We partner with engineering and science in the development of machine learning algorithms for ranking, classification, natural language processing, deep learning, and other areas requiring labeled data for training models. We create, manage, re-map both taxonomies and ontologies. We analyze user data and behaviors for product insights. We conduct competitive tests, analyzing both features and quality, to inform product strategy. We curate and feature content using data and journalistic standards.