The RWE Company

We translate
health data
into evidence

Specialized research organization in real-world data.
We transform health data into scientific arguments for the pharmaceutical industry, medtechs, academic research, and health authorities.

7
CNIL-authorized EDS
65M
SNDS beneficiaries
35+
Projects completed in 2025
45+
Clients

Four expertises,
one integrated vision

A multidisciplinary team covering the entire real-world data value chain, from collection to evidence.

Pharmacoepidemiology & Biostatistics

Observational studies on SNDS and hospital EDS, primary care, or pharmacy data. Phenotyping algorithms, survival analyses, causal modelling, and retrospective cohorts.

Prevalence / IncidenceCohortsPhenotypingSurvival
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Data Engineering & AI

Secure ETL pipelines, SNDS extraction and linearization (Victoria pipeline), machine learning models, and clinical natural language processing.

Victoria PipelineMachine LearningDeep Learning266 variables
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Regulatory Strategy

Largest private portfolio of CNIL-authorized EDS in France. CESREES submissions, reference methodologies MR-004 / MR-006, GDPR governance, and DPO support.

CNIL / CESREESMR-004 / MR-006GDPRDPO
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Market Access & HEOR

Burden of disease studies, budget impact models, cost-effectiveness analyses, and support for HAS/CEPS submissions, anchored in real French consumption data.

HAS / CEPS SubmissionsBurden of IllnessBudget ImpactCost-effectiveness
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Sources 7
MagellanSNDS · 65M beneficiaries
THIN®EMR · 3,050 physicians
SOG HealthPharmacy · 85% pharmacies
CardioHubSFC · 6 registries
UroCCRCHU Bordeaux · Kidney cancer
ColibriCHU Nice · Pulmonology
DataMeshCHU Poitiers

Data ecosystem

The broadest coverage
on the French market

Seven CNIL-authorized health data sources, covering primary and hospital care, pharmacy, cardiology, urology, pulmonology, and gynaecology. 6 EDS are natively linked to SNDS to enrich patient journeys.

13
Therapeutic areas
31
SOG Health observatories
70%
EDS-SNDS market share
Explore our data sources to answer your research questions

A model
for every need

From one-off studies to continuous data flows, we adapt our approach to your operational and regulatory challenges.

01
Full SNDS

Magellan

Complete pharmacoepidemiological study on SNDS. Protocol, extraction, analysis, and publication-ready report.

8 to 12 months (vs 24+ standard)
HAS submissions, post-registration, RWE
02
Simplified

Specialty EDS

Simplified access to our specialized EDS (CardioHub, Colibri, DataMesh, SOG Health, THIN).

3 to 6 months
Multi-project, SNDS cross-linked data
03
Dedicated

EDS On-demand

Your own health data warehouse built and hosted by Clinityx. NIS + SNDS linkage.

Variable
Dedicated HDS infrastructure
04
Analytical

Secure Environment

Isolated analytical environment, CNIL-compliant by design. Bring your own data.

Custom
R, Python, Jupyter
05
Pharmacy

SOG Health Observatories

31 monthly pharmacy dispensing observatories. 85% of pharmacies, 13 therapeutic areas, 20+ subscribed laboratories.

Monthly (subscription)
Adherence, market share, vaccines
06
MR-006 / MR-008

PMSI / eSND

Access to national PMSI data (via ATIH, MR-006) or eSND (via CNAM, MR-008) for industry. General population studies.

6 to 18 months
Burden of disease, drug consumption, patient journeys

Results that
make a difference

Rheumatology · 2026

Time and patient journey to axial spondyloarthritis diagnosis in French primary care

Retrospective study of 7,313 axSpA patients in France (2000–2023). Analysis of the diagnostic pathway from first primary care records. THIN database.

THIN France Read
J Med Econ · 2025

All-cause healthcare resource utilization and costs among adults with long-COVID in France

Retrospective cohort study of 30,122 adults with long COVID in France (2020–2022). Average annual cost of €2,443 per patient during the first year post-diagnosis.

THIN France Read
JACC Cardiovasc Interv · 2025

Coronary Events After Transcatheter Aortic Valve Replacement: Insights From the France TAVI Registry

Assessment of the incidence and prognostic impact of coronary events post-TAVI. Revascularization by angioplasty was associated with a better prognosis.

France-TAVI Read

Semaphore

Our transparency portal informs patients about each research project using their health data. Cited by the CNIL as a best practice.

Visit the portal

Patient information (art. 14 GDPR)

Each study has an information sheet accessible online, compliant with CNIL requirements.

Search by condition

Patients find studies related to their condition and understand how their data is used.

CNIL reference

Mentioned in CNIL deliberations (Magellan n°2025-006) as a transparency mechanism.

Customizable SaaS solution

Available for any data controller. Deployable for your own EDS or registries.

More information about our dedicated solution

Let's transform your data
into clinical evidence

Contact our team to discuss your next project.
From feasibility to publication, we support you every step of the way.