Team Workspaces for LLM API Products: Keys, Roles, Usage, and Billing
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Team WorkspacesLLM APIAI SaaSAPI Keys
Individual API keys are not enough for team AI products. Teams need shared workspaces, roles, billing, and usage visibility.
Workspace features
Include:
- members
- roles
- shared API keys
- usage dashboards
- model permissions
- billing settings
- audit logs
Admin controls
Admins should manage users, revoke keys, set budgets, and control premium model access.
Final thoughts
Team workspaces turn an AI API from a developer tool into a business-ready product.