Automation

Learning loop

From import override to future automation, Apply to Other, and Agent suggestions.

  1. 1

    Import

    Some rows weak / Other

  2. 2

    Confirm

    You set the category

  3. 3

    Learn

    Mapping saved

  4. 4

    Reuse

    Imports + backfill + Agent

Before
MAR12
Mar 12, 2026
Thu
COSTCO WHOLESALE
Before: landed on Other
-$186.40
Expense
Other
Weak or new merchants often land on Other until you confirm.
Learn

1 · You confirm

Set category to Groceries

Override on import preview or the table chip.

2 · Mapping saved

COSTCO WHOLESALE → Groceries

Later imports and Apply to Other reuse this rule.

Confirm once; the mapping saves for later imports and Apply to Other.

Guest mode

In guest mode the loop runs against in-browser sample data only.

Related: Categorization, Rules, Agent.