Linguamatics, an IQVIA company, is the world leader in deploying innovative natural language processing (NLP)-based text mining for high-value knowledge discovery, information extraction and decision support. Linguamatics NLP is used by leading hospitals, the U.S. Food and Drug Administration (FDA), premier academic institutions and 18 of the top 20 global pharmaceutical companies. I2E can be used to mine a wide variety of text resources, such as scientific literature, electronic health records, patents, clinical trials data, news feeds and proprietary content. I2E is available as an in-house enterprise system and a software-as-a-service (SaaS) on the cloud. Typical applications in pharmaceuticals, biotechnology, healthcare, government and other sectors include: • Mapping gene-disease relationships and identifying potentially novel therapeutic targets • Biomarker discovery • Drug repurposing • Drug safety • Mining electronic medical records to improve prediction of health outcomes • Patent analysis • Clinical trial site selection and study design • Translational medicine • Competitive intelligence • Social media mining • Sentiment analysis • IDMP • QA of Regulatory Documents