Spend anomaly detection

Unusual spend is usually discovered long after the money is gone. Duplicate charges, a subscription that quietly renewed at a higher rate, an out-of-policy purchase, a vendor that billed twice, all of it hides in the normal flow of transactions across Ramp, Brex, and Expensify. Nobody has time to eyeball every line, so the review happens at month-end, if at all, when the charge is already booked and the vendor already paid. Catching it then means clawbacks and awkward conversations instead of a quick question up front. The signal was there in the data the whole time; there was just no one watching it continuously.

You describe the outcome in plain language, and Ceven builds a workflow that watches card activity in Ramp and Brex, reports in Expensify, and posted spend in NetSuite or QuickBooks, and flags the transactions that do not fit, duplicates, sudden jumps, off-hours or off-policy charges, amounts outside a vendor's normal range. An AI step weighs each transaction against recent history and your policy, and attaches the reason it looks off rather than just raising a generic alert. The ones worth a human look are pushed to the right person in Slack with the context already gathered. The accounting system stays the record of what was spent, because Ceven runs around it rather than becoming the ledger.

Ceven surfaces anomalies; it does not quietly act on them. Each flag reaches a person with the transaction, the reason it was caught, and the supporting history, and they decide whether it is fine, needs a question to the cardholder, or warrants a correction. If an adjusting entry or a dispute is warranted, the workflow drafts it and holds it at an approval gate, so nothing posts or reverses until someone signs off. Every flag and decision is written to the audit trail, so there is an exportable record of what was caught, what it turned out to be, and who judged it. Human judgment stays in the loop precisely because a false positive should never move money.

You can start free with no credit card. Connect Ramp, Brex, Expensify, NetSuite, QuickBooks, and Slack, describe what counts as unusual for your business, and Ceven builds the monitoring workflow across its library of more than a thousand tools. Because it runs around your ledger, your books stay authoritative while the review shifts from a month-end scramble to a continuous, reviewed check. The result is fewer surprises after the money is gone and more questions asked while they are still cheap to answer.