Case Study: NVIDIA accelerates engineering and research workflows with OpenAI Codex

Nvidia speeds research workflows 10x with OpenAI Codex

Nvidia, a leading technology enterprise, utilized OpenAI's Codex, built on GPT-5.5, to enhance its complex engineering and research workflows. The challenge was to accelerate the development of production systems and automate the end-to-end process of machine learning research, which previously required significant manual effort and time.

OpenAI's solution provided Nvidia's engineers and researchers with a highly autonomous tool for coding, testing, and running experiments. This implementation resulted in a 10x speed improvement in research workflows and empowered 40,000 employees with access to Codex, fundamentally changing the threshold for what projects are feasible to build.

Nvidia