Duality TechnologiesSecure data collaboration

A data privacy platform provider founded by cryptographers facilitates secure collaboration across highly regulated government, healthcare, and financial sectors.

Critical initiatives like cross-border cancer research require analyzing multi-institutional datasets, but strict privacy laws often make sharing sensitive patient data impossible. Legal approvals for data collaboration frequently took months, and traditional encryption methods could not fully shield data from system operators.

The company built a privacy-preserving platform using AWS Nitro Enclaves to create isolated compute environments where data remains inaccessible even to system operators. The architecture supports both federated learning and centralized secure processing, relying on AWS KMS for encryption key management. This setup allows researchers to query aggregated datasets without ever exposing the underlying raw information.