Clarity — AI Suggestions

Accept All in the Clarity View

Accept All is either your most efficient move or your most expensive mistake — depending on whether you checked the pattern first. One button. Massive upside when used right. Massive cleanup when used wrong.

Why This Button Needs Respect

Accept All applies every AI suggestion currently visible in the Clarity tab in a single click. That means if Clarity has surfaced 20 rows and 3 of them are wrong, Accept All confirms those 3 wrong categorizations at the same speed as the 17 correct ones.

Accept All is powerful because it assumes you already recognized the pattern. If you haven't recognized the pattern yet, it's too early to click it.
1Open the Clarity Tab

In the Categorization modal, click the Clarity filter tab. This gathers every row where the system has a suggested categorization — separating them from the Uncategorized, Income, and Expense views.

The row count badge on the Clarity tab tells you exactly how many suggestions are waiting. That number is what Accept All will act on if you click it without narrowing further.

2Scan the Pattern Quality First

Before touching Accept All, look at what's actually in the Clarity tab. Read the suggested categories and ask: are these rows obviously the same kind of thing?

The demo below shows a mixed Clarity batch — some rows are ready to accept, some aren't. See if you can spot which ones shouldn't be mass-accepted:

Clarity Tab — Current Batch 6 suggestions
✓
NETFLIX.COM
Same merchant, same amount, 6 consecutive months
✦ Entertainment
✓
SPOTIFY USA
Recurring subscription, consistent pattern
✦ Entertainment
✓
DIRECT DEPOSIT
Payroll deposit, monthly, same amount
✦ Income
?
AMAZON.COM
Broad merchant — could be household, business, or personal
⚠ Shopping?
✕
VENMO PAYMENT
Could be rent, loan repayment, personal transfer — context-dependent
✕ Needs review
✕
MISC TRANSFER 4821
Vague description + large amount + business label suggestion
✕ Business Expense?
⚠️
Pattern not stable enough for Accept All

3 of 6 rows need individual review. Use Accept All only after removing AMAZON, VENMO, and MISC TRANSFER from the Clarity view — or review them individually first.

3Use Accept All Only When the Pattern Is Truly Stable

Accept All works brilliantly when the visible rows share a genuinely consistent pattern:

  • Clearly repeated subscriptions (same merchant, same amount, every month)
  • Obvious recurring payroll or direct deposit rows
  • Very consistent, low-ambiguity deposits with no personal/business split question

It works much worse when merchants are vague, mixed-use, or context-dependent — like AMAZON.COM, VENMO, or any row where the business/personal routing matters.

Pattern test
Before clicking Accept All, ask: "Could any row in this view be routed differently based on context I actually know?" If yes — even for one row — use individual Accept/Override instead of the bulk button.
4Review, Apply, Verify

The right sequence for any bulk AI action — including Accept All — is always the same:

  • 1Review — open the Clarity tab and read what's there before touching anything
  • 2Apply — click Accept All only after confirming the pattern is stable
  • 3Verify — do a quick scan of the rows immediately after accepting to confirm the results look right

Do not assume speed removed the need for confirmation. The scan after is what turns a bulk action into a trustworthy batch.

Simulate Accept All on a clean batch (Netflix, Spotify, Direct Deposit only):

"Accept All assumes you already recognized the pattern. Recognition comes first."
Money Mastery — Clarity View