AI transaction categorization for bookkeepers.

AI transaction categorization for bookkeepers is the core of what Numbra does. Import a bank or card CSV from any institution and Numbra reads every line, then proposes a category for it, with a short reason you can read at a glance. It is not a black box. Each suggestion shows why the AI chose that account, so you can approve in one click or override in two.

The categorizer learns your book. It picks up the patterns you confirm, applies the rules you have set, and gets more accurate the more you use it, client by client. Recurring vendors, split transactions, and odd one-offs all get a first draft instead of a blank field.

Nothing posts on its own. The AI does the data entry, you keep the judgment, and you stay the bookkeeper of record on every client. A month of categorizing that used to take ninety minutes per client becomes a review queue you clear in a fraction of the time. You approve, then export a clean file or post to QuickBooks.