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Building an Automatic Reconciliation Engine: How We Match Receipts to Transactions

Financial reconciliation has always been one of the most tedious aspects of running a business. Manually matching receipts to bank transactions is time-consuming, error-prone, and frankly, mind-numbing. That's why we built a reconciliation engine that does this automatically with high accuracy. Today, we're pulling back the curtain on how our automatic transaction matching works. From the preprocessing pipeline that cleans and enriches your data, to the algorithms that learn from your behavior a...

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