Samsung Electronics integrated ChatGPT Enterprise and Codex for its workforce in one of OpenAI's largest corporate rollouts. Employees now use these tools to automate coding and internal workflows. This deployment tests the scalability of enterprise-grade LLMs in a massive hardware environment. It provides a real-world benchmark for corporate AI adoption at scale.