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Feature #1213

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[A] Matricis.ai — Raphaëlle Taub (insurance)

Feature #1213: [A] Matricis.ai — Raphaëlle Taub (insurance)

Added by Redmine Admin about 1 month ago. Updated about 1 month ago.

Status:
In development
Priority:
High
Assignee:
-
Start date:
06/25/2026
Due date:
% Done:

0%

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Description

**Founder:** Raphaëlle Taub — CEO & Co-founder
**Background:** insurance | verified: True — Raphaëlle Taub's professional background is in physics academia and (re)insurance. She trained in physics/biophysics at ENS Lyon, holds a doctorate in physics (University of Paris-Saclay) and an MBA for scientists from Collège des Ingénieurs. Her first job after her MBA was in reinsurance risk analysis, before she co-founded the femtech/medical-AI startup Matricis.ai (AI for detecting gynecological pathologies such as endometriosis), where she is CEO & Co-founder.
**Stage / fundraise:** Early-stage (founded 2022), deeptech spin-out from ENS/INRIA + AP-HP; first US clinical pilot launched April 2026. / Accelerator/grant-backed (Allianz France, Station F, 212Founders, i-Lab 2024); no confirmed priced round — likely building toward a raise.
**Regulatory trigger:** Class IIa SaMD under EU MDR (CE marking + clinical validation + reimbursement) and now US/FDA path via SimonMed pilot.
**Email:** (confidence high) — Published in the official EndomAI/SimonMed press release as the company contact ("Raphaelle Taub | contact [at] matricis.ai | https://matricis.ai"), via the Yahoo Finance syndication of the GlobeNewswire release (April 2026). This is a real, published address — not inferred.
**LinkedIn:** https://www.linkedin.com/in/raphaelle-taub-370382b9 **Website:** https://matricis.ai/
**Score:** 12 -> Tier A
**Hook:** Open on the SimonMed US pilot + the candid "decade-long diagnostic delay is unacceptable" framing, then connect her reinsurance/risk lens to the regulatory reality: a class IIa SaMD heading into both CE marking and the US needs auditable IEC 62304 traceability and clinical evidence — built once, reused for both files. Position OmDev as the senior dev team + dedicated CTO + compliance engine (SOUP register signed each build, requirements-to-code-to-test traceability feeding the MDR/IEC 62304 file) that lets a lean deeptech ship production-grade medical software ~3x cheaper than hiring it in-house, at a fixed monthly price, with Matricis owning the code — so the team's ML talent stays focused on the model, not on standing up a regulated software org.

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## Founder & background
Raphaëlle Taub is CEO & co-founder of Matricis.ai. She is a normalienne (ENS Lyon) with a PhD in physics (Paris-Saclay) and an MBA from Collège des Ingénieurs — but crucially her first professional role was in **reinsurance risk analysis** ([JFD](https://www.joinjfd.com/en/raphaelle-taub-founder-of-matricis-ai-revolutionizing-female-radiology-through-ai/)), an insurance-sector background that tops the priority axis.
She co-founded the company with Élise Mekkaoui (an endometriosis patient who originated the concept) and Arnaud (an ML post-doc), spun out of AP-HP and INRIA. CEO role confirmed via her [LinkedIn](https://www.linkedin.com/in/raphaelle-taub-370382b9).

## Funding & momentum
Founded 2022 ([Crunchbase](https://www.crunchbase.com/organization/matricis-ai)); won the **i-Lab 2024** national deeptech grant ([data.gouv.fr](https://www.data.gouv.fr/datasets/laureats-i-lab-concours-national-daide-a-la-creation-dentreprises-de-technologies-innovantes-1)).
Backed by the **Allianz France accelerator** (Fall Batch 2024), Station F, 212Founders, Next Sequence and Prevent2Care Lab. No confirmed priced round found — profile fits seed/grant-funded with a raise likely ahead to fund CE marking, clinical validation and US growth. Major momentum signal: **first US clinical pilot launched April 2026 with SimonMed Imaging** ([Yahoo Finance](https://finance.yahoo.com/sectors/healthcare/articles/matricis-ai-launches-first-u-182900635.html), [SimonMed](https://simonmed.com/about/news/simonmed-matricis-ai-mri-endometriosis-detection/)).

