The Tumult Platform is the most advanced software platform for designing and deploying differentially private solutions
The Tumult Platform allows data scientists and software engineers to build sophisticated differentially private workflows leveraging Python and Apache Spark.
Rapidly develop using familiar APIs similar to Pandas and Spark.
Perform sophisticated private analyses, interactive queries, or generate synthetic data.
Runs effortlessly on input tables containing billions of rows.
Built on a secure foundation that ensures end-to-end differential privacy.
Implement sophisticated differentially private applications using a simple Python API.
Build sophisticated workflows using:
Data transformations (filters, joins, user-defined functions)
Private aggregations (counts, sums, quantiles, and more)
Define analytics workflows that run once or at regular intervals to generate shareable analytics.
Wrap a sensitive data source in an interactive interface that analysts can repeatedly query.
Generate tabular data that is statistically similar to sensitive source data. Share it widely because it satisfies end-to-end differential privacy.
Designed with award-winning technology for the greatest statistical fidelity.
Synthesize from large data sources without GPUs or days of computation.
The robust protection offered by differential privacy is only as good as the implementation that underlies it. The Tumult Analytics APIs are built on our sophisticated privacy foundation, Tumult Core, which mediates access to sensitive data and means that every program and application comes with an embedded proof of privacy.
State-of-the-art variants of differential privacy
Vulnerability-free noise addition mechanisms
Data transformations with automated stability tracking
Secure random number generation
Our scalable solutions are designed to work with a variety of systems and languages.
We’ve made our platform intuitive and easy-to-use so you can start generating differentially private results quickly. But if your team needs assistance along the way, Tumult’s tutorials, training sessions, and bootcamps can help. And our recognized experts are always available for a consultation.Talk to an expert