Automation
Learning loop
From import override to future automation, Apply to Other, and Agent suggestions.
- 1
Import
Some rows weak / Other
- 2
Confirm
You set the category
- 3
Learn
Mapping saved
- 4
Reuse
Imports + backfill + Agent
Before
MAR12
Mar 12, 2026
Thu
COSTCO WHOLESALE
Before: landed on Other
-$186.40
Expense
Other
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.
Guest mode
In guest mode the loop runs against in-browser sample data only.
Related: Categorization, Rules, Agent.