Human-in-the-loop review
Confidence-gated review so low-confidence documents never ship blind.
Automation should not mean flying blind. Per-field confidence thresholds hold back anything uncertain into a shared review queue with soft-locks and correction hints — while high-confidence documents pass straight through.
- Per-field confidence thresholds decide what gets reviewed.
- Shared review queue with soft-locks and correction hints.
- Audit sampling holds back a slice of passing docs to measure real straight-through accuracy.
Live demo
Try it: human-in-the-loop review
Pick a sample, or drop in one of your own documents — LangParse infers the schema and returns clean, structured data.
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