Tag: ai transaction matching

Why AI Transaction Matching Still Fails Without Structured Bank Data
Transaction matching software fails on data before it fails on logic. This technical explainer covers rules-based versus AI matching, why partial payments and batches break deterministic engines, the clean-data assumption enterprise close tools make, and why fixing the bank-data layer lifts every matching engine on your shortlist at once.