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What is Duality?

Duality Technologies delivers a state-of-the-art privacy-enhancing platform that empowers enterprises to securely collaborate, analyze, and run AI models on sensitive, distributed, or inaccessible data without ever exposing the underlying information. Utilizing cutting-edge Privacy Enhancing Technologies (PETs) such as fully homomorphic encryption, federated learning, and trusted execution environments, Duality ensures data confidentiality, sovereignty, and regulatory compliance throughout the data science lifecycle. The platform enables seamless secure collaboration across organizational boundaries, data silos, and international borders, facilitating use cases in finance, healthcare, government, and marketing. With Duality, organizations can unlock deep insights, improve research capabilities, and accelerate data-driven innovation without the risks associated with data sharing or movement. It integrates effortlessly with major cloud service providers including AWS, Microsoft Azure, and Google Cloud, offering scalable and verifiable compliance-driven workflows. Duality’s collaboration hub manages governance and controls, allowing enterprises to securely share and analyze encrypted data with partner organizations. The platform supports complex AI workloads with privacy-first design, enabling customers to safely evaluate third-party AI models and securely train their own on encrypted datasets. Industry leaders trust Duality to balance powerful data science with uncompromising privacy, driving competitive advantage through secure collaboration. Their technology also underpins government programs requiring post-quantum security and zero-trust principles. Overall, Duality transforms how sensitive data is utilized, allowing organizations to harness AI innovation while maintaining absolute control over privacy and compliance.

What is Anoni?

Anoni helps professionals harness the power of AI technology while ensuring the protection of confidential documents. Numerous industries such as legal, human resources, healthcare, accounting, consulting, and public administration often encounter difficulties in implementing AI tools due to the existence of personal and sensitive details within contracts, resumes, case files, patient records, and client documents. The conventional method of manually redacting this information can be labor-intensive, susceptible to errors, and might diminish the document's usability. To tackle these concerns, Anoni processes documents directly on the user's device, effectively identifying personal and confidential data, and subsequently anonymizing, pseudonymizing, or redacting it prior to any sharing, analysis, or AI application. Importantly, the documents remain securely stored on the user's machine, eliminating the need for cloud-based processing services. Originating from France, Anoni caters to users who prioritize privacy in AI-driven tasks, document evaluation, collaborative efforts, and data preparation activities. Its capabilities encompass local processing, customizable detection parameters, advanced pseudonymization methods, and the provision of detailed reports—all while ensuring the user's environment remains intact. This approach guarantees careful handling of sensitive information, facilitating seamless integration into efficient workflows. Moreover, Anoni empowers users to manage their data responsibly, allowing them to benefit from AI advancements without compromising confidentiality.

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Integrations Supported

@RISK
AMI Data Center Manager
Amazon Web Services (AWS)
IBM Cloud
Oracle Cloud Infrastructure

Integrations Supported

API Availability

Has API

API Availability

Pricing Information

Pricing not provided

Pricing Information

$0
Free Version

Supported Platforms

SaaS

Supported Platforms

SaaS
Windows
Mac
Linux

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Webinars
Online Training

Training Options

Documentation Hub

Company Facts

Organization Name

Duality Technologies

Company Location

United States

Company Website

www.dualitytech.com

Company Facts

Organization Name

Anoni

Date Founded

2026

Company Location

France

Company Website

anoni.dev/

Categories and Features

AI Research Tools

Not specified

Confidential AI

Not specified

Data Clean Room

Not specified

Categories and Features

Confidential AI

Not specified

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