ChatGPT Enterprise gets spend controls — is AI ROI finally measurable
openai launched granular usage analytics and spend limits for chatgpt enterprise to help companies track costs and manage adoption. this brings financial discipline to enterprise ai deployments.
openai released new usage analytics and spend controls for chatgpt enterprise, giving administrators a consolidated view of chatgpt and codex credit consumption. available immediately, the global admin console now breaks down spend by user, product, and model, while a new cost api allows for data export into internal systems. admins can set default credit limits for the entire workspace or configure caps for specific groups and individuals, with employees able to request increases directly through the interface. these features aim to solve the 'blank check' problem of ai deployment, enabling companies to identify high-value use cases and curb waste while scaling access.