07 · Anomaly detection
Catch what slips past the eye.
Autessa watches every transaction for duplicates, out-of-pattern payments, and quiet vendor creep — surfacing the handful worth a second look.
The problem
A wrong transaction rarely looks wrong on its own.
Duplicate invoices, off-hours payments to a new payee, a vendor whose prices have crept up 14% — these rarely look wrong on any single line. They only stand out across thousands of transactions, which no one has time to eyeball.
See what is slipping past your transaction review.
Book a 30-minute demo and we'll show it live, then a free pilot on your own data.
The solution
Every transaction watched. Only the few that matter raised.
Autessa watches every transaction for duplicates, out-of-pattern payments, and quiet vendor creep — surfacing the handful worth a second look instead of burying you in alerts. You see the few that matter, not noise.
Across every transaction
Autessa scans every payment and invoice for duplicates, out-of-pattern payments, and quiet vendor price drift — the patterns that only stand out across thousands of lines, not on any single one.
The handful worth a look
Instead of an alert on everything, you get the few that genuinely warrant a second look, each with the reason it stood out, while the rest are marked clean.
How it fits
Monitoring that runs without anyone watching it.
Autessa reads transactions as they post, compares each against its normal pattern, and raises only the outliers. There is no batch to schedule and no thresholds to hand-tune every month.
The judgment stays with you. Autessa raises the flag and the reason; your team decides whether it is a genuine error or an expected change.
Because it watches continuously, an off-hours payment to a new payee surfaces in the moment, not in a quarterly review after it has cleared.
Questions finance teams ask
Straight answers before you book.
Will I be buried in alerts?+
No. Autessa surfaces only the handful of transactions worth a second look — a possible duplicate, an off-hours payment to a new payee, a vendor whose prices drifted — and marks the rest clean, so the signal is not lost in noise.
What kinds of anomalies does it catch?+
Duplicates, out-of-pattern payments, and quiet vendor price creep across every transaction, the kind of thing that only stands out across thousands of lines rather than on any single one.
How does it tell a real anomaly from a normal swing?+
It learns each vendor and account's own pattern, so a payment that is large but normal for that vendor is left alone, while a duplicate invoice, an off-hours payment to a new payee, or a 14% price drift is flagged. The judgment of what is genuinely out of character is the point.
Does it catch duplicate invoices before they are paid?+
Yes. A likely duplicate — say invoice #44021 for $9,200 appearing twice — is surfaced for review while the payment is still being prepared, so you catch it before the check goes out rather than clawing it back later.
Can it watch for new vendors and changed bank details?+
Yes. An off-hours payment to a new payee, or a vendor whose details have shifted, is exactly the kind of out-of-pattern signal Autessa raises, so the changes that often precede fraud get a second look before money moves.