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OpenAI

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openai.com

OpenAI model and organization reporting APIs used by bounded ToolRouter workflows.

What you can do with OpenAI

Connect OpenAI to exact agent jobs, including organization-native spend reporting, without turning one broad credential into an unrestricted endpoint proxy.

Useful workflows

  • Run published OpenAI-backed generation and analysis workflows with declared cost ceilings.
  • Read organization-native usage and cost reports for the AI Spend Auditor.
  • Keep prompts and responses out of spend reporting and surface missing provider coverage explicitly.

Connection and permissions

Each tool declares its exact OpenAI credential requirement; organization cost reporting requires an admin key and uses only usage and cost endpoints.

Pricing basis

Provider charges depend on the selected OpenAI model or product; ToolRouter displays the skill ceiling and reconciles supported raw provider usage separately.

Evidence limits

  • Tool-level caps and requirements differ by workflow.
  • AI spend reporting is capped at 180 days and never reads prompt or response content.
  • A model key and an organization admin reporting key are different authority levels and are not silently substituted.

Official provider documentation: OpenAI organization usage API, OpenAI usage and cost example, OpenAI API pricing

Frequently Asked Questions

Can ToolRouter monitor OpenAI API spend?

Yes. The AI Spend Auditor reads organization-native cost and completions usage reports with an OpenAI admin key and keeps the result separate from Anthropic coverage.

Does OpenAI spend reporting read prompts?

No. It requests aggregate usage and cost buckets only and never requests prompts, responses, traces, or message content.

Can one ToolRouter key call every OpenAI endpoint?

No. ToolRouter publishes bounded skills with explicit inputs, requirements, and cost limits rather than an unrestricted OpenAI proxy.