AI features now a governance control

OpenAI’s own help pages now show that what ChatGPT can do depends not just on the model, but on plan tiers, seat types, usage caps, and admin switches. (help.openai.com, help.openai.com) In the main ChatGPT release notes, OpenAI says experiences such as Images, Codex, Pulse, and Apps appear based on “your plan and usage.” The same page also says a new Pro plan costs $100 a month and that Plus access to Codex was rebalanced after a temporary promotion ended. (help.openai.com) Codex is the clearest example. OpenAI’s Codex plan page says the coding agent is included with ChatGPT Plus, Pro, Business, and Enterprise or Edu plans, not with every account by default. (help.openai.com) Inside companies, access can narrow further. OpenAI’s Enterprise and Edu release notes say admins and owners can control Codex from workspace permissions and roles, use role-based access control, and manage or log Codex usage through the compliance application programming interface. (help.openai.com) That means a policy team cannot treat “ChatGPT has feature X” as a stable fact. The operative fact is often narrower: a Plus user may have one version of access, an Enterprise user another, and a managed workspace member only what an admin has enabled. (help.openai.com, help.openai.com) The same pattern now reaches billing and seat design. OpenAI’s Business and Enterprise materials say that, as of April 2, 2026, organizations can assign a Codex-only seat with flexible pricing, while standard ChatGPT seats include baseline Codex access and optional paid usage above included limits. (help.openai.com, help.openai.com) Other features are also conditioned on plan and admin setup. OpenAI’s Apps documentation says some app capabilities are limited by ChatGPT plan, and the Enterprise and Edu release notes say synced connectors are managed in admin settings with role-based access control support. (help.openai.com, help.openai.com) Even broadly available tools can split by workspace type. OpenAI’s Projects page says projects are available to free and paid users globally, but only Business, Enterprise, and Edu users can share projects with teammates. (help.openai.com) OpenAI presents these controls as product and security features, not as governance language. Its Enterprise and Business overview pages describe centralized admin controls, member management, usage visibility, spend controls, and access that varies by seat type. (help.openai.com, help.openai.com) For companies writing internal rules, the evidence trail now includes vendor release notes, plan matrices, seat assignments, and admin settings screens. In practice, the answer to whether a tool is available or allowed may sit in a help-center changelog as much as in a model card. (help.openai.com, help.openai.com)