NEW
Attract your visitors attention to share important message.
x

The Most Advanced Platform to Deploy Differential Privacy

Why use Tumult Analytics

Robust and production-ready
Built and maintained by a team of differential privacy experts, and running in production at institutions like the U.S. Census Bureau.
Scalable
Runs on Spark and effortlessly supports input tables containing billions of rows.
Easy to use
Familiar Python APIs similar to Pandas and PySpark
Powerful
Supports a large and ever-growing list of aggregation functions, data transformation operators, and privacy definitions.

Build Sophisticated Workflows

POWERFUL TRANSFORMATIONS
Perform public and private joins, filters, or user-defined functions on your data
PRIVATE 
AGGREGATIONS
Compute counts, sums, quantiles, and more under multiple privacy models

Get Started in Minutes

Differential privacy made easy, thanks to our simple tutorials and extensive documentation.

Under the Hood

Tumult Analytics is 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.
AUDITABLE
Built by composing small, easy-to-review components
SECURE
Provably safe stability tracking and floating-point primitives
EXTENSIBLE
Uses a generic framework based on peer-reviewed research

Interact with the Tumult Community

Join the mailing list
Sign up to receive infrequent notices on new releases and feature additions.
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
Reach out
We always welcome feedback, feature requests, or questions about our platform and its documentation.
Contact Us
Join our Slack