EnClout is a group that is interested in bringing data together from multiple sources and solving the data silo issue for businesses. EnClout provides a suite of natural language processing APIs. This includes the Term Analysis API, which takes text as input and provides lemmatized text in JSON, XML, or HTML format. Lemmatization is a process closely related to stemming. In stemming, words are reduced to their root forms and treated as synonyms based on their root. A lemmatizer, however, can also discriminate between words which have different meanings depending on their part of speech.