Duality Secure Collaboration Platform

Duality Technologies develops privacy-enhancing technology for secure data collaboration and analysis. The founding year is not stated on the pages reviewed; a company press release carries a Hoboken, NJ dateline. The company targets government, healthcare, financial services, insurance and manufacturing buyers that need to analyze sensitive data across organizations.

The platform layers fully homomorphic encryption, differential privacy, federated learning and trusted execution environments with collaboration management and computation tools. Products include Secure Query, Secure Collaborative AI and Secure Federated Analytics. It can be deployed in the cloud or on-premise. Duality 4.6 (2026) adds data harmonization for multi-organization analytics.

• Secure Query: Run queries on encrypted data without moving it.
• Secure Collaborative AI: Train and run models across organizations.
• Secure Federated Analytics: Analyze distributed data without centralizing it.
• Collaboration Hub: Create and manage collaboration networks.
• Layered privacy tech: Homomorphic encryption, federated learning, confidential computing and differential privacy.
• Data harmonization: Duality 4.6 aligns differently structured datasets.

Banks can run joint anti-money-laundering analytics without sharing customer files. Hospitals can run multi-site studies on encrypted records. Telecom and retail groups can measure joint audiences without exchanging raw data.

Data stays encrypted through the analytics lifecycle, so partners can collaborate without exposing raw data. Supports compliance with data protection and industry rules. Runs in cloud, third-party or on-premise environments. A free trial is offered on the website.

Cross-border and cross-organization data collaboration is held back by privacy and sovereignty rules, which raises interest in homomorphic encryption and confidential computing. Vietnamese banks and health networks pursuing data sharing under local data laws face the same barrier.

Press release dateline Hoboken, NJ. 2026-07: strategic investment from NSSIF. 2026-06: partnership with Red Hat and Duality 4.6 release. Partners include AWS, Azure, Google, Oracle, IBM, Intel and NVIDIA.