Rynko Extract

Know What to Trust

Per-field confidence scoring tells you exactly how reliable each extracted value is. Route uncertain results to human reviewers automatically.

Confidence Levels

Every extracted field gets a confidence score. You decide the threshold.

HIGH

Score: 0.85 - 1.0

The AI is confident about this field. The value is clearly present in the document.

Action: Auto-accept. No review needed.
MEDIUM

Score: 0.5 - 0.84

The AI found a likely value but there is ambiguity — multiple candidates or unclear formatting.

Action: Flag for review if your confidence threshold is set above the score.
LOW

Score: 0.0 - 0.49

The AI is guessing. The field may be missing, obscured, or in an unexpected format.

Action: Always flag for review. Consider improving your schema description.

What It Looks Like

Extraction Result — Invoice #INV-2026-042
invoiceNumberINV-2026-042
HIGH0.98
vendorNameAcme Corporation
HIGH0.95
totalAmount$12,450.00
HIGH0.99
paymentTermsNet 60
MEDIUM0.72
purchaseOrderPO-8841
LOW0.35

Review Modes

Configure what happens when extraction quality drops below your threshold.

Continue
Default

Auto-accept all extractions regardless of confidence. Best for high-volume, low-risk workflows.

Review

Route to human reviewer when confidence drops below threshold or required fields are missing.

Fail

Reject the extraction entirely if quality thresholds are not met. Strictest mode.

Human-in-the-Loop Review

When review mode triggers, reviewers see the extracted data alongside the source document. They can edit fields, approve, or reject — all within a 5-day review window.

AI Extracts

Data extracted with confidence scores

Review Triggered

Low confidence or missing fields

Human Reviews

Edit fields, view source document

Pipeline Continues

Approved data flows to validation

Start Extracting with Confidence

100 free extractions. Per-field confidence on every result.