Opaque Systems

Developer of end-to-end stacking software for virtual infrastructure designed to make confidential data useful by enabling secure analytics and machine learning on encrypted data that comes from one or more sources. The company’s platform allows users to process structured data securely using SQL, run SQL queries, complex analytics and ETL pipelines on data loaded from encrypted CSV files, securely train ML models over sensitive data, enabling businesses to reap the benefits of federated learning while significantly improving privacy guarantees via secure server-side aggregation of client updates.