Structured output
Structured output is having a language model return data in a defined shape, such as JSON matching a schema, rather than free-form text. It makes a model's output reliable enough to feed directly into another system.
Free text is hard for software to consume. Structured output constrains the model to return typed fields against a schema you define, so 'extract the invoice total and due date' comes back as clean data, not a sentence you then have to parse.
This is what makes LLMs dependable inside automation. When the output always matches the expected shape, the next step can act on it directly, and the workflow does not break on a stray phrasing.
Spojit supports structured output so an extraction or classification step returns typed fields against your schema, ready to write straight into the next system.
See it in a real workflow
Spojit puts these ideas to work: describe what you want and Miraxa builds the workflow. Start free, no credit card required.