Opaque was founded with the mission to enable secure analytics and machine learning on encrypted data, allowing organizations to extract value and collaborate without exposing sensitive information. The company's core vision is to empower data teams to work securely across data silos using a cloud-based service. Opaque's platform supports popular AI languages and frameworks such as Python and Spark, offering services like Confidential Workspace, Confidential Training and Inference, API, and Gateway with SDK to integrate seamlessly with existing infrastructures.

Notable affiliated people include industry experts in secure computing and data privacy. Opaque has attracted significant interest from investors focused on cybersecurity and AI innovation. Key achievements include developing an enterprise-grade platform that ensures verifiable privacy through cryptographic methods, thus reducing switching costs and risks for organizations. Opaque's impact lies in its ability to unlock the potential of sensitive data for AI workloads while maintaining stringent privacy standards, making it a pivotal player in the secure analytics space.