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The cost of an exception

Hours and dollars your team spends handling exceptions, per month and per year, on your own volumes, minutes and hourly cost.

Published 12 October 2026

Contents

An exception is any transaction a finance team has to stop and handle by hand: an invoice that does not match its order, a bank line with no ledger entry, a short payment with no reason code. Each one takes a person's time to look up the documents, decide and record the outcome, and some need a second reviewer.

The calculator works from five numbers you supply and returns the hours and dollars your team spends on exceptions. It estimates handling cost only. It does not estimate what the exceptions are worth or what anyone could recover from them.

Calculate it on your numbers

The starting values are the round figures from the worked example below. Replace them with your own. Nothing you type leaves this page.

Items handled by hand across matching, reconciliation and AR.
Average time for one person, from opening the item to recording the outcome.
In US dollars: salary plus benefits, payroll taxes and overhead, per working hour.
Percentage of exceptions a second person reviews, from 0 to 100.
Average time the second reviewer spends on one exception.

What handling exceptions costs

  • Hours per month85
  • Cost per month$4,250
  • Hours per year1,020
  • Cost per year$51,000
  • Cost per exception$14.17

The inputs

InputWhat to enterWhere to find it
Exceptions per monthThe number of items your team handles by hand each month across matching, reconciliation and ARYour AP exception queue, unmatched bank items and open AR items for a recent month
Minutes per exceptionThe average time one person spends on one exception, from opening it to recording the outcomeA week of time notes from the people who work the queue
Loaded hourly costSalary plus benefits, payroll taxes and overhead, divided by working hoursYour payroll or FP&A team
Share needing a second reviewerThe percentage of exceptions that go to a second person, such as a controllerYour approval matrix and a sample of closed exceptions
Minutes per second reviewThe average time the second reviewer spends on one exceptionThe reviewers themselves

The formulas

  • First-pass hours per month = exceptions per month × minutes per exception ÷ 60
  • Second-review hours per month = exceptions per month × share needing a second reviewer × minutes per second review ÷ 60
  • Hours per month = first-pass hours + second-review hours
  • Cost per month = hours per month × loaded hourly cost
  • Hours and cost per year = the monthly figures × 12
  • Cost per exception = cost per month ÷ exceptions per month

A worked example

The figures below are round numbers for illustration. They describe no company, and Rever publishes no figure for them.

Input or resultValue
Exceptions per month300
Minutes per exception15
Loaded hourly cost$50
Share needing a second reviewer20%
Minutes per second review10
First-pass hours per month75
Second-review hours per month10
Hours per month85
Cost per month$4,250
Hours per year1,020
Cost per year$51,000
Cost per exception$14.17

At 85 hours a month, the queue takes about half of one person's working month before anyone has fixed a cause.

What the number leaves out

  • The cost of an exception nobody catches: a duplicate paid, a rebate never claimed, a short payment written off. Those amounts belong in a recovery review, not in this calculator.
  • The cost of delay: a close that waits on open items, or a vendor relationship strained by a late payment.
  • Rework when an exception reopens after the close.

Where agents fit

Matcher checks each in-scope transaction against its documents as it lands, so the people on your team see the items that did not tie out, and Investigator traces the unexplained differences to their cause before they reach your Inbox with the evidence attached. Your team still decides each exception and approves each action. Run the calculator on your own numbers, then compare it with what the zero-day scan surfaces in a free Proof of Value, on a limited period of your data. See bank reconciliation on rever.ai, invoice reconciliation software and the glossary.

See your own exceptions, with the evidence

The free Proof of Value agrees the scope, runs the zero-day scan on a limited period of your data and walks you through the supported findings: get a free Proof of Value.

01FAQ

Questions

How do you calculate the cost of an exception?

Multiply the exceptions per month by the minutes each one takes, add the second-review minutes for the share that needs one, convert to hours and multiply by the loaded hourly cost. Divide the monthly cost by the number of exceptions for the cost per exception.

What is a loaded hourly cost?

It is what an hour of a person's time costs the company: salary plus benefits, payroll taxes and overhead, divided by the hours they work in a year. It runs higher than the hourly wage.

Does the calculator estimate how much money we could recover?

No. It measures the time and cost of handling exceptions. Recoverable value depends on what the exceptions turn out to be, which takes a review of the records themselves.

See what Rever finds in your records

A free Proof of Value on a limited period of your data. Agents prepare, your team approves.