Confidential Computing and Cyber Security

Context:

Datavillage empowers organizations to securely collaborate on sensitive data. They provide a platform that enables companies to combine data, train AI models, and apply algorithms while ensuring confidentiality and privacy. By breaking down data silos, Datavillage facilitates the generation of valuable insights and enables data-driven decisions. Their focus is on maintaining regulatory compliance and protecting AI models, fostering trust in data collaboration.

Project:

Deeper Analytics played a key role in developing Datavillage's technology stack, including their SaaS platform, and in delivering successful proofs of concept. Specifically, we led significant R&D efforts to integrate confidential computing technologies—both hardware and software—into their Kubernetes-based SaaS platform. This involved designing custom Kubernetes operators to optimize performance and security within their infrastructure.