## Product & regulatory
**EndomAI** is an AI copilot that reads pelvic MRI to detect, map and characterize endometriosis (and adenomyosis/fibroids), producing standardized reports and surgical-planning lesion maps; reads stay radiologist-supervised ([Yahoo Finance](https://finance.yahoo.com/sectors/healthcare/articles/matricis-ai-launches-first-u-182900635.html)).
Taub describes it as a **"class 2.a medical device, subject to strict European standards"** with planned **reimbursement** by Social Security/insurers, requiring formal clinical studies ([JFD](https://www.joinjfd.com/en/raphaelle-taub-founder-of-matricis-ai-revolutionizing-female-radiology-through-ai/)) — i.e. a clear MDR/CE + IEC 62304 + reimbursement trigger, now compounded by a US/FDA path.

## Pain & buying signals
A lean ENS/INRIA deeptech team is carrying a class IIa SaMD through CE marking, clinical validation and now a 200-patient US pilot — heavy regulated-software lifecycle work with no evidence of a dedicated CTO/regulatory-engineering function (Arnaud's ML post-doc covers research, not production medical-software traceability).
Reachable: named CEO with active LinkedIn and a **published company email** (``, per the press release).

**Why OmDev fits:** OmDev gives Matricis a senior dev team + dedicated CTO + a compliance engine (per-build signed SOUP register, requirements-to-code-to-test traceability feeding the IEC 62304/MDR file) at a fixed monthly price ~3x cheaper than building that regulated-software org in-house — with Matricis owning the code, freeing the founders' ML talent for the model and the dual CE/US filings.

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**Sources:** https://www.joinjfd.com/en/raphaelle-taub-founder-of-matricis-ai-revolutionizing-female-radiology-through-ai/ · https://matricis.ai/ · https://finance.yahoo.com/sectors/healthcare/articles/matricis-ai-launches-first-u-182900635.html · https://simonmed.com/about/news/simonmed-matricis-ai-mri-endometriosis-detection/ · https://www.crunchbase.com/organization/matricis-ai · https://app.dealroom.co/companies/matricis_ai · https://www.data.gouv.fr/datasets/laureats-i-lab-concours-national-daide-a-la-creation-dentreprises-de-technologies-innovantes-1 · https://www.myfrenchstartup.com/fr/startup-france/344760/matricisai · https://www.linkedin.com/in/raphaelle-taub-370382b9

RA Updated by Redmine Admin about 1 month ago Actions #1

  • Status changed from Submitted to Design

DRAFT Email 1 (outcome-sell, 3x value prop):

To: Raphaëlle Taub — (confiance HAUTE, inbox société) · Redmine #1213
From:
Objet: Matricis en classe IIa : la preuve logicielle qui arrive

Bonjour Raphaëlle,

Vous venez de la réassurance et du risque, vous savez ce que vaut une preuve auditable. Avec Matricis en classe IIa qui part vers le marquage CE et les États-Unis (pilote SimonMed), la charge de preuve logicielle arrive vite.

Chez OmDev, on devient votre équipe de dev : des développeurs seniors et un CTO dédié, à budget mensuel fixe, pour environ 3 fois moins cher que de recruter l'équivalent en interne. Et notre chaîne produit la preuve de conformité au fil de l'eau (registre SOUP signé à chaque build, traçabilité entre les exigences, le code et les tests), prête pour votre dossier IEC 62304 / MDR. La certification reste chez vous, le code aussi.

On en parle 15 minutes ? https://calendly.com/pollet-dam/discussion. Ou répondez-moi, simplement.

Damien
OmDev, omdev.tech

Si vous préférez ne plus recevoir de messages de ma part, dites-le moi.

RA Updated by Redmine Admin about 1 month ago Actions #2

  • Status changed from Design to In development

Email 1 envoye le 2026-06-25 (depuis ). Relance Email 2 le 2026-06-30, Email 3 le 2026-07-04 si pas de reponse.

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