AI opportunities

Intercompany fuzzy matching

Pairing a receivable in one entity with the corresponding payable in another when the two sides describe the same transaction differently, in different systems and sometimes different languages.

Technique

Text similarity or multilingual embeddings combined with amount, date and counterparty features

Open source tool

RapidFuzz; Sentence-Transformers multilingual models

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