Reported usage, apps still in progress

OpenAI published a note expanding the partnership with Oracle, bringing Oracle applications and data into ChatGPT, and using OpenAI models and products to support new Oracle services. The page date is October 27, 2026. The note says this continues a commercial relationship that already covers the OpenAI API, ChatGPT Work, and Codex. The same page states an aim: make Oracle software easier to discover, use, and manage, with simpler administration, a unified sign-in, and access still governed by each organization's own permissions and approvals. That is a stated aim, not a finished list of connections.

The usage figures that are already stated are this page's account of what Oracle reported. The page says Oracle reported 130,000 active ChatGPT users and more than 95,000 active Codex users. The recruiting team uses ChatGPT Work for market research. Compiling the material once took two to four days, and preparation now takes 15 to 20 minutes. The 130,000 and the figure above 95,000 are Oracle's reported numbers as OpenAI's page states them. This page attaches no separate count. The 15 to 20 minutes is likewise the page's account of the recruiting team's use, and it does not say how many tasks that timing covers.

The layer that would put Oracle inside ChatGPT is written in the present progressive and as a goal, not as a list of what is already live. The page says Oracle is developing Oracle AI Workspace, aiming to place that idea inside ChatGPT through integrations with Oracle applications and data. The goal is for a person to describe what needs to be done, find the right information, and complete an approved business workflow in one place. The example is a new member of a finance team using ChatGPT to look into costs, understand purchasing decisions, and see what remains before month-end close. The page calls this the intended experience. It would bring information from finance, procurement, and planning applications together, and keep it inside each organization's own permissions and approvals. The page does not name which applications are connected today, and it does not say on which day Workspace opens.

The same note names three further things Oracle is announcing. Each is written as a design aim or a bundle, not as a published customer result. Oracle AI Security Mesh is described as helping customers find and fix vulnerabilities in applications and infrastructure, using OpenAI's cybersecurity models. Oracle manages the testing infrastructure. The page says these capabilities are to be used safely and inside the customer's authorized scope. The page does not say how many issues have been fixed, and it does not describe any steps. Oracle AI SMB Bundle combines ChatGPT Business, Codex, Oracle applications, and recurring Oracle Cloud Infrastructure credits, for small businesses building products and running operations. Oracle App Composer is described as helping teams build apps with Codex and other AI tools, connect them to Oracle data and workflows that are already approved, and share them inside the organization. Oracle manages deployment on Oracle Cloud Infrastructure, with permissions and access controls built in. Customers in the United States can buy access to the OpenAI API, Codex, and ChatGPT Work through Oracle Marketplace, using existing procurement and eligible Oracle Universal Credits. The page does not list a Marketplace price.

On this page, the uses that can be written as already happening are the two user counts Oracle reported, and the recruiting team's preparation time moving from two to four days to 15 to 20 minutes. Workspace and the other three are written as in development, or as what they are designed to do. The page does not name a customer that has already finished an Oracle business workflow inside ChatGPT.