Sarus, a privacy layer for analytics and AI, enables secure research and data analysis without exposing sensitive information
HQ
France
Founded
2020
Employees
10
Sarus provides a privacy layer that enables organisations to fully utilise sensitive data while ensuring its security. This innovative solution allows data scientists and analysts to work with data without direct access, streamlining compliance and maximising security from the outset.
Sarus implements cutting-edge research in privacy-preserving technology, including differential privacy, remote execution, and synthetic data. Differential privacy ensures that each query result is provably safe. The platform generates synthetic data using a generative-AI model trained with differential privacy, making it safe and seamless to work with unseen data. Sarus also rewrites all data processing jobs into privacy-safe versions on-the-fly, providing robust privacy guarantees for all queries and manipulations.
Sarus can be deployed in minutes, either on-premises or in your public cloud, using Docker or Kubernetes. Users can connect Sarus to their data source and select the tables for which they want to allow safe querying. Query access rights can be granted to data consumers, and the level of privacy protection for any query they submit can be defined. Data consumers can leverage data with their favourite tools such as SQL, pandas, and sklearn, with Sarus ensuring that all outputs comply with their privacy policy.
Sarus is designed for AI & Analytics Teams who need to dive deep into the usage of sensitive data while maintaining privacy. It is particularly useful in fields such as healthcare, finance, and sustainable cities, where data privacy is paramount.
Sarus is headquartered in Paris, France. The company was founded in 2020 by three experienced entrepreneurs with strong backgrounds in engineering and science. Since its inception, Sarus has raised over €3M in funding.
The company believes that the potential of AI should not come at the cost of privacy. Sarus is committed to developing a privacy layer that allows enterprises and public organisations to unlock the full potential of sensitive data while keeping it secure. The team at Sarus has delivered breakthrough science, published innovative approaches to privacy-preserving AI, and built a robust product that has already signed its first clients.
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