Introducing Lighten Abstraction

A breakthrough AI service to abstract any clinical concepts from unstructured data

Lighten Abstraction

Evidence highlights

Temporal and clinical reasoning

Abstraction of a patient journey

AI has not delivered so far.

Hallucinated evidences

Struggles with clinical ontology normalization

Entity extraction alone doesn't create a patient journey

Forgetful of earlier context or discards later context altogether

Struggles with infusing clinical reasoning across evidences

Difficulties with disentangling clinical events longitudinally

This is why so many companies are still relying on manual abstractions.

So we built Lighten Abstraction.

Here are our promises:

Better

No human errors or abstractor drift- just transparent quality metrics you can trust.

Our AI is developed with the sole focus of complex clinical abstraction tasks, always outperforming the latest models.

Faster

Delivering in hours to days, not months

Stay flexible. Updates to your guidelines or adding new patient records are handled seamlessly, and fast.

Cheaper

At a fraction of the cost, compared to manual abstraction

Unlike some of the latest LLM models that hide reasoning tokens and give you a surprise bill at the end, we promise no hidden fees.

How it works

Step 1

We help you develop abstraction guidelines, based on your data. 
‍Or work with your existing data dictionary.

Our team has top notch clinical abstraction expertise, including abstractor training, clinical guideline creation, and case auditing. We have worked on registries, clinical trial enrollment, regulatory-grade real world data curation and everything in between.

Step 2

We show you performance metrics against gold labels, with a sample of your data.
‍No gold labels? We create them with our experts.

We will meet or exceed inter-rater agreement from a manual abstraction team. Providing more rigorous and transparent quality assurances along the way.

Step 3

We return abstraction results within 1-5 business days.
‍In any format of your choice.

Record speed delivery, paired with even higher quality.