The problem with black box AI
When something goes wrong, you don't know why. When something goes right, you can't replicate it. A single confidence number tells you nothing about what the AI actually looked at.
The Solution
Four transparent scoring categories
Each invoice shows all four scores at a glance. Drill down into any score to see what triggered it.
Capture Quality
Did we extract the data correctly?
- OCR confidence
- Field extraction
- Document quality
Document Matching
Did we link to the right records?
- Vendor match
- PO match
- Line reconciliation
Financial Accuracy
Do the numbers make sense?
- GL coding
- Price variance
- Quantity check
Fraud Detection
Are there red flags?
- Duplicate risk
- Benford's deviation
- Timing anomaly
See It In Action
Interactive confidence scoring
Click any category to see the individual metrics that make up each score.
Invoice #
INV-2024-0847
Amount
$12,458.00
Vendor
Acme Office Supplies
Status
Auto-approvedAI Confidence Scores
Click any category to see individual metrics
Automation
Set your own thresholds
Control exactly when invoices auto-approve vs. need human review.
90+
High Confidence
Auto-approve. No human touch needed.
<90
Needs Review
Routes to human for verification.