Unleash the power of your health data.

Physight builds Panorama, the platform that turns everyday clinical practice into structured, research-ready data.

Spin-offAP-HPInria
  • Optimize daily care
  • Accelerate clinical research
  • Make your data AI-ready
  • Real-world deployment
  • 3,000 structured patients
  • CESAR project
  • Hôpital Lariboisière
The Physight platform

Structured data, captured at the point of care.

01
Capture
Patient data
Every encounter recorded in structured fields, no transcription. Doctors fill what they always have; the structure is implicit.
02
Reason
Clinical AI
A medical reasoning engine pre-fills clinical reports and guides clinicians as they write. Every suggestion is grounded in evidence.
03
Plan
Adaptive scheduling
Care planning adapts to the patient's clinical context and to your unit's active trials. Less coordination overhead, more useful time.
04
Integrate
DPI · EHR
Panorama plugs into existing patient records with no tool change and no double-entry. Live where the care happens.
05
Explain
Auditable trace
Every line of every report traces back to the clinical evidence that produced it. No black box. Customizable from day one.
06
Research
Trial-ready
Each encounter ends research-ready. Cohorts are queryable the moment data lands, with standardized variables and full provenance.
07
Open
Standards
Standard APIs, data models, and medical terminologies keep your data portable. Physight is a core contributor to clinical interoperability.

Your data exists. You can't reach it.

Panorama turns that scattered data into structured, reliable, usable resources.

AI

Your medical data is still hard for AI to use: scattered, incomplete, hard to reach, and rarely structured.

Panorama → Every data point structured at the source, in standardized schemas, AI-ready from day one.
Caregiver time

Copy-paste, double-entry, retyping results: time lost away from care.

Panorama → Capture at the point of care, clinical-reasoning pre-fill, no tool change.
Patient journey

Your patient journey generates a lot of dead time, rarely turned into something useful for care or research.

Panorama → Every step of the journey becomes a source of useful data — for care and for research.
Research

Without structured capture at the point of care, your researchers spend months re-entering clinical-study variables into specialised software, with a heightened risk of errors.

Panorama → Study variables captured once, at the point of care. Cohorts queryable instantly, full provenance.

Deployed at AP-HP, Europe's largest hospital network.

From clinical service to research, Panorama structures data where it's produced.

AP-HP
CESAR · Cardiac emergency unit · Hôpital Lariboisière (AP-HP)

AI-ready platform for the unit.

A structured database under a clinical research protocol, prospectively collecting multimodal data.

3,000
patients
Apr. 2025
live since
Department of Anesthesia & Critical Care · Hôpital Lariboisière (AP-HP)

Anesthesia and critical care, at scale.

Panorama supports the department of anesthesia and critical care on structured perioperative and ICU data collection.

57,048
general anesthesias
Time saved
Panorama saves me 30 minutes of admin every day.
FM
Filomena MonteiroMedical assistant · CESAR
Less double-entry
No more double-entry, no labels to stick across ten pages. Panorama lifted my day.
VD
Valentine DangNurse · CESAR
Clinical adoption
We can't wait for Panorama to roll out across all of cardiology.
PH
Prof. Patrick HenryDepartment head · Cardiology
They trust us
AP-HPInriaBpifrance — i-Lab 2024Le PointParis Santé CampusAgoranovUniversité Paris-Saclay

A platform built where care happens.

Physight is a French medical-technology startup, an AP-HP and Inria spin-off, born in the basements of Hôpital Lariboisière — out of a problem lived on the ground: care data that's precious, but too often scattered, retyped, or hard to reuse.

  1. 2020

    On the hospital floor

    A team rooted in Hôpital Lariboisière, in direct contact with doctors, nurses and researchers.

  2. 2023

    The diagnosis

    The data exists — but it's rarely structured at the right moment, in the right format.

  3. Apr 2025

    The CESAR trigger

    Opening the CESAR cardiac emergency unit revealed the need for structured capture that serves both care and research.

  4. 2025

    Panorama

    A platform built to turn everyday care data into research-ready resources.

Design with caregivers. Integrate with systems. Serve research.

Panorama is built in close contact with users, inside real hospital workflows, with one requirement: structure the data without adding to the teams' daily load.

01

Co-build with caregivers

We design our tools with the doctors, nurses and researchers who use them every day.

02

Structure without burden

Data is organized at the moment it's produced — useful for care, reusable for research.

03

Plug into what's there

Panorama relies on standards, APIs and data models built to flow between tools.

What we defend in every product.

Democratic care
Make personalized, AI-augmented care available to patients of every demographic, gender, and social background.
Product-centric
We're rooted in modern product practices that shape every decision we make.
Frugality
We build low-footprint systems that scale and run in low-resource environments with minimal environmental impact.
Interoperate
Healthcare's fundamental transformation only happens once data follows standards and flows between systems. We aim to be a core contributor by making data available to clinicians, hospitals, and partners through standard APIs, data models, and medical terminologies.

Doctors, engineers, researchers, side by side.

Physight brings together medical, scientific and technical profiles to design software that fits the real constraints of clinical work.

187+

cumulative scientific publications across the team. A research-driven team.

Technical staff
  • Dr. Majd Abdallah
    Senior research scientist
    Dr. Majd Abdallah
  • Maël Reynaud
    Research engineer
    Maël Reynaud
  • Eliana Junker
    Research engineer
    Eliana Junker
Clinical collaborators
  • Dr. Paul-Jun Martial
    Dr. Paul-Jun Martial
  • Dr. Alexandre Boutigny
    Dr. Alexandre Boutigny
  • Dr. Kanssaa El Ayeb
    Dr. Kanssaa El Ayeb
  • Dr. Elsa Manquat
    Dr. Elsa Manquat
  • Dr. Jona Joachim
    Dr. Jona Joachim
  • Pr. Fabrice Vallée
    Pr. Fabrice Vallée
  • Dr. Jean-Guillaume Dillinger
    Dr. Jean-Guillaume Dillinger
  • Dr. Julien Hudelo
    Dr. Julien Hudelo
Advisors
  • Kamel Zeroual
    Business
    Kamel Zeroual
  • Pr. Alexandre Mebazaa
    Clinical
    Pr. Alexandre Mebazaa
  • Dr. Pierre Haren
    Business
    Dr. Pierre Haren
  • Dr. Alexandre Gramfort
    Science
    Dr. Alexandre Gramfort

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