OpenAI is giving big business customers more control over what they spend on artificial intelligence.
According to Reuters, the company on Thursday, June 18, launched new usage analytics and updated spend controls for its ChatGPT Enterprise platform. Reuters reports the tools are designed to give clients greater visibility into—and management over—their AI deployments.
In its own announcement, OpenAI framed the update as a way to help organizations manage costs and "scale AI with confidence." The features pair detailed usage analytics, which show how teams are actually using the product, with controls that let companies cap or manage spending. One outlet, mezha.net, described the additions as analytics and credit controls, while Finimize summed up the change as OpenAI giving ChatGPT Enterprise "a clearer bill."
The move addresses a practical problem facing companies that have rushed to adopt AI tools: it can be hard to see who is using them, how much, and what it all costs. As usage grows across departments, unpredictable bills and limited oversight become a real obstacle to expanding AI deployments.
By offering both a clearer picture of usage and the ability to set limits, OpenAI is responding to enterprise buyers who want predictability before they commit more budget. The same dynamic plays out across the software industry, where cost transparency often determines whether a tool stays a pilot project or becomes a company-wide standard.
Why it matters: giving businesses tighter control over AI spending could remove a key barrier to broader adoption, helping turn experimental tools into everyday infrastructure.