AI Review

Inbox zero, for your ledger.

Riv pre-sorts every transaction with a category, a confidence score, and reasoning you can read in one line. Your job shrinks to a tap: accept or correct.

Needs review
12 suggestions
High confidence · 9 transactions
A
Adobe Creative Cloud
−$59.99 · Jun 8
Software & SaaS 98%
U
Uber Trip — SFO
−$42.18 · Jun 8
Travel 96%
S
Stripe payout
+$2,840.00 · Jun 7
Product Sales 99%
Riv has questions · 3 transactions
C
Costco Wholesale
−$214.77 · Jun 6
Personal or office? 54%
Riv working through the review queue on a tablet
Explainable by default

Never wonder why.

Every suggestion carries its evidence: the merchant pattern, your history, the amount profile. Disagree? One correction teaches Riv for next time.

  • Plain-language reasoning on every call
  • Alternatives shown, never hidden
  • Low-confidence items wait for you — nothing is silently filed
C
Costco Wholesale
−$214.77 · Jun 6 · Checking ····4521
NEEDS YOU
Mixed basket likely: your last 6 Costco runs split between Office Supplies and Personal. Amount is 2× your usual office run — want to split it?
It learns you

Corrections compound.

Riv starts smart and gets personal. Every correction becomes a rule it remembers — your weird vendors, your split habits, your chart of accounts.

Riv studying at a laptop
Week 1

Riv leans on merchant data and common patterns.

81%
Week 4

Your corrections shape its instincts for your books.

93%
Week 12

Most weeks are a single "Accept all."

98%

Batch approval

High-confidence suggestions group themselves. A week of bookkeeping becomes one tap.

🧭

Honest uncertainty

Below the confidence bar, Riv asks instead of guessing. Your books never contain a silent maybe.

↩️

Everything reversible

Recategorize anytime — history is kept, reports update instantly, nothing is ever locked in.