We turn millions of research papers into personalized answers you can use.
Root Cause Finder is an AI-powered health platform that helps people with chronic conditions identify potential root causes and personalized treatment options, backed by the latest clinical research. We believe that critical medical knowledge should be accessible, actionable, and personalized.
Our Core Modules
Root Cause Finder
Uncover potential underlying causes of your condition using peer-reviewed clinical research.
✓ Symptom-to-cause mapping
✓ Evidence levels (e.g. biological plausibility, clinical trials, FDA-approved)
✓ Linked research summaries you can understand and act on
Treatment Finder
Find emerging and established treatments personalized to your unique health profile.
✓ Ranked by evidence strength (FDA-approved, trials, lifestyle)
✓ Matches based on your symptoms, diagnosis, or submitted labs
✓ Easy-to-read treatment overviews with mechanism, risks, and references
Clinical Trial Finder
Discover cutting-edge clinical trials you may qualify for.
✓ Filters by diagnosis, biomarkers, location, and eligibility
✓ Summarized in plain language
✓ Direct links to apply or speak to a research coordinator
How it works
You enter a diagnosis
Tell us what diagnosis you’ve received from your doctor and any supportive lab tests, symptoms, and lifestyle factors.
2. We retrieve relevant research
Our platform uses a retrieval-augmented generation (RAG) pipeline to search millions of medical publications and surface the most relevant findings.
3. We extract root causes and treatment insights
Using NLP models fine-tuned on biomedical data, we identify potential underlying causes and treatment options from the literature—ranked by evidence type (FDA-approved, clinical trials, biological mechanisms, etc.). Find clinical trials you may be eligible for.
4. You get structured, actionable answers
The output is clear, categorized, and linked to the original sources.
