Lighten

Lighten is an AI-native healthcare technology company that turns raw clinical data drawn from electronic health records into structured, high-quality patient journeys for evidence generation. Its work sits at the intersection of life sciences and healthcare, serving health systems, pharmaceutical R&D and therapeutics groups, data analytics consultancies, and investment and finance firms.

The company's 360° EHR Curation Platform integrates unstructured clinical notes with structured EHR data to produce a complete, clinically validated picture of patient care. On top of that foundation, Lighten offers several decision-grade insight capabilities validated against clinical standards: Patient Finding, for identifying patients within clinical data; Patient Journey Analysis, for analysing patient trajectories; and Market Intelligence, derived from curated clinical data.

Technical work spans artificial intelligence, clinical data curation, EHR data processing, natural language processing of unstructured clinical notes, structured data integration, patient journey analytics and real-world evidence generation. The company states it is HIPAA compliant and SOC 2 compliant, and describes a commitment to handling sensitive healthcare data under the highest security and privacy standards. Its stated aim is to accelerate evidence generation for R&D and bring therapies to market faster, within an AI-native engineering culture.