Unstructured Output refers to AI-generated responses presented as free-form natural language instead of predefined formats such as JSON, XML, or tables.
Voice AI systems use Unstructured Output for open-ended conversations, customer support, and knowledge-based interactions where natural communication is more important than machine-readable responses. Structured outputs are preferred when AI must interact with enterprise systems or APIs.