With the on-going information explosion, natural language processing (NLP)-based text mining has become important to gain meaning effectively from unstructured text. However, text mining tools are often too sophisticated for business users to use and can be limited to a few “power users”. This presentation gives an example of how to put the power of text mining in the hands of business users such as biologists. A text mining tool (Linguamatics I2E) is deployed through intuitive web portals so that little or no training is required for business users, to get the answers they need from scientific reports and literature. Use cases from toxicology, real world evidence, and clinical analytics are described.