Unleash the potential of your sensitive data without compromising privacy.
Avatar software turns your personal data into anonymous synthetic data, ready to be analyzed, shared, or used in AI — in full compliance.
✅ RGPD-compliant
✅ Successfully assessed by the CNIL
✅ Made in France
✅ Utility & Privacy proven
✅ All sizes of datasets
✅ All types of data
Product news 2025 🚀
- New web client :
More ergonomic, multitable, time series management, available in several languages. - New API :
Faster, more scalable, native integration of Differential Privacy. - New Python client :
Simplified experience for data teams. - New infrastructure :
Highly scalable, HDS hosting in France via Scaleway.
Clever Cloud integration :
For sovereign, high-performance hosting..
How to use it?
One of our priorities is to make data anonymized easy thanks to avatar data.
With this in mind, we follow 5 main steps to perform an avatarization:
- Import: Import your data in just a few clicks.
- Set the parameters: Define your preferences and constraints.
- Generate: Transform your data into secure avatar data.
- Evaluate: Automatically check for utility and privacy.
- Exploit avatars: Share, analyse, or train your AI models.
Two pillars: utility & privacy
Avatar evaluates each dataset according to these two key criteria, resulting in an automatic, clear and demonstrable report.
And to support you?
We offer training, responsive support and ready-to-use Python and R clients.
What the avatar solution allows
The avatar solution is compatible with any type of tabular data, including continuous, categorical data, dates, and geolocations.
The avatar solution includes features applicable on very large data sets and data hierarchical.
How do I install it?
Available in seconds through our SaaS offer, but can be deployed in a few hours on your infrastuctures through docker.
The applications consists of several components: an HTTPS API, a dask cluster, temporary storage and a database to store metadata. It is deployed on-premise through docker-compose.
The end user can use both the web client or the python client to ease integration within any tool, data processing pipeline, or notebooks.
Security is one of our cornerstones: our code is audited using automated static analysis, and data is encrypted in transit and at rest. Find out more in our technical documentation.