Thresholds that fit the case
There’s no single number for “unusual”. Each check works it out from the case in front of it: the account, the counterparty, the family. Adjust any threshold, or switch a check off.
Every page, every row, checked for signs of editing and for activity worth a second look. AI-Mond points it out and shows its working; you make the call.
Five kinds of evidence, each answering one question about the case.
A running balance that isn’t the one before it plus the credit, minus the debit.
Days missing between one statement and the next.
The same date, amount and description entered more than once.
One transfer reference showing up on two different transactions.
Amounts set in a different style from the rest of the page, as if typed in later.
A page that doesn’t open on the balance the page before it closed on.
A statement that says it has more or fewer pages than the file holds.
Dates that run backwards where the statement should run in order.
Money coming in while the printed balance goes down.
Withdrawals that add up to the printed totals while deposits don’t.
Signs a statement was stitched together from different documents or periods.
A payment far out of line with earlier ones to or from the same party.
Many transactions packed into a few days, against the account’s usual pace.
Cash taken out well above what the account usually withdraws.
Cash paid in on a day the branch would have been closed.
Money that arrives and leaves again almost at once, for about the same amount.
Money that leaves and comes back round through the case’s own accounts.
A salary or other regular credit that misses a month, slips, or changes amount.
Most of an income credit leaving within days of it landing.
An EMI that doesn’t appear in a month, or jumps in size.
A payment that comes straight back, unpaid or reversed.
Cash paid in that is large next to the account’s income.
A balance that sits near empty for a stretch of days.
There’s no single number for “unusual”. Each check works it out from the case in front of it: the account, the counterparty, the family. Adjust any threshold, or switch a check off.
Record what you made of a flag where the next person will see it: beside the finding, on the case.
A firm’s own checklist, written in words, run on every case alongside the standard checks.
What people ask before they rely on a finding.
No. A flag means something on the statement is worth a second look. AI-Mond shows why it fired and where it sits; you decide what it means.
From the case in front of it. Each check compares a transaction with that account’s or counterparty’s own history, so what counts as unusual differs from one case to the next. You can adjust any threshold.
Yes. Any check can be switched off, and back on again.
Every finding is marked Critical, High, Medium or Low, so you can see at a glance which to look at first.
Yes. Add a note to any finding.
Yes. Write a rule as a sentence, preview it on a case, and save it. It runs alongside the standard checks.