New usage analytics and updated spend controls for enterprises

What's new

• Credit usage analytics: Global Admin Console now shows credit consumption across ChatGPT and Codex, broken down by user, product, and model
• Trends and patterns: track usage over time, identify top users and emerging behavior
• Cost API: unified API for programmatic access to the same usage data
• Spend controls: default credit limit per workspace, group-specific limits, and individual overrides
• Self-service: employees can check personal usage and request more credits

Why it matters

For enterprise admins trying to rein in AI cost growth, this is probably the most-requested change of the last few months. AI billing moved from line item to budget category, and CFOs are asking who actually spent what. Enterprise sales motion shifts too — IT can no longer answer 'I don't know.'

How to try it

Live for enterprise customers immediately via the Global Admin Console. The Cost API is available for programmatic integration.