Case Study: SambaNova Systems achieves sub-second sandbox provisioning with Daytona

SambaNova Systems provisions sandboxes in under 1 second with Daytona

SambaNova Systems, a company building full-stack AI infrastructure, faced a challenge in managing its Docker-based sandbox environments. The maintenance of this unscalable infrastructure was stalling developer momentum and creating multiplying security vulnerabilities. They needed a secure, high-speed solution for code execution that could keep pace with their fast AI inference without the internal maintenance burden, which led them to partner with Daytona.

By implementing Daytona's managed runtime platform, SambaNova gained instant access to hundreds of secure, isolated sandboxes. The solution delivered sandbox provisioning times of under 100 milliseconds and automated infrastructure maintenance, saving the company an estimated 200 hours per week and six months of engineering time. Daytona provided the secure, scalable, and high-speed environments SambaNova required to power its agentic AI workloads.

SambaNova Systems