Evidence AI for healthcare professionals

Clinical evidence, assembled for the question in front of you.

Lymph helps clinicians examine guidelines, literature, and medical references through structured answers with sources that remain visible.

GuidelinesLiteratureTextbooksWeb evidence
SpecialistIllustrative, deidentified case

In an older adult with atrial fibrillation and reduced renal function, what should be reviewed before adjusting anticoagulation?

Interpret question Examine evidence Map citations

Structured considerations

Review renal trajectory, dose criteria, interactions, and bleeding risk together.

  • Confirm the current renal measure and whether it is stable.
  • Apply agent-specific dose criteria rather than a single threshold.
  • Review interacting medicines and the reason for anticoagulation.
[1] Guideline recommendation[2] Drug reference[3] Primary literature

Illustrative interface only. Sources and patient context must be independently verified.

Evidence, not opacity

Move from a clinical question to evidence you can examine.

The useful unit is not a fluent answer. It is a clear synthesis whose important claims can be traced back to their sources.

Multiple evidence layers

Examine configured guidelines, medical literature, textbooks, and relevant web sources in one workflow.

Structured synthesis

Move from a broad search result to organized considerations, trade-offs, and areas of uncertainty.

Inspect before relying

Follow inline citations into reference metadata and supporting evidence where the source permits it.

One deliberate workflow

Ask. Retrieve. Synthesize. Verify.

Lymph keeps the path from question to source visible instead of hiding it behind a single response.

01

Ask

Describe the clinical question as you would to a colleague.

02

Route

Choose focused examination, teaching, or deeper research.

03

Retrieve

Search configured guidelines, papers, books, and web sources.

04

Synthesize

Organize the findings into a readable clinical structure.

05

Verify

Open named references and inspect the evidence behind key claims.

Built around clinical work

One evidence-first approach, several ways to use it.

Clinicians

Examine a focused question during preparation, consultation, or case discussion.

Trainees

Learn through structured explanation while keeping the underlying references close.

Clinical teams

Explore a shared evidence workflow with explicit boundaries and review.

Across specialties

Use the same evidence-first approach across a growing range of clinical domains.

Internal medicineOncologyCardiologyInfectious diseaseCritical careSurgeryPaediatricsObstetrics & gynaecology

Representative areas, not a claim of complete or uniform evidence coverage.

For clinicians

Less time navigating sources. More time examining what matters.

Choose a focused Specialist workflow, an educational Trainee explanation, or a broader Deep Research examination.

Explore the clinician workflow →

For hospitals

A shared evidence workspace, introduced with clinical guardrails.

Start with a defined use case, a limited group, and explicit review before considering broader deployment.

Explore hospital pilots →

Designed around responsibility

The answer is a starting point for examination, not the final decision.

Lymph helps: locate evidence, structure findings, expose references, and make uncertainty easier to inspect.

Lymph does not: replace clinical judgment, diagnose autonomously, issue prescriptions, or remove the need to verify critical sources.

For healthcare professionals

Bring a real clinical question.

Open Lymph to examine it with a source-visible workflow.