Why Developer Teams Need an AI Model Gateway
·Token.AI·
StrategyGovernanceBudgetDeveloper Tools
Why Developer Teams Need an AI Model Gateway
AI products rarely stay on one model or one workflow. A gateway helps teams centralize project keys, route policies, budgets, model allowlists, and audit logs.
What matters
- One OpenAI-compatible baseURL for compatible SDKs.
- Clear model-channel boundaries.
- Project-level budget visibility.
- Team permissions and production allowlists.
- Trust Center documentation for data retention and subprocessors.
When direct access is still better
Direct provider access can be right when a team only needs one model, already has a mature enterprise contract, or needs a native provider feature immediately.
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