OpenAI Decisions API Moves to General Availability
The API targets specific classification and routing decisions rather than long, open-ended conversations.

What happened?
OpenAI announced the general availability of the Decisions API with the GPT-6 Luna model, adding support for images and structured data, and expanding the number of questions that can be processed in a single request.
Why does it matter?
Separating small decisions from general conversation may make costs and outputs easier to measure, especially in routing, classification, and repetitive policy tasks.
My perspective
I believe teams should measure decision quality and error boundaries before focusing on batch size; speed does not compensate for a weak escalation policy.
Scope and availability
The announcement concerns the OpenAI API and its current requirements; limits and pricing may change as the service is updated.
Three executive questions
- What specific decision will the API own?
- What cases require human escalation?
- How will decision quality be monitored after data changes?


