Confidential computing et cybersécurité / Confidential Computing and Cyber Security

Datavillage aide les organisations a collaborer sur des donnees sensibles tout en preservant la confidentialite, la conformite et la confiance. Leur plateforme permet de combiner des donnees, d'entrainer des modeles d'IA et d'executer des algorithmes tout en gardant un niveau eleve de protection, de gouvernance et de respect des contraintes reglementaires.

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.

Deeper Analytics a contribue de maniere significative au developpement de la plateforme SaaS et a plusieurs preuves de concept associees. Nous avons notamment mene des travaux de R&D pour integrer des technologies de confidential computing, tant materielles que logicielles, au sein d'une infrastructure Kubernetes. Cela a inclus la conception de composants et d'operateurs specifiques pour mieux controler les performances, la securite et l'execution de ces workloads sensibles dans un environnement de production.

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.