Complete Clinical Intelligence. At Scale. Without Compromise.
The clinical truth lives in EHRs — unlocked only when clinical notes and structured data are reasoned over together, not curated in isolation. Lighten delivers that complete picture, on any EHR data source, with clinically validated quality at scale.
Data curation that reflects the clinical truth.
Claims are designed for billing, not for understanding what actually happened to patients. The clinical truth lives in EHR data. And integrating both changes the conclusions entirely.
Solving EHR data curation right.
AI will always produce an output. But output without clinically validated quality leads to wrong conclusions, silently. Even with a high accuracy metric, the curated output may still not meet clinical expectations or reflect clinical reality.
That's why Lighten holds one standard: clinically validated quality. Proven on your data, your therapeutic area, for every variable, every patient journey, every cohort.
One Platform. From Clinical Truth to Decision-Grade Insights.
Built on EHR curation with the highest quality standards and integrated with claims, Lighten delivers best-in-class patient finding, patient journeys, and market intelligence.
Clinically validated, continuously updated, and always ready for the decisions that matter.
Discover what you can accomplish with clinical intelligence that’s responsible, complete, and clinically truthful
Regulatory-Grade EHR Curation for Natural History Study
Complete longitudinal patient journeys. Delivered in 6 business days post curation protocol approval.
Customer Story: Patient Finding in Rare Disease
2.5x more confirmed patients in 3 days vs. an entire year of salesforce efforts.
New Frontier in Patient Finding: Scaling EHR Signals to Claims
6x more confirmed patients. 37% higher precision vs. using standard claims criteria.