What is Structured Outputs?
2 min read · Bolcho
Forcing an agent to return data in a fixed shape (like JSON) so a call's results can be logged and acted on automatically.
Structured Outputs explained
Structured outputs constrain the model to a schema, so a call reliably produces, say, {name, appointment_time, interested: true}. That's what lets a voice agent write clean records into a CRM without a human tidying up.
Why it matters for voice AI in India
Understanding structured outputs helps you build voice agents that actually work for Indian callers, genuine languages, low latency, and near-cost pricing. Bolcho is built around exactly these fundamentals.
See it in a real agent
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Frequently asked questions
What does Structured Outputs mean?
Forcing an agent to return data in a fixed shape (like JSON) so a call's results can be logged and acted on automatically.
Why does structured outputs matter in voice AI?
Structured outputs constrain the model to a schema, so a call reliably produces, say, {name, appointment_time, interested: true}. That's what lets a voice agent write clean records into a CRM without a human tidying up.