Assisted transaction organization
Expense Atlas can suggest categories for imported transactions and receipt items using saved preferences, merchant information, transaction details, and automated assistance. Ambiguous or incorrect results remain editable.
A saved preference can organize a familiar merchant quickly, while a new or ambiguous purchase may receive a suggestion that needs your review.
Activity can come from a receipt, statement, CSV file, manual entry, or eligible Plaid connection. Source context helps users check duplicates and interpretation.
Merchant cleanup and aliases can group variants such as a processor-prefixed description with a reviewed canonical merchant name.
Your saved category choices and merchant preferences can organize familiar activity without reconsidering every transaction from scratch.
For unfamiliar activity, available merchant, memo, amount, and receipt details can support a category suggestion for you to review.
Unclear or unresolved activity can be flagged for review or manual categorization. You can correct categories and manage merchant name preferences.
Synthetic demo data
A payment processor label can obscure the merchant that actually matters.
Imported description
The source text is preserved for review.
SQ *NORTHSTAR MKT
Normalized merchant
Cleanup removes the processor prefix.
Northstar Market
Suggested category
Based on the available merchant and transaction context.
Groceries
User correction
The user changes the category after checking the purchase.
Household Consumables
The correction improves the reviewed record and can support a user-controlled rule or alias. It does not prove that every future transaction from the merchant belongs in the same category.
CSS illustration with synthetic demo data. This is not a product interface or screenshot.
Clear answers about how this feature works and what to review before relying on it.
Expense Atlas can use your saved preferences, merchant information, and available transaction or receipt details to suggest a category. The information available differs by source, so you remain in control of review and correction.
Yes. Users can review and edit categories. Merchant aliases and user-controlled rules can also help organize recurring name variants.
No. Ambiguous, incomplete, or unfamiliar records can be wrong or remain unresolved. Expense Atlas flags uncertain activity for review and supports manual correction.
Not always. Receipt items can provide product detail, while a bank transaction may provide only a merchant and total. Each source can require a different review.