A New Framework for Medical Publishing

LiveEvidence

From publication to interactive tool. Same day.

Medical research is published in a format designed in the 1960s. Static tables. Flat PDFs. Data locked behind paywalls, read by specialists, invisible to the patients it affects most.

LiveEvidence transforms peer-reviewed publications into interactive, explorable tools using AI. Same data. Same rigor. Now alive.

5
Days from publication
to live interactive tool
0
Developers, grants,
or IT departments needed
1
Physician + AI.
That's the entire team.
The Problem
Evidence that sits unread helps nobody.

We spend years collecting data, months analyzing it, and weeks writing it up. Then we publish it in a static PDF and wonder why evidence-to-practice gaps persist.

Clinicians scan the abstract. Patients never see it. The data that directly affects care decisions is locked in a format that discourages exploration.

A journal article is a photograph of data. You see what the authors chose to frame. Nothing more.

Static
The Transformation
A PDF tells you what we found.
A tool lets you discover it yourself.
📄
Publication
→
⚡
AI Transformation
→
✦
Interactive Tool
01
Publish
Your study is peer-reviewed and published in a journal. The data is rigorous. The evidence is real. But it is trapped in a static format.
02
Transform
Using AI, the publication's data is extracted and rebuilt as an interactive, browser-based tool. No coding team. No grant. No six-month development cycle. Same day.
03
Explore
Clinicians filter by their patient population. Patients see the numbers that affect their care. The data is toggleable, sortable, and explorable. The evidence is alive.
First LiveEvidence Tool
Case Study
J Perinat Med. 2026
The Vanishing Normal Weight: U.S. Pregnancy Trends by Race and Ethnicity, 2016-2024
32.7M
Births analyzed
7
Racial/ethnic groups
9
Years of data
5
Days to live tool

The paper published February 19, 2026. By February 24, the data was live as an interactive explorer. Clinicians can toggle racial and ethnic groups, compare indexed trends, and watch normal weight fall below the 50% threshold group by group.

The study had six figures, two tables, and 36 references. The tool has the same data with five interactive views, hover tooltips, group filtering, and five-language support. One HTML file. No server. No stored data. Privacy by design.

Explore the Live Tool →
“Every major observational study with population-level data should have an interactive companion. The technology is not complicated. The evidence is already there. We just need to set it free.”

— Amos Grünebaum, MD

Principles
What LiveEvidence is. And is not.

LiveEvidence is

The same peer-reviewed data, made interactive.

AI as craftsman, not as source. The evidence comes from real research. The AI builds the tool.

A single HTML file. No server, no database, no stored patient data. Privacy by design.

Accessible to clinicians and patients. Not locked behind credentials or jargon.

LiveEvidence is not

AI-generated evidence. Every number traces to a peer-reviewed publication.

A replacement for the journal article. It is a companion to it.

A startup, a product, or a subscription. It is a methodology.

Complicated. One physician and an AI can do this in hours, not months.