OpenAI launches analytics to show admins where AI spend goes and what it delivers

How to connect AI usage to business value

OpenAI added analytics to the ChatGPT Admin Console so admins can see where AI spend goes and what it delivers. The dashboard ties usage, cost, task classification, and Codex engineering outcomes together. Admins can filter by group to see what work AI supports—sales teams, for example, spend most credits on account research and planning. They can also break down spend by model, reasoning level, and speed to check if the setup fits the task. Plugin and skill usage data helps spot training or access gaps. The post doesn't disclose pricing or a standalone product name, but says customers already use these insights to make decisions.