Merchant classification helps a corporation understand their cash flows and predict for future cash crunches/surplus. On an industry basis, we see Trillions of transactions each day making it impossible to manually identify merchants.
The following article helps us understand how Brex uses Machine Learning and NLP Based techniques to correctly identify Merchant Category using Sentence Embeddings. The same architecture could be extended to Transformer based Models.