Giotto is a machine learning (ML) platform designed to create, host, and support B2B SaaS products. Giotto's technology powered by topology - the study of geometric properties that are preserved through deformation - is able to increase the interpretability and robustness of ML models and therefore support state-of-the-art software solutions for critical industries such as Healthcare, Finance, and Logistics. Giotto Compliance (https://compliance.giotto.ai/) is the first industry-targeted product Giotto has launched. As NLP-based SaaS, Giotto Compliance is currently helping a growing number of medical device companies worldwide automate data extraction from medical publications, saving an impressive amount of time in the elaboration of Clinical Evaluation Reports.