The Clinical Truth, in Depth.

Complete longitudinal patient journeys. Delivered in 6 business days post curation protocol approval.

2.5x more confirmed patients in 3 days vs. an entire year of salesforce efforts.

How integrating EHR with claims changes every conclusion, from market sizing to disease burden.

6x more confirmed patients. 37% higher precision vs. using standard claims criteria.

NLP extraction captures mentions. Clinical abstraction captures clinical truth. The answer to every clinical question changes.

Beyond any single metric, discover how to achieve clinically validated quality.

The Lighten difference starts before a single patient record is extracted.

Lighten is designed to meet regulatory expectations from the ground up, since Day 1.