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What is Tumult Analytics?

Created and consistently enhanced by a skilled team of experts in differential privacy, this innovative system is currently in use by organizations like the U.S. Census Bureau. Built on the Spark framework, it effectively manages input tables containing billions of records. The platform features a wide and growing selection of aggregation functions, data transformation operations, and privacy frameworks. Users have the capability to perform public and private joins, implement filters, or use custom functions on their datasets. It allows for the calculation of counts, sums, quantiles, and more while adhering to various privacy models, with differential privacy made accessible through easy-to-follow tutorials and thorough documentation. Tumult Analytics is developed on our sophisticated privacy architecture, Tumult Core, which governs access to sensitive information, guaranteeing that every application and program comes with an embedded proof of privacy. The system is engineered by combining small, easily verifiable components, ensuring robust safety through reliable stability tracking and floating-point operations. Additionally, it incorporates a versatile framework rooted in peer-reviewed academic research, making certain that users can have confidence in the security and integrity of their data management practices. This unwavering dedication to transparency and security establishes a new benchmark in the realm of data privacy and encourages other organizations to enhance their own privacy practices.

What is LeapYear?

Differential privacy serves as a robust framework designed to protect data, enabling analysis and machine learning applications without compromising the privacy of individual records. LeapYear's platform, which leverages differential privacy, safeguards some of the most sensitive datasets worldwide, including social media interactions, medical records, and financial transactions. This groundbreaking method empowers analysts, researchers, and data scientists to derive meaningful insights from a diverse range of data, including those from highly sensitive domains, while ensuring that the specifics of individuals, entities, and transactions are kept confidential. Unlike traditional techniques such as data aggregation, anonymization, or masking—which often reduce the data's utility and can create vulnerabilities—LeapYear's approach to differential privacy provides solid mathematical assurances that individual records remain unreconstructable. By preserving both the integrity and the utility of sensitive information, this innovative system not only upholds personal privacy but also amplifies the capacity for insightful reporting and deep analysis. Consequently, organizations can leverage their data with confidence, assured that privacy is maintained at every step. This assurance ultimately fosters a more responsible and ethical approach to data usage in various applications.

Media

Media

Integrations Supported

Java
Python
SPARK

Integrations Supported

Java
Python
SPARK

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Tumult Analytics

Date Founded

2019

Company Location

United States

Company Website

www.tmlt.dev/

Company Facts

Organization Name

LeapYear Technologies

Date Founded

2014

Company Location

United States

Company Website

leapyear.io

Categories and Features

Data Privacy Management

Access Control
CCPA Compliance
Consent Management
Data Mapping
GDPR Compliance
Incident Management
PIA / DPIA
Policy Management
Risk Management
Sensitive Data Identification

Categories and Features

Data Privacy Management

Access Control
CCPA Compliance
Consent Management
Data Mapping
GDPR Compliance
Incident Management
PIA / DPIA
Policy Management
Risk Management
Sensitive Data Identification

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