Structured Output (AI)

Structured output is the generation of model responses in a defined machine-readable format — such as JSON, XML, or a typed schema — rather than free-form text. Structured outputs enable downstream systems to parse and act on agent results reliably, reduce the need for post-processing, and make output validation more precise. Many governance controls — including PII detection, content filtering, and quality scoring — are easier to apply consistently to structured outputs.