OpenAI Launches Granular Usage Analytics and Credit-Spend Controls for ChatGPT Enterprise Amid Escalating Internal Cost Concerns

OpenAI launched enhanced usage analytics and spend controls for ChatGPT Enterprise on June 18, giving administrators a global console breaking down ChatGPT and Codex credit consumption by user, product, and model with the ability to set org-wide defaults, group-level caps, and per-user overrides. Employees can monitor their own usage and request additional credits; the same data is accessible via a unified Cost API for finance-system integration. The launch directly addresses escalating internal budget concerns as power-user adoption of AI tools has outpaced enterprise spend expectations.