DiscoverText is a cloud-based, collaborative text analytics solution. With dozens of powerful text mining features, the DiscoverText software solution provides tools to quickly and accurately make better decisions. DiscoverText combines flexible and adaptive software algorithms with human-based coding to provide a framework for conducting accurate and reliable large-scale analyses. Our software has the capability to merge data from various sources, such as text files, email, open-ended answers on surveys, and online sources including Facebook, Google+, blogs, Tumblr, Disqus, and Twitter. This ability to pull text from diverse sources combines information and associated structured metadata from multiple and unique information channels. DiscoverText shortens the time it takes to create custom machine classifiers via our ActiveLearning method.