Open data flows more securely and more efficiently than ever before with leading privacy and security technologies. Duality enables you to open collaborative data flows across borders and domains while protecting data privacy.
Your intelligent, privacy-preserving AI partners that guide you through your research—from formulating a question to extracting insights and generating reports. All with full data security and zero exposure.
Run high-performance SQL-like encrypted queries ensuring data privacy while unlocking powerful insights in a privacy-preserving manner.
Run any model on any data in a Trusted Execution Environment while protecting privacy and security of your assets.
Collaborate with partners to securely run federated learning and analytics on any dispatched data located anywhere.
The Duality privacy-preserving data collaboration platform leverages cryptographic methodologies that enhance several Privacy Enhancing Technologies (PETs) for secure data collaboration while complying with data security and privacy regulations.
Securely share insights by performing privacy-preserving queries on decentralized data sets.
Duality uses the leading open source for fully homomorphic encryption (AKA FHE), empowering data teams and data owners with tools for secure collaboration on sensitive data.
Duality seamlessly integrates with your existing systems, making it easy to set up collaborative projects quickly and at scale. Our secure data collaboration platform allows you to perform model training and inference, run descriptive statistics, and execute SQL-like queries, all while utilizing encrypted data or models. Furthermore, the platform offers flexible privacy controls, enabling you to set different access levels and data-sharing permissions for different collaboration partners within a project, ensuring data privacy and reducing data leakage risks.
With these privacy controls and the ability to perform advanced data analysis securely, organizations and government agencies are well-equipped to navigate the modern data ecosystems. Securely collaborate with partners in any environment to unlock the value of sensitive data, drive revenue, and enhance efficiency, all while knowing that their data practices comply with stringent data privacy laws and leverage the full potential of their collective data assets.
Secure data collaboration and analysis on your terms: any computation, any environment, any geography.
Built-in data management capabilities running in a secured environment such as schema alignment, data transformation, feature engineering, normalization, fuzzy matching, and more.
Ensure first-party data and sensitive information remain protected with our platform’s built-in tools for aligning schemas, transforming data, pre-processing for multiparty collaboration, and compliance with new privacy regulations.
Easy setup for building collaboration networks and maintaining full control and governance over the data and models.
Our platform harnesses the power of multiple Privacy Enhancing Technologies (PETs) to run secure machine learning, analytics, and query computations. Utilize the security and collaboration capabilities of Homomorphic Encryption (HE), Differential Privacy (DP), Multiparty Computation (MPC), Federated Learning (FL), Trusted Execution Environments (TEE), and more without needing to be a cryptographer or privacy engineer.
Utilize the latest advances in cryptography and data science to compute on real-world data and provide insights quickly, instead of waiting for weeks or months.
Our platform seamlessly integrates with your data assets, cloud storage, software infrastructure, and existing workflows using the Duality SDK, REST API, and seamless integration with leading data warehouses and data silos.
Our platform provides a collaborative environment with complete support for the data science lifecycle. From data ingestion and support for Exploratory Data Analysis (EDA), through schema alignment, pre-processing, and data preparation, to performing analysis on the data – all provided in a single collaboration tool.
Empower your organizations to share and analyze encrypted data using Duality’s Privacy Enhancing Technologies (PETs) such as Fully Homomorphic Encryption, Federated Learning, Trusted Execution Environment, and more…
Enable privacy-preserving data collaborations across your entire financial ecosystem.
Protect patient data across your healthcare network through privacy-preserving collaborations.
Transform your marketing strategies with data collaborations that respect privacy, driving digital advertising efforts with confidence and creativity.
Maximize the value of sensitive, regulated, or confidential data.
Duality’s platform, designed by top cryptographers and data scientists, securely handles your data privacy needs. With Fully Homomorphic Encryption (FHE) and advanced privacy-enhancing technologies, you can perform secure machine learning, analytics, and SQL-like queries on encrypted data. This means you can achieve data acquisition without needing to be an expert in cryptography, all while keeping sensitive information confidential.
Trusted by industry leaders like AWS, DARPA, Intel, Google, Oracle, IBM, and the World Economic Forum, our platform is a scalable solution integrated into your existing systems to adapt to ever-evolving security challenges and ensure your data is safeguarded against new threats.
