APIs & Integration
Structured output
Model output forced into a predictable format such as JSON that software can reliably parse.
Example
The model returns validated fields instead of an unpredictable paragraph.
Why it matters
It reduces extra handling when AI-created information must enter a fixed process.
You'll hear it
“The fields are right, but the amount is wrong.”
Can you control it?
Sometimes
Sometimes. Some products or workflows let you influence structured output, while others keep it fixed or manage it automatically. Check the settings and documentation for the tool you are using.
Common questions
- Does structured mean factually verified?
- No. A predictable format can still hold invented or incorrect content.
- Can a system refuse instead of producing the requested structure?
- Some services can, so the application should handle refusals and failures explicitly.
- Is a format request alone always enough?
- No. Reliability depends on the service's support and the checks around the generated reply.