Appen operates as a technology and service provider specializing in the development of high-quality, human-annotated data for machine learning and artificial intelligence applications. The business model combines a massive global crowdsourced network of independent contractors with advanced AI-enabled data tooling to deliver search relevance tuning, speech recognition data, image labeling, and natural language processing datasets to major global enterprises.