# Confidence Scores for Smarter Document Review | DigiParser

Source: https://www.digiparser.com/features/confidence-scores

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Confidence Scores

Confidence Scores

# Review the risky values first

Confidence scores show how sure DigiParser is about each extracted value, so your team can quickly decide what to trust and what to review.

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Invoice # INV-2842Confidence by fieldVendor Name0.92Total Amount0.79Line Item Qty0.58Review only low-confidence fields firstFocus team time where risk is highest.

### Faster QA focus

Review low-confidence fields first instead of checking every field manually.

### Field and table level

Each field and each table cell gets its own score, including line items.

### Works with approvals

Use confidence thresholds in Reviews & Approvals to auto-flag risky documents.

### Simple to enable

Turn on one setting in parser configuration and it runs automatically.

Enable in 4 steps

### Set up once

1

Open parser settings

2

Enable confidence scores

3

Save parser

4

Re-process older docs if needed

Best-fit scenarios

### When confidence scores help most

*   High-value invoices and payment documents
*   New parsers during rollout and tuning
*   Large tables where row-level checks matter
*   Teams that want review-by-risk instead of reviewing everything

Interpretation guide

### What the score ranges mean

Use this simple guide to decide what to auto-trust and what to send for review.

1.0

Auto-pass

All runs agreed

Safe default

0.8 - 0.99

Usually auto-pass

Strong agreement

Generally reliable

0.6 - 0.79

Send for review

Some mismatch

Review recommended

0.4 - 0.59

Review required

High mismatch

Flag for review

< 0.4

Human decision

Major mismatch

Treat with caution

## Frequently asked questions

### Do confidence scores use extra credits?

No. Confidence scoring uses extra compute internally, but still uses the same document processing credits per page.

### Where can I see confidence scores?

You can see them in document view, data tables (when supported), and API responses as values between 0.0 and 1.0.

### Can I use confidence in review rules?

Yes. You can build Reviews & Approvals rules like overall confidence below 80% or specific field confidence below a threshold.

## Turn on confidence scores for one parser today

Start small, review by risk, and scale safer automation with confidence-based workflows.

[Start free trial](https://app.digiparser.com/auth/join)[Book a demo](/schedule-demo)