OpenAI has launched Codex Labs, a new initiative aimed at accelerating enterprise adoption of its Codex platform, as usage continues to grow rapidly. The company said weekly active developers using Codex have surpassed 4 million, up from 3 million just two weeks earlier.
The expansion reflects strong demand from both individual developers and large organizations, with enterprises increasingly integrating Codex into real-world workflows. Companies including Virgin Atlantic, Ramp, Notion, Cisco, and Rakuten are using the platform across tasks such as testing, code review, feature development, and incident response.
OpenAI said Codex is increasingly being used beyond engineering teams, helping organizations analyze information, generate documents, and automate workflows across departments.
Bringing AI Into Enterprise Workflows
Codex Labs is designed to help companies move from early experimentation to production-scale deployment. Through workshops and hands-on sessions, OpenAI experts will work directly with organizations to identify high-value use cases, integrate Codex into existing systems, and establish repeatable workflows.
The initiative addresses a key challenge in enterprise AI adoption: translating early success into consistent, organization-wide impact. OpenAI said demand for Codex support is exceeding its internal capacity, prompting the creation of a structured program to guide deployment.
The company is also emphasizing Codex’s ability to support the full software development lifecycle, from writing and reviewing code to testing and maintaining systems.
Partnering to Scale Adoption
To expand its reach, OpenAI is working with major global systems integrators, including Accenture, Capgemini, Cognizant, Infosys, PwC, and Tata Consultancy Services.
These partners will help enterprises identify opportunities, implement solutions, and scale Codex deployments across complex organizations. Many are also using Codex internally to refine best practices and accelerate delivery for clients.
The move reflects a broader shift in enterprise software, where AI tools are becoming central to how companies build and operate systems. By combining direct support with partner-led implementation, OpenAI is aiming to accelerate adoption globally.
As Codex usage expands beyond coding into broader business workflows, the company is positioning it as a general-purpose productivity layer, capable of transforming how teams work across the enterprise.