Uncovr raises $7M to build AI infrastructure for surgery

Overview

Uncovr, a surgical AI startup based in New York and Paris, raised $7 million in seed funding led by Index Ventures to build software that documents what happens inside the operating room. The product reads surgical and endoscopic video in real time and turns it into structured clinical records, draft operative reports, and billing code suggestions before the surgeon leaves the room. Every output requires surgeon review and sign-off. The company already has a deployment pipeline of more than 400 operating rooms across the United States and Europe.

Key Takeaways

Uncovr closed a $7 million seed round led by Index Ventures, with participation from Seedcamp, Frst, No Label Ventures, Sequoia Scout, and Entrepreneurs First.
The platform watches surgical and endoscopic video as the operation happens and drafts the operative report and procedural billing codes before the surgeon walks out.
A surgeon must review and approve every output before it enters the patient record, so the AI assists rather than replaces clinical judgment.
The company was founded in 2025 by Ines Iraki, Johann Diep, and Professor Eric Vibert, pairing healthcare operations, AI engineering, and frontline surgical expertise.
Uncovr has analyzed thousands of hours of surgical video and lined up more than 400 operating rooms across US and European hospitals.
The funding will go toward AI engineering talent, expanding model accuracy across surgical specialties, and speeding up electronic health record integration.

Stats & Key Facts

#$7 million seed funding round led by Index Ventures
#More than 400 operating rooms in the deployment pipeline across the US and Europe
#16% of standard procedures contain missed billable steps, per the company
#Roughly 10% reimbursement gap per case that manual review tends to miss
#About $800 in average uncaptured revenue per surgical procedure
#More than 400 million surgeries performed worldwide each year, the market the company targets

What the $7M seed round funds and who backed it

Index Ventures led the round, joined by a roster of early-stage funds and operator angels.

›Lead investor: Index Ventures, a firm with a history of backing healthcare and software companies.
›Participating funds: Seedcamp, Frst, No Label Ventures, Sequoia Scout, and Entrepreneurs First.
›Angel investors: Jean Nehme, founder of Digital Surgery (acquired by Medtronic); Othman Laraki, CEO of Color Health; and Charlie Songhurst, a Meta board member.
›The capital targets AI engineering hires, broader model accuracy across surgical specialties, and faster integration with hospital records systems.

How Uncovr turns operating room video into clinical records

The platform uses real-time computer vision to read surgical and endoscopic video while the procedure is underway. It tracks instrument changes, anatomical steps, and clinical decisions during laparoscopic, robotic, or endoscopic cases.

From that footage and the surrounding workflow data, the system drafts an operative report and recommends procedural and billing codes. The goal is to ground the record in what the camera saw rather than in what the surgeon remembers later.

The output is a draft, not a final record. A surgeon reviews and approves every report and code before anything reaches the electronic health record.

The documentation problem that costs hospitals money

Surgical notes are often written from memory hours after the case, which creates gaps.

Operative reports are the legal record of a procedure, the basis for billing, and the reference point for future treatment. Despite that weight, surgeons still reconstruct them by hand long after the operation ends, so details get lost.

Uncovr says missed billable steps appear in 16% of standard procedures, producing roughly a 10% reimbursement gap per case that manual review tends to overlook. The company puts the average uncaptured revenue at about $800 per surgery.

Better records also support patient care. Documentation tied to the actual procedure helps with reimbursement integrity, coding quality, and continuity of care across follow-up treatment.

The founding team behind Uncovr

The three founders bring operations, AI, and surgical experience together.

›Ines Iraki, CEO, is a healthcare operations expert who spent time in operating rooms identifying the gap between what surgical systems capture and what hospitals use.
›Johann Diep is an AI and computer vision engineer who previously built autonomous tracking systems for the European Space Agency and ETH Zurich, with prior defense work.
›Professor Eric Vibert is a senior surgeon, Chief of Surgery at AP-HP, who has seen the clinical fallout of incomplete operative reporting firsthand.
›The team frames the company as building a single system of record for surgery.

Traction so far and where the company operates

Uncovr emerged from stealth with live deployments and a sizable pipeline.

The company runs out of New York and Paris and works with hospitals in both the United States and Europe. It reports live deployments at leading hospitals alongside a pipeline of more than 400 operating rooms.

To train and validate its models, Uncovr says it has analyzed thousands of hours of surgical and endoscopic video to date. That data underpins the accuracy of the draft reports and code suggestions the system produces.

The broader opportunity is large. More than 400 million surgeries take place worldwide each year, and most of that procedural data goes unused after the case closes.

What this means for non-technical readers

Stripped of the jargon, the pitch is simple.

Think of Uncovr as a note-taker that watches the surgery and writes the paperwork while it is fresh, then hands a draft to the surgeon to check and sign. The surgeon stays in charge, but the busywork shrinks.

For hospitals, the appeal is twofold. Cleaner records reduce billing that slips through the cracks, and they create a more reliable account of each procedure for safety, compliance, and later care.

The funding is a seed round, the earliest institutional stage, so the business is still proving itself. The size of the investor list and the 400-room pipeline suggest early confidence rather than a finished, mass-market product.

Frequently Asked Questions

What does Uncovr actually do?

Uncovr reads surgical and endoscopic video in real time and turns it into structured clinical records, a draft operative report, and suggested billing codes before the surgeon leaves the operating room. A surgeon reviews and approves every output before it enters the patient record.

How much did Uncovr raise and who led the round?

Uncovr raised $7 million in seed funding led by Index Ventures. Seedcamp, Frst, No Label Ventures, Sequoia Scout, and Entrepreneurs First also participated, along with angel investors including Digital Surgery founder Jean Nehme and Color Health CEO Othman Laraki.

Does the AI replace the surgeon's judgment?

No. Uncovr produces drafts only. The surgeon must review and approve every operative report and billing code before anything is submitted to the electronic health record, so clinical judgment stays with the physician.

Why does surgical documentation lose hospitals money?

Surgeons often write operative notes from memory hours after a case, so steps get missed. Uncovr says billable steps are missed in 16% of standard procedures, creating roughly a 10% reimbursement gap per case and about $800 in uncaptured revenue per surgery.

Who founded Uncovr and where is it based?

Uncovr was founded in 2025 by Ines Iraki, Johann Diep, and Professor Eric Vibert, and operates out of New York and Paris. The team combines healthcare operations, AI and computer vision engineering, and senior surgical experience.

Uncovr's $7 million seed round backs a clear idea: let an AI write the surgical paperwork from the video while the surgeon reviews and signs off. With more than 400 operating rooms in its pipeline, the early test is whether cleaner records translate into recovered revenue and better patient care.