What an LLM API Admin Dashboard Should Include
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AI Admin DashboardLLM APIUsage LogsAI Gateway
An LLM API admin dashboard helps teams operate AI usage without digging through logs or provider consoles.
Core sections
Include:
- users
- teams
- API keys
- model access
- usage logs
- cost dashboard
- quotas
- billing
- provider health
- errors
Operational value
Admins need to answer: who is using AI, which models are expensive, what failed, and whether limits are working.
Final thoughts
The admin dashboard is where AI infrastructure becomes manageable for non-engineering teams.