For Healthcare
Turn Clinical Data into Actionable Insights
Empower clinicians and researchers with real-time insights from unstructured data—safely, accurately, and transparently.


How Lighten Works
We make clinical insights real-time, reliable, and transparent.
Our platform abstracts unstructured data with speed and precision, giving care teams the patient-level insights they need to improve outcomes—without adding to their workload.
Real Impact
Results You Can Trust
We don’t just promise transparency, we deliver it.
Our AI-powered abstraction has been validated across real-world settings, enabling teams to make faster, more confident decisions with evidence they can stand behind.
97%+
Validated abstraction accuracy
Benchmarked against clinical datasets and human experts
10x
Faster cohort generation
From weeks to days
100%
Model Explainability
Every decision traceable. No black-box AI, ever
Purpose-Built for Research & Care Quality
Lighten delivers scalable and cost-effective solutions to streamline your data-intensive workflows and deliver real-time care insights.

Registry Abstraction
Quality Measure Reporting

Patient Trial Matching
Care Insights
Unlock Better Insights Without Burden
Empower care teams with actionable patient data