Tag

fuzzy matching

2 articles tagged with "fuzzy matching".

Fraud PreventionFeb 18, 2026

How AI Catches Duplicate Invoices That Humans Miss

Human reviewers catch about 60% of duplicates. Our AI catches 99.7%. Here's the technology behind fuzzy matching and anomaly detection.

Alex Kim6 min read

AP AutomationFeb 5, 2026

Duplicate Payment Detection: The Patterns That Slip Past 3-Way Match

A 3-way match catches the obvious duplicates — same invoice number, same amount, same vendor. It doesn't catch duplicates with transposed digits, invoices re-submitted from the same vendor under different numbers, or the same line item billed on two POs. Detecting the sneakier patterns takes fuzzy matching, vendor deduplication, and rules that look beyond single-invoice comparisons.

Alex Kim7 min read

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How AI Catches Duplicate Invoices That Humans Miss

Duplicate Payment Detection: The Patterns That Slip Past 3-Way Match

Make construction APpay-ready.

How AI Catches Duplicate Invoices That Humans Miss

Duplicate Payment Detection: The Patterns That Slip Past 3-Way Match

Make construction APpay-ready.

Make construction AP
pay-ready.

Make construction AP
pay-ready.