Match confidence is an indicator of how closely two transaction records align across the fields used for matching — such as amount, date, reference, and description.
Match confidence is a signal used to help categorize matched pairs by the strength of their alignment. A high-confidence match may have exact amount, exact date, and matching reference — leaving little doubt that the two entries represent the same transaction. A low-confidence match may share only amount or date proximity — indicating the pairing needs additional verification before it can be confirmed.
Not all matches are equal. A system that only reports 'matched' or 'unmatched' loses important signal about how reliable each match is. Match confidence helps finance teams prioritize their review — focusing human judgment on lower-confidence matches that carry more review risk.
Two transactions match on amount ($3,400) and date proximity (within two days) but have different reference numbers — one shows 'INV-2241' and the other shows 'PMT-0094'. The match is flagged as medium confidence, prompting a reviewer to confirm whether these represent the same transaction.
Certanexa surfaces match confidence signals alongside each matched pair — helping reviewers quickly identify which matches should be spot-checked and which can be accepted with less scrutiny.
Safe boundary: Match confidence is a review signal, not a final determination. Finance teams remain responsible for confirming all matched pairs.
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