Scaling Codex to enterprises worldwide
Summary (EN)
OpenAI announced that enterprise adoption of Codex has accelerated sharply in April, saying weekly developer usage has risen from more than 3 million to more than 4 million in roughly two weeks and that large organizations are now expanding Codex beyond experiments into production workflows. The company said customers are already using Codex across the software development lifecycle: Virgin Atlantic is applying it to improve test coverage, reduce technical debt, and increase team velocity; Ramp is using it to speed code review; Notion is using it to build new features faster; Cisco is applying it across large, interconnected repositories; and Rakuten is using it for tasks such as incident response. OpenAI also said usage is beginning to spread outside engineering as teams use Codex to gather context across tools, reason over fragmented information, draft briefs and plans, and carry out follow-up actions. To support this shift from pilot projects to broader deployment, OpenAI is launching Codex Labs, a program in which OpenAI experts work directly with enterprise teams through workshops and hands-on sessions to identify high-value use cases and integrate Codex into existing workflows. The company also said it is working with global systems integrators including Accenture, Capgemini, CGI, Cognizant, Infosys, PwC, and Tata Consultancy Services to scale implementation. OpenAI framed the move as a response to demand that is growing faster than its own services capacity, and as a way to turn strong individual adoption into repeatable enterprise rollout.
Summary (ZH)
OpenAI 宣布，Codex 在企业侧的采用速度于 4 月明显加快，周活跃开发者数量在约两周内从超过 300 万增长到超过 400 万，同时越来越多大型组织正把 Codex 从试点工具推进到真实生产流程中。OpenAI 表示，Codex 已经被用于软件开发生命周期的多个环节。Virgin Atlantic 正借助它提升测试覆盖率、降低技术债并提高团队开发速度；Ramp 用它加快代码审查；Notion 用它快速构建新功能；Cisco 用它理解并分析复杂的大型代码仓库；Rakuten 则将其用于事件响应等工作。OpenAI 还强调，Codex 的使用范围已开始从工程团队扩展到更广泛的知识工作场景，团队会用它整合多个工具中的上下文信息、梳理零散内容、生成简报与计划，并完成后续执行。为帮助企业从试用迈向规模化部署，OpenAI 同时推出 Codex Labs，由 OpenAI 专家直接进入企业开展工作坊和实操协作，帮助客户识别高价值场景并嵌入现有流程。OpenAI 还宣布将与 Accenture、Capgemini、CGI、Cognizant、Infosys、PwC 和 Tata Consultancy Services 等全球系统集成商合作，以扩大企业落地能力。整体来看，这一发布体现出 Codex 正从开发者层面的强劲单点采用，进一步演进为可复制的企业级部署模式。
Source
https://openai.com/index/scaling-codex-to-enterprises-worldwide/