthPulse is an end-to-end learning strategy where data goes in and out with outcomes, resulting in an order-of-magnitude reduction in the time required for data preparation and processing. Their time-based performance increase is translated into ready-to-use services including data fusion, continuous learning, self-supervised learning,