Any medical document in. One interpreted record out.
Vitrubo reads lab PDFs, hospital records and photos into one record and returns a conclusion with the guidance it rests on. To the lab, the doctor or the person who decides.

Documented everywhere. Understood nowhere.
Clinics, labs, portals and drawers each hold a piece.
Written for clinicians but delivered to patients.
PDFs, photos, paper. Unsearchable, unconnected.
No context, no trend, no next step.
A value drifting for years looks normal in any single report.
Every source becomes one record.

Built for everyone in the process.
A comment on the result. Drafted, not signed.
- Written in the style the lab already uses.
- The scientist or clinical consultant approves it in the existing release step.
- The right next test is raised while the sample is still fresh.

The whole history before the consultation.
- Values, trends, connected conditions and medications in one view.
- The guidance behind every statement. One click opens the source.
- Tests to consider. It drafts; the doctor decides.

What this means, in plain words.
- Every document read together and sorted into four zones.
- Whether to see a doctor and which one. What to get tested.
- Never a treatment.

Ship it under your brand.
- Embed, bundle or resell. Web and mobile, or behind your own interface through the API.
- Every new result regenerates the report. A reason to return.
- Partner programs: deep clinical work in one disease area.


Three capabilities, one platform.
We take the steps of medical work that need medical knowledge, and automate them.
A document becomes data.
Works from a PDF, a photo, a scan or a live feed.
A line becomes a reference entity.
LOINC, SNOMED, ICD, RxNorm, ATC. Units made comparable.
Medical knowledge applied to one person.
Returned with its basis to whoever decides. The main thing we build.
Who Vitrubo is built for.
Everything, read together.
Labs, letters, discharge summaries and photos from different years and different labs are interpreted as one picture, against the person's conditions, medications and history.

Inside your perimeter & in your standards.
Runs where your data already lives.
Containers on your infrastructure or a private cloud. You own the infrastructure and the keys. Vitrubo ships versioned builds and has no access to your data.
Identity never enters the prompt.
Models see values and an internal ID. Never a name, never personal data.
Native, not an export.
One FHIR R4 record per person is the store itself. Every result coded and dated, the source document kept.
Speaks your standards.
HL7 and FHIR R4 in. FHIR and JSON out. Results mapped to reference codes with units made comparable.
Same case. Two conversations.

Doctor
Full data and clinical reasoning: connected conditions and medications and the tests to consider.
For doctorsA glass box, not a black box.
The model writes explanations. It computes nothing.
Multi-model interpretation
Several AI models cross-check each other: disagreements resolved, omissions caught, completeness enforced.
Numbers computed in code
Parsing, units, ranges and flags are computed. No number is ever written by the model.
Built on named guidance
EHA, WHO, NICE, KDIGO and BSH. One click opens the publication.
Identity never enters the prompt
Identity and clinical data are separated at the architecture level. Models receive de-identified values keyed to an internal ID; no PII or PHI is ever passed to a model.

Up to 30 sources behind a single biomarker view. Each chip opens the same guideline page a clinician would read.
Measured. Every release.
Stanford MedAgentBench
600 of 600 tasks across five runs with zero failures. The first and only perfect score recorded.
Hospital patients in an on-premises program
Clinical program with Assuta Medical Center. Real FHIR R4 data; nothing left the perimeter.
of severe AI harms are omissions
ARISE State of Clinical AI Report 2026 by Stanford and Harvard. Our completeness gates run in code rather than in the model.
Demo cases
Invented people, real product. Every case is a synthetic record with a stock portrait: no real patient, no real result. The reports are live.

Robert Hensley
58A year of CKD follow-up with full context supplied.

Emily Carter
34Five visits over nine months with no diagnosis supplied.

Ryan Hayes
30Fifteen months of lifestyle change. The direction of travel is read.
How Vitrubo fits into your process.
Place in the process
Visibility
Data and compute
Output form
Response time
Vitrubo hands over a draft for signature at report signature, invisible, in your stream, running in your perimeter, the same day.
Book a call on this configurationRequest a demo.
A walkthrough on your own documents and your own step in the process.
