THESIS · 2026

Be Baree is an AI system that detects medical problems — even when everything looks “normal.”

The system unifies the complete medical record — health funds, hospitals, and labs — into one continuous picture, and reads it the way no one in the system has time to read it. The entire record. Every time.

Patient decision support · Not a medical device · Privacy by design

Company status: an active Proof of Concept — its alerts have already led physicians to new diagnoses.
An older patient smiling while reviewing his results on a tablet
A steady upward trend — still inside the normal range
A woman smiling at a screen showing her medical record
15 years · 5 layers of data · one thread FIG. 01 · LONGITUDINAL RECORD

Every dot is a medical event. Be Baree reads all of it, every time — and finds the thread that connects them.

Health fund Hospital Private lab Symptoms Imaging Finding in a report · 2015 Connection surfaced 2009 2013 2017 2021 2025

Schematic illustration: one medical history, scattered across five sources — the thread connecting the findings becomes visible only when the timeline is unified.

01 · The Problem THE PROBLEM · PROOF, STAKES

The data exists. The picture doesn’t.

Our medical data is scattered: the health fund holds one part, the hospital another, the imaging institute a third, and the private lab a fourth. No single party — however dedicated and professional — sees the complete picture. A medical visit lasts a few minutes; a medical history spans decades and thousands of documents.

Important findings don’t get lost because someone made a mistake. They get lost because no one could see all of them together.

~₪25 billion

The annual economic burden of diagnostic error on Israel’s health system.

OECD · 17.5% OF HEALTH SPEND · 2025

20%

Of total medical-malpractice claim costs in Israel stem from diagnostic failures.

INBAL (STATE INSURER) REPORT

5,800

People die in Israel every year from treatable causes.

OECD · 2021

All the knowledge. The whole record. One patient.

No one is an expert in all of medicine. That knowledge cannot fit in any one head — anyone’s. Be Baree holds it all at once, focused on a single patient.

The entire record — 15 years · dozens of visits · hundreds of tests · thousands of values — read in full, every time.

It’s no one’s failing. That scale simply isn’t human — and it has now been measured.

Three capabilities that only exist at this scale:

Everything against everything

Every value in the record is examined against every other value. Including combinations no one thought to check.

Trends across years

A slowly building trend stays invisible while every single value, on its own, is still in range.

Every specialty’s knowledge

What an expert from each discipline would notice in the record — present together, at the same moment.

Reading everything, remembering everything, cross-checking everything — every single time. An impossible task for a human. That is exactly Be Baree’s job.

02 · The System THE SYSTEM

One record. A complete picture. Eyes that never tire.

01

Detects hidden problems — even when everything is “normal”

Values climbing steadily inside the range, abnormal ratios between values that are each normal on their own, and links between findings from different institutions — patterns that stay under the radar of any single test.

02

Reads the entire record — every time

Including a document from 15 years ago. Including a side note in the body of a report whose summary reads “normal.” Nothing is forgotten and nothing is cut short for lack of time.

03

Unifies everything — owned by the patient

Connects to health-fund and hospital records, with the patient’s permission, into one place the patient owns.

04

Lets you talk with your record

A question in plain language gets an answer that knows the entire history — not just the latest test.

The product: focused alerts for the patient and the physician — backed by sources from the record. The clinical decision always remains with the physician.

The system does not diagnose and does not recommend treatment — it draws attention to patterns in the data and refers you to a physician.

03 · For Patients & Families FOR PATIENTS & FAMILIES

Someone finally reads your entire record.

Decades of tests, visits, discharge letters and reports — scattered across institutions that don’t talk to each other. You are the only one with the full legal right to see all of it. Be Baree turns that right into a tool.

Your entire history in one place Yours, owned by you. Not by a health fund, not by a hospital.

Every new result is examined against everything that came before Not just against the range printed on the page.

A focused alert when something deserves a check-up Written in clear language, with the documents behind it, ready to bring to your physician.

Answers about your record Ask in plain language, get an answer that knows your entire history.

And it applies equally to the record of someone you care for — an aging parent, a spouse, a child. Problems that are hard to see in ourselves are twice as hard when you manage someone else’s record.

Teenagers smiling together over a smartphone
A man smiling while reviewing his health data on a laptop

The system is live today with its first users, on real medical data. Enrollment is gradual and personally guided — opening group by group, in order of registration.

Join the waitlist

Free to register · We’ll reach out when a group opens

04 · For Health Organizations FOR HEALTH ORGANIZATIONS

A complementary layer. Not a competitor.

A diagnostic failure discovered late costs twice: once in the treatment that was delayed, and once in the litigation that follows. About 17.5% of OECD health spending is attributed to diagnostic failures — in Israel, roughly ₪25 billion a year.

Be Baree operates from the only side of the system legally entitled to see the complete picture — the patient’s side, with the patient’s permission. Which means:

A medical team in a professional discussion around a table
A smiling physician in a white coat

No integration project.

The system doesn’t touch your information systems and requires nothing from them.

No noise.

The alert reaches the physician as a single focused question, backed by references from the record — not a stream of findings.

No parallel authority.

The system doesn’t diagnose; it returns the case to the physician — earlier, and with a fuller picture.

What it’s worth to the organization: early detection of developing problems in members and patients · lower costs of late diagnosis and claims · a differentiating service that remains fully owned and controlled by the patient.

