OpenAI Codex Gets Six Role-Specific Plugins, a Sites Builder, and Smarter Annotations — All Without Writing a Line of Code

Codex started as a tool for software developers. That framing is quietly being retired. OpenAI’s latest update pushes Codex firmly into the territory of everyday business work, with six role-specific plugins, a new feature called Sites that turns ideas into shareable web apps, and an expansion of its Annotations editing system to documents, spreadsheets, and slides.

Over five million people now use Codex every week, a more than sixfold increase since the desktop app launched in February. The part worth paying attention to: non-developers make up around 20% of that user base and are growing more than three times faster than developers. This update is clearly built for them.

Six Plugins for Six Kinds of Work

OpenAI launched six role-specific plugins, covering 62 popular apps and 110 distinct skills between them. Each one is designed to slot into workflows that exist right now, without requiring anyone to build custom integrations or involve IT for every connection.

Here is what each one covers:

Data Analytics connects to Snowflake, Databricks Genie, Hex, and Tableau. Analysts can ask questions about business data in plain language, get explanations for why a key metric moved, and produce reports or dashboards without writing SQL.

Creative Production links Figma, Canva, Shutterstock, Picsart, and Fal. Marketing teams can take a brief and turn it into campaign boards, display ad variations, and product imagery sets. The creative review process, which often involves a lot of back-and-forth across tools, becomes more contained.

Sales pulls together Salesforce, HubSpot, Slack, Outreach, Clay, Rox, and Actively. The plugin handles follow-up communications, close plans, and account risk reviews, the kind of administrative overhead that chews through selling time.

Product Design bridges Figma and Canva to audit live user journeys and convert static wireframes into clickable prototypes. Designers spend less time on the mechanical steps between concept and something you can actually test.

Public Equity Investing connects to Moody’s, FactSet, LSEG, S&P, and PitchBook to support financial modelling and competitive research.

Investment Banking adds Daloopa, Datasite, and Hebbia to help with pitch book preparation and deal workflows.

Plugins work out of the box. Teams can also adapt them to their own processes or build custom plugins for internal systems. Workspace admins control the underlying permissions, and some connectors, such as Databricks or Snowflake, require admin setup before users can activate them.

OpenAI also added 66 single-app plugins alongside these six bundles, expanding the overall directory with tools like Clay, Hex, and Salesforce as standalone integrations. More role-specific plugins are already on the roadmap, including Corporate Finance, Private Equity, Marketing Strategy, Strategy Consulting, and Legal.

Sites: Shareable Web Apps Without a Developer

Sites is the feature that has the most obvious reach for teams that have ever wanted to do something more than send a document around.

Available now in preview for Business and Enterprise customers, Sites lets Codex take your analysis, plans, or data and publish it as an interactive, hosted web app. That could be a financial scenario planner, a project board, a product review workspace, or a gallery. The result is a live URL you share with anyone in your workspace, where people can explore the work, contribute input, and make decisions together.

The practical difference from a shared document is significant. A static spreadsheet with financial assumptions requires everyone to open the same file, understand the layout, and know not to break anything. A Sites-built scenario planner lets executives adjust inputs directly in the app, see results update in real time, and avoid the version-control mess entirely.

ChatGPT Business workspaces get Sites by default. Enterprise admins can enable it through role-based access controls. OpenAI is also building a partner ecosystem around Sites, with Vercel, Wix, Replit, Lovable, Figma, Webflow, and others involved in early development.

Annotations: Precise Editing Across Your Content

Annotations have been part of Codex for developers for a while. The idea is simple: you point at exactly the part you want to change, tell Codex what needs to happen, and the edit is scoped to that selection. Nothing else is touched.

That same behaviour now applies to documents, spreadsheets, and slides. If you highlight a block of cells in a financial model and ask Codex to add a revenue chart, it generates the visualisation within that boundary and leaves the surrounding formulas, styles, and dependencies alone. For anyone who has ever used an AI assistant and watched it helpfully rewrite the wrong thing, this is a meaningful improvement.

What This Means for Your Team

The clearest signal here is that OpenAI is positioning Codex as an operating environment for business teams, not just a coding assistant. Real-world examples from the announcement back that up: inside OpenAI, non-technical teams use Codex to build internal apps, prepare executive materials, and turn creative briefs into finished assets. At Zapier, teams use it to pull context from Slack, Google Docs, and Coda and turn it into postmortems, incident response plans, and feature tickets. At NVIDIA, researchers use it to speed up experiment workflows from idea to infrastructure script.

For departments that have wanted to benefit from AI agents but felt the tooling was aimed at engineers, these plugins lower the barrier considerably. A sales team does not need to understand API connections to use Codex with Salesforce. A marketing team does not need to configure anything to go from brief to ad creative. The setup is there; the work is the focus.

OpenAI has also confirmed that Codex is coming to the ChatGPT app everywhere within the next few weeks, which means these capabilities will be accessible from the interface most business users already know.

Anthropic moved into enterprise agents earlier this year, with finance-specific agents following in May. OpenAI only added plugin support to Codex in March. The speed of this update suggests the competitive pressure is being felt, and the scope of the role-specific plugins is a deliberate response. For business teams evaluating their options, the practical question is now less about which platform supports AI agents and more about which one connects to the tools your team actually uses.

The full announcement is worth reading if you want to see the complete plugin directory and Sites documentation in detail.