USE CASES FOR YOUR INDUSTRY
Discover how ANA Cohort addresses your specific challenges.

Master your data, secure your partnerships
For Hospitals & Healthcare Groups
Your institutions produce massive volumes of data every day: imaging, biology, reports, registries... The challenge is no longer just to store them, but to exploit them in a secure, useful, and compliant way.
- Build structured databases and cohorts for clinical research and innovation
- Standardize and document your data to facilitate multi-center projects and research networks
- Secure collaborations with industry partners through better visibility on shared data quality
- Reduce the burden on clinical and support teams: less time cleaning data, more time for research and patients
Benefits
- Time savings for medical and research teams
- Better traceability for ethics committees, DPO, IT departments
- Data ready for grant applications and industry partnerships
- Alignment with Health Data Governance requirements
Structure and harmonize your data at scale
For Learned Societies & Research Networks
Learned societies and research networks face a common challenge: harmonizing heterogeneous data from many centers, sometimes over several years.
"In less than a week, we had the data in hand."

Daniel Leite
Head of Marketing, AI4Med Imaging
- Definition of key variables and quality criteria at network scale
- Harmonization of data from multiple sites
- Tooling to build, update, and document cohorts at scale
- Data preparation for publications and multi-center projects (imaging, registries, routine data)
Use cases
- Multi-center registries in imaging or surgery
- Multi-site retrospective studies from routine data
- Harmonization of imaging and data quality criteria
- Building databases ready for AI or advanced analytics projects
Robust clinical data for your innovations
For MedTech, Pharma & Industry
The success of a medical device, AI algorithm, or drug depends on the quality of clinical data used for its design, validation, and monitoring.
- Identify and structure relevant cohorts in partner hospital centers
- Implement traceable and auditable data pipelines (clinical trials, CE marking, post-market, observational studies)
- Accelerate your projects while respecting regulatory and ethical constraints
What you get
- Access to qualified data rather than mere data volumes
- Better reproducibility of results
- Acceleration of validation and iteration phases
- A single point of contact who speaks clinical, data, and industry