OpenAI pushes Codex deeper into enterprise work
OpenAI is expanding Codex beyond software development, positioning it as a broader tool for knowledge work inside organizations.
The company reports Codex now has 5M+ weekly active users, growing rapidly since its desktop launch. While developers still dominate usage, knowledge workers now make up ~20% of users and are growing more than 3x faster.
What’s new:
OpenAI is rolling out six job-specific plug-ins inside Codex:
- Data analytics
- Creative production
- Sales
- Product design
- Equity investing
- Investment banking
Each bundle includes integrations, instructions, and context designed to approximate real workplace roles out of the box.
Other major updates:
- Sites feature: Turn Codex outputs into interactive hosted websites, with partners like Wix, Replit, Figma, and others
- Annotations: Lets users target specific parts of files for more precise AI instructions
Bigger shift:
This move reflects a broader strategy shift: AI tools are evolving from general assistants into role-based enterprise systems, designed to plug directly into business workflows.
It also puts OpenAI in closer competition with Anthropic, which has been building its own enterprise agent ecosystem.
OpenAI is getting serious about courting enterprise users. On Tuesday, the AI lab released a new set of capabilities for Codex, meant to expand the agentic tool’s uses in the workplace. Together with the new tools, the company released an internal report on how Codex is being used for knowledge work, finding its uses go far beyond software engineering.
Codex now has more than 5 million weekly active users, up more than 6x since the launch of the desktop app in February,” reads a blog post introducing the report.
While developers remain the largest user group, knowledge workers now represent about 20 percent of users and are growing more than three times as fast.” To further court those users, OpenAI released a set of six plug-ins aimed at specific jobs: data analytics, creative production, sales, product design, equity investing, and investment banking. Available from within the Codex app, each of the new tools bundles integrations, instructions, and context to allow Codex to approximate a specific job.
Like any AI tool, the plug-ins will grow more effective with user customization, but they’re meant to be effective tools out of the box. A Chart from OpenAI’S Knowledge Work Report.Image Credits:OpenAI report The new tools come after a similar push for agentic plug-ins from Anthropic, which launched its enterprise agents program in February. (A more specific set of finance-oriented agents launched in May.) With its traditional consumer focus, OpenAI has been slower to court enterprise customers, only introducing plug-in support for Codex in March.
- Together with the plug-ins, OpenAI introduced a new Sites feature, which allows Codex to output its work product as a hosted interactive website, instead of just a local file.
As part of that system, OpenAI is partnering with Wix, Base44, Replit, Lovable, Figma, and Emergent — although the company plans to develop a larger partner ecosystem to support the service. A new Annotations feature will also allow users to designate a specific part of a document or file within Codex, allowing for more specific commands and context operations.
The new enterprise features come just three weeks after OpenAI launched a new joint venture for enterprise clients, dubbed the OpenAI Deployment Company. The venture includes more than $4 billion in funding from global investment firms, with the aim of integrating OpenAI tools more deeply into businesses around the world.
