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Beyond Fuzzy Matching: A Dual-Augmentation RAG System for Robust Product Reconciliation in Accounting

2026-05-05

Abstract excerpt

Accurate product-to-catalog invoice matching is a foundational internal control critical to financial oversight and audit quality, yet it is often bottlenecked by inconsistent vendor descriptions. Traditional rule-based matching fails to address this "long tail" of supplier heterogeneity, leading to costly manual reconciliation. This study presents an end-to-end system for automated invoice reconciliatio...

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Literature Corpus work
aef11170-3392-5571-a7f9-8180327a93a7
DOI
10.20944/preprints202605.0214.v1
Open publication

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Beyond Fuzzy Matching: A Dual-Augmentation RAG System for Robust Product Reconciliation in AccountingDOI 10.20944/preprints202605.0214.v1
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