Schema-guided extraction jobs instead of vague AI output
Structured extraction only matters when the output shape is explicit enough for downstream systems to trust.
- Define schema-based JSON output expectations
- Keep sender and template variation within a known shape
- Hand structured records to operational systems confidently



