Use Case

Research and Development

A workspace in Lunas Lab for running a health investigation — sources, data, notes, and conclusions in one place instead of forty browser tabs.

What Lunas supports

  • Projects with phases, files, notes, and investigation runs
  • Stethos 1.0 reads and reasons over your uploaded sources
  • Longitudinal lab data available inside the same workspace

The opportunity

Why this work needs medical context

A serious health investigation outgrows chat fast. Three review papers, a folder of lab PDFs spanning two years, a spreadsheet of tracked symptoms — and the key insight from week one buried somewhere in a scrolled-away conversation.

Lunas Lab keeps the investigation intact. A project holds the sources; phases break the question into stages; each Stethos run is saved with the files and notes it drew on. Ask where the evidence conflicts, what changed between the March and June panels, or what a paper's limitations section actually concedes — and the answer stays filed where you can find it.

Lab output is groundwork, not a verdict: whatever it surfaces still goes to the expert — or the clinician — who owns the decision.

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

Compare sources

Line up what three papers or reports agree on and where they contradict each other.

02

Track data

Work with two years of confirmed lab values inside the same project.

03

Sharpen the question

Turn a vague concern into defined assumptions and specific things to verify.

04

Keep the trail

Every finding stays linked to the file and conversation it came from.

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

    Frame it

    Name the question and what would change your mind.

  2. 02

    Load the sources

    Upload the papers, reports, and data files the question depends on.

  3. 03

    Investigate

    Run focused Stethos sessions per phase — patterns, gaps, contradictions.

  4. 04

    Conclude and verify

    Write up what you found and take it to the expert who can act on it.

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

  • Lunas Lab projects and phased investigations
  • File-aware Stethos conversations
  • Saved runs and notes attached to each project

Team, Enterprise & API direction

  • Team & Enterprise research governance
  • Curated dataset and evidence integrations
  • A controlled Stethos API for approved R&D systems

Questions

What people usually want to know

Can AI help with medical literature review?

Yes, for the groundwork. Upload papers into a Lab project and Stethos can summarize them, extract recurring themes, and flag where findings conflict — with the sources kept alongside so you can check every claim. It doesn't replace reading the primary source; it makes the first pass and the bookkeeping much faster.

Is Lunas Lab a literature database?

No. Lab works on files you bring — papers you have access to, reports, your own data. It doesn't search or license journals for you, so citations and access rights stay your responsibility.

Can I use Lab findings for patient care?

Not directly. Lab output is investigation support, not clinical validation. Anything that would change a patient's care needs review by the responsible professional and whatever regulatory or quality process applies.

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.

Join waitlist