OpenAI's New ChatGPT Enterprise Dashboard Exposes Which Employees Are Burning Through Credits — And How to Stop Them
New global admin console reveals per-user AI consumption and lets admins set credit limits
OpenAI on Thursday introduced enhanced usage analytics and updated spending controls for its ChatGPT Enterprise platform, addressing the growing need for cost management as enterprise AI adoption accelerates. The new global admin console provides a comprehensive dashboard that tracks how ChatGPT and Codex credits are consumed across the organization. Administrators can view detailed breakdowns by individual users, specific products, and individual AI models. The console also surfaces usage trends over time, highlighting top users and emerging consumption patterns.
To give enterprises tighter control over AI spending, OpenAI enables account managers to set a default credit limit for the entire workspace. Additionally, they can configure specific limits for different groups within the organization and create individual overrides for employees who need more capacity. Employees themselves can now check their credit usage and request additional credits, providing context for their requests. These tools aim to help enterprises optimize their AI deployments while managing escalating costs from power users. The features are available immediately for ChatGPT Enterprise customers.
- Global admin console offers per-user, per-product, and per-model breakdowns of credit consumption
- Admins can set default workspace credit limit, group-specific caps, and individual overrides
- Employees can check their own usage and request additional credits with justification context
Why It Matters
Enterprise AI costs are soaring; these controls help organizations monitor usage and budget effectively.