AI agentIntake-to-pay

AI invoice exception handling agent

An AI invoice exception handling agent examines each exception, identifies its root cause, and collects the invoice, PO, receipt, contract and message history relevant to it.

  • People stay in control
  • Every action is logged
  • Start with a small sample
Failed check results
Owner assignments
Invoice and vendor data
Exception history
AI invoice exception handling agentPrepared for review
  • ✓Exception record with cause
  • ✓Owner task
  • ✓Aging list
Handed toOwner receives a clear task
4inputs it reads
6steps in the walkthrough
1point where a person decides
3outputs it prepares
See it run

Watch it work

Agent Record Person
Live walkthrough
  1. 1Detect exceptionRecord
  2. 2Diagnose causeAgent
  3. 3Suggest fixAgent
  4. 4Owner resolvesPerson
  5. 5Re-run checksAgent
  6. 6ReleaseRecord

Receives an invoice that failed a check.

Names the failed test and the evidence.

Proposes who should act and what to ask.

The buyer, receiver or vendor fixes the cause.

The invoice is retested once the fix is in.

Cleared invoices continue.

The basics

What is an AI invoice exception handling agent?

It states in plain words what went wrong and proposes the likely resolution, such as correcting a field, asking for a credit note or getting a missing receipt.

Read the full explanation

It prepares the action, follows up if nothing happens, and records the resolution. The person who owns the problem makes the decision.

Where it breaks

Why this step is hard by hand

Exceptions take disproportionate effort because each one needs detective work across several systems before anyone can act.

An invoice stops with a code, not an explanation.

Facts sit in different tools and inboxes.

Each exception passes through several people.

Past fixes are not reused.

Stuck invoices drift past due dates.

The path

How the agent does it

  1. 01Capture the exception

    Takes the failed check and the invoice record as the starting point.

  2. 02Find the cause

    Compares the invoice with PO, receipt, contract and vendor data to explain the failure.

  3. 03Gather the evidence

    Collects the documents and messages needed for a decision into one view.

  4. 04Propose a resolution

    Suggests the likely fix and who needs to act, with the reasoning.

  5. 05Follow through

    Sends reminders, tracks the outcome and records how it was resolved.

Want to see this flow on your own items?

Bring a small sample and watch Flo work through it.

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Under the hood

Inside the work

AspectBy handWith the agent
CausesExceptions arrive as a pile with no reason.Each exception states cause and evidence.
GroupingSimilar cases are handled one by one.Cases are grouped by cause and vendor.
RetestingFixed invoices wait for someone to re-check.Invoices are retested when the fix lands.
AgingOld exceptions are forgotten.Exceptions are aged and listed.
LearningRoot causes are never counted.Causes are tallied by type.
People and control

Who decides, and what to watch

What stays with people

  • ✓
    Owners decide the fixBuyers, receivers and approvers hold the authority.
  • ✓
    AP controls releaseAn invoice proceeds only after a person is satisfied.
  • ✓
    Managers set prioritiesThey decide which exceptions are urgent.
  • ✓
    People handle supplier relationshipsDifficult conversations are theirs.

Mistakes to avoid

  • ×
    Fixing symptoms onlyRepeated exceptions need a root cause.
  • ×
    Forwarding without contextThe next person starts from zero.
  • ×
    Closing without a recordThe same issue returns.
  • ×
    No age limitExceptions left alone become disputes and late fees.

Not sure where invoice exception handling fits in your process?

Talk it through with the team. We will map it to your steps and show where a person stays in control.

  • Works from a sample of your real items
  • Shows what Flo handles and what it hands over
  • No commitment to start
Rollout

Rolling it out

  1. 1List causes

    Define the common exception types with owners.

  2. 2Tag only

    Let the agent tag and group, with no assignment.

  3. 3Assign tasks

    Create owner tasks for review by AP.

  4. 4Close the loop

    Add retesting and aging, then act on the top causes.

Signs you would benefit

Exceptions pile upNobody can see what is blocking what.
Causes are unclearStaff chase the wrong person.
Retesting is forgottenFixed invoices sit idle.
Root causes repeatThe same vendor fails the same test.
The numbers

How to measure it

Set your own baseline first. We do not publish benchmarks without a source you can check.
Metric 1

Exception resolution time

Average resolution time (days) =
sum of days from exception raised to resolvednumber of exceptions resolved

Read it with the count by cause. Long times usually trace to one waiting step, such as receipts or buyer replies.

  • Report the oldest open exceptions weekly.
  • Group by cause and by owner.
Questions

Frequently asked questions

Quick answers to what people ask most about invoice exception handling.

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What is invoice exception handling?

It is the work of resolving invoices that failed a check, by finding why, getting the right person to decide and recording the outcome so that the invoice moves on or goes back to the supplier.

What are common invoice exceptions?

Price or quantity mismatches, missing or invalid POs, missing receipts, coding gaps, duplicates and tax problems. Each has a different owner and fix.

Does the agent resolve exceptions on its own?

It diagnoses and prepares the fix. A person with authority decides and carries out any change or approval.

How is handling different from routing?

Handling covers the whole resolution. Routing is the step of sending the exception to the right person, which is one part of it.

Try invoice exception handling on your own data

Bring a small sample of real items. We will show what Flo handles on its own and where it hands over to your team.

  • People approve, sign and pay
  • Every action is logged
  • Start with a small sample