PROGRESS

A first pilot, with a private health organization, is in preparation for launch.
We’d be glad to show the live system, on a real case — 30 minutes.

Book a demo
05 · Case Studies CASE STUDIES · DOCUMENTED

Four cases. Four types of failure.

Real cases from the founder’s family, published with consent. Every finding was verified with a treating physician.

A · The founder · 40

Ratios between values

CROSS-VALUE

A year of recurring fainting. Three physicians, and every test in the normal range — normal glucose, normal insulin. The system computed the ratio between the two (HOMA-IR) — a calculation no one had performed — and the ratio was out of range. The direction it raised: reactive hypoglycemia. A glucose-tolerance test confirmed it; a dietary change stopped the fainting.

B · The founder’s mother · 66

Data that never crossed institutions

CROSS-INSTITUTION

A CT summarized as “normal.” In the body of the report — not in the summary — was evidence of old lacunar infarcts: an elevated stroke risk requiring preventive treatment. The finding never reached her family physician. Four years later the system read the full report and surfaced the line. Preventive treatment began within a week.

C · The founder’s father · 68

Default attribution

DEFAULT ATTRIBUTION

Numbness in the legs was attributed to diabetes, and the prescribed treatment addressed the symptom. The system cross-checked: the diabetes was well controlled, with no other complications — and raised another common cause at that age: B12 deficiency. Testing found a significant deficiency. With supplements — meaningful relief within two months.

D · The founder’s sister · 40

A trend inside the normal range

LONGITUDINAL

Years of pain without a diagnosis. A rheumatologic marker that always stayed “in range” — but climbed steadily, ten years in a row. The system flagged the trend and prompted a repeat test; the value crossed the range, and the finding helped the rheumatologist reach a diagnosis.

06 · Why Now WHY NOW

Three things converged.

01 · EVIDENCE

The technology has matured.

A study published in Science (April 2026): an AI system managed medical cases 2× better than a single physician with standard tools. And that — without the full medical record Be Baree adds.

better at managing medical cases
97%
correct diagnoses on classic diagnostic cases — vs. 74% for physicians

doi:10.1126/science.adz4433

02 · PRESSURE

The system is more overloaded than ever.

A visit of a few minutes cannot contain decades of information. Eyes that read everything in advance are no longer a luxury — they are a necessity, for both sides.

20–50
days’ wait for a community specialist in Israel

03 · DEMAND

Patients are already there — and so is the law.

Patients already ask general AI tools about their results — without the full record and without a framework of accountability. Meanwhile, Israel’s health-data portability law anchors the patient’s right to their own data. But portability is not unification. Be Baree is built inside the framework the law created — on the patient’s side. The question is not whether this happens, but within what framework.

07 · Safety & Privacy SAFETY & PRIVACY

The boundaries are clear. By design.

Clinical safety

Does not diagnose. Does not prescribe. Does not replace your physician.

Every insight is phrased as a referral for evaluation, accompanied by the data it is based on. The system operates under a clinical-safety protocol — a severity scale, a review mechanism, and false-alarm handling — designed for review by a medical board.

The system is not intended for emergencies.

Privacy

The data belongs to the patient. Period.

Your data is never sold and never shared with insurers or employers.

Identifying details are minimized before any AI processing. No ads, no data commerce.

08 · Team FOUNDER · TEAM · ADVISORS

The team.

Ohad Levi

Ohad Levi

FOUNDER · CEO

20 years of global internet business, founder of ROI HIGH. Lives the problem as a chronic patient — and was the system’s first case. LinkedIn ›

Raya Lemishko

Raya Lemishko

TECH PARTNER

8 years of development (Migaku, Brainly, OTP Bank). Leads mobile and frontend.

LinkedIn ›
Senia Waldberg

Senia Waldberg

STRATEGY · GROWTH

Entrepreneur and marketing advisor to medical startups; worked with Annabella.

LinkedIn ›

Advisors · in a personal capacity

Dr. Yeshayahu Benedict

Dr. Yeshayahu Benedict

MD · ORTHO TRAUMA

Head of the Orthopedic Trauma Service, Barzilai Medical Center; distinguished lecturer, Ben-Gurion University.

Dr. Assa Bentzur

Dr. Assa Bentzur

PhD · GENETICS · ML

Neurobiology, genetics and machine learning, Gonda Center, Bar-Ilan University; advises on the AI and genetics layer.

Dr. Roey Tzezana

Dr. Roey Tzezana

PhD · FUTURIST · AI

Futures studies and emerging technologies, Tel Aviv University; author of “The Guide to the Future” and “Rulers of the Future.”

Avi Shevi

Avi Shevi

INFRA · SRE

Board member at Rapyd; infrastructure, security and scale.

Founding medical advisory board — in formation
09 · Status STATUS · TODAY

The system is live today.

The system is live today with its first users, on real medical data: live integrations with health funds and hospitals, a catalog of hundreds of test types, and thousands of lab results and clinical documents already processed — all with the patient’s permission.

Hundredsof test types in the catalog
Thousandsof lab results and clinical documents processed
700+automated tests guarding the system’s reliability

The company is raising its Pre-Seed round.

For patients & families

Gradual enrollment, personally guided — in order of registration.

Join the waitlist

For health organizations

The live system, on a real case — 30 minutes.

Book a demo
Analyzing real data today from — every major medical organization in Israel · with the patient’s permission