Linguamatics, headquartered in Cambridge, England, with offices in the United States and UK, is a provider of text mining systems through software licensing and services, primarily for pharmaceutical and healthcare applications.

[4] The core natural language processing engine (I2E) uses a federated architecture[5] to incorporate data from 3rd party resources.

Linguamatics software is used by 17 of the top 20 global pharmaceutical companies, the US Food and Drug Administration, as well as healthcare providers.

[13] ChemAxon can be used alongside I2E to allow named entity recognition of chemicals within unstructured data.

[14] Data sources include MEDLINE, ClinicalTrials.gov, FDA Drug Labels, PubMed Central, and Patent Abstracts.