Lightbeam provides a single vendor platform that facilitates end-to-end population management. Our comprehensive tool set supports ACOs, payers, large provider groups, health systems and other healthcare organizations who aspire to provide superior care to their patients at a lower cost.

CLAMP (Clinical Language, Annotation, Modeling and Processing) toolkit is an NLP system specifically designed for clinical text. Built on award winning algorithms and provider user friendly interfaces for developing customized NLP solutions to meet diverse user needs.

Melax Technologies is an emerging company, specialized in machine learning and natural language processing (NLP) in the biomedical domain. The company is based on NLP expertise in multidisciplinary research projects and national NLP challenges over a decade. Several NLP-based solutions such as computer-assisted medical coding, clinical decision support, surveillance, care quality and patient safety reporting were implemented and tested in leading large-scale Hospitals in Texas Medical Center.