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