Tumult

What it is

Tumult Analytics\nTumult Analytics is an advanced platform designed for deploying differential privacy 2.0. It is built to be robust and production-ready, ensuring privacy at scale. The platform runs on Spark and can handle input tables with billions of rows, making it suitable for large-scale applications. Additionally, Tumult Analytics provides familiar Python APIs akin to Pandas and PySpark, simplifying the adoption process.

Features

• Robust and Production-Ready—Tumult Analytics is not just advanced; it's built for robust production use, ensuring privacy at scale.
• Scalable—The platform runs on Spark and can seamlessly handle input tables with billions of rows, making it suitable for large-scale applications.
• Easy to Use—While powerful, Tumult Analytics provides familiar Python APIs akin to Pandas and PySpark, simplifying the adoption process.
• Powerful—It supports a wide range of aggregation functions, data transformation operators, and privacy definitions, giving you the flexibility needed to protect sensitive data.

Pricing

Pricing model: Freemium