Use Case

Laboratory Results

Turn hard-to-read laboratory reports into reviewed values, understandable context, and a useful history over time.

What Lunas supports

  • Reviewable extraction from supported reports
  • Units, reference ranges, and source context kept visible
  • Trends that connect repeated results over time

The opportunity

Why this work needs medical context

A laboratory report often arrives as a dense PDF full of abbreviations, reference ranges, and isolated flags. The result may be technically available but still difficult for the person receiving it to use.

Lunas turns that document into a review process. Stethos can extract structured values, the user confirms or corrects them, and the accepted measurements can become part of a longitudinal record. Explanations keep the test, unit, reference range, surrounding context, and uncertainty together.

Where Lunas fits

Useful work before the final decision

Stethos helps explain, organize, and investigate. People and qualified professionals stay responsible for the decisions that follow.

01

Read the report

Extract analytes, values, units, ranges, and status from supported PDFs or images.

02

Confirm accuracy

Ask the user to review extracted values instead of silently treating OCR as truth.

03

Explain the test

Describe what a measurement commonly reflects and which context may change its meaning.

04

Follow the trend

Compare repeat measurements so a change is not hidden in separate portal downloads.

A practical workflow

From a question to human review

A repeatable path makes the model easier to supervise and the result easier to trust.

  1. 01

    Upload

    Add a supported laboratory PDF or image from an eligible plan.

  2. 02

    Verify

    Confirm or correct the extracted test name, value, unit, range, and date.

  3. 03

    Understand

    Ask Stethos about terminology, patterns, limitations, and useful questions.

  4. 04

    Review over time

    Use charts and a professional conversation to understand the result in context.

Product path

Start with Lunas today. Grow into governed workflows.

Lunas.One is available to individuals today. Team & Enterprise workspaces and a governed Stethos API are in active development — the roadmap below is directional, not a promise of present availability, and larger deployments will require the right privacy, security, evaluation, and human-review controls.

Available in Lunas

  • Laboratory PDF and image upload
  • Structured extraction with user confirmation
  • Analyte trends, table views, status labels, and source-linked records

Team, Enterprise & API direction

  • Organization review queues
  • Laboratory and healthcare system integrations
  • Approved API workflows with validation and audit controls

Questions

What people usually want to know

Why do I need to confirm extracted values?

PDFs and images can be misread. Confirmation keeps an OCR or formatting error from silently becoming part of the health record.

Does a high or low flag mean I have a condition?

Not by itself. Reference ranges vary and a result depends on clinical context, trends, collection conditions, and other information.

Can Lunas compare results from different laboratories?

It can chart measurements that can be normalized to the same analyte, while keeping units and source context visible. A professional should review differences in method or reference range.

Try the product

Bring one real health question into context.

Use Lunas for information and organization, then involve a qualified professional whenever a health decision is needed.

Try Lunas