Reproducible business proof
Synthetic document-processing demonstration
Field extraction, validation, confidence, and exception routing across forty synthetic service-request forms—without accepting public uploads.
Result
97.5% field-level accuracy across 40 synthetic forms and three fields per form.
3 forms were routed to human review.
Validation
- request_id required
- site required
- priority is urgent or standard
- confidence below 0.85 routes to review
Exception examples
synthetic-form-010: missing_required_site; routed to human reviewsynthetic-form-023: missing_required_site; routed to human reviewsynthetic-form-032: missing_required_site; routed to human review
Limits
- All forms are synthetic.
- The demo does not accept public uploads.
- Production document layouts require a separately approved evaluation set.
- Low-confidence and invalid records remain under human review.