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Problem · For finance leaders

Cash sits in disputed invoices because the reason is buried in someone's email.

Resolve payment holds, short-pays and deductions before they age, and collect cash faster with fewer write-offs.

It usually starts with

  • Payment holds
  • Short-pays and deductions
  • Invoice disputes
  • Three-way match exceptions
  • Missing proof of delivery
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Where it starts

It starts with one person's morning.

Elena Park · accounts receivable

Wednesday, 11 AM. Halvorsen Coatings has three open invoices.

The aging report shows nothing overdue, but an email to sales says Halvorsen is holding INV-20790 until it gets a corrected certificate. A new $91,500 batch for them is scheduled Oct 26.

Before she can act, Elena has to find out who owns the fix, and whether to produce the next order at all.

Illustrative example · sample company and data

Who it helps

From the person handling it to the leader carrying the cost

For Elena, who handles the changes

  • The reason for the hold linked to the invoice, with an owner

For the team

  • Disputes resolved before the due date

For the leader: what improves, measured against your baseline

  • Days sales outstanding
  • Overdue balance
  • Exposure on new orders

The information exists. The operational picture doesn't.

Disputes and deductions found late.

Document holds, short-ship deductions, quantity disputes and pricing errors sit in someone else's inbox until the invoice is overdue.

Collections chasing the wrong person.

Reminders go to AP while the real fix sits with quality, logistics or sales.

Exposure grows unnoticed.

New orders are produced and shipped for customers who are already paying late.

Unreliable cash forecasts.

Payment promises and slowing payers live in emails and notes, not the forecast.

How one change spreads

From one message to a business result

Email to sales
INV-20790
Corrected certificate
$91,500 batch on Oct 26
Cash and credit at risk

What changes when it's caught in time

  • BeforeA payment hold is found when the invoice ages

    After

    Faster cash collection

    The reason for a hold is acted on the day it arrives, not at 60 days.

  • BeforeShort-pays and deductions are written off

    After

    Fewer deductions written off

    Each one is matched to its order and evidence while it can still be disputed.

  • BeforeDisputes drag on across teams

    After

    Disputes resolved before they age

    One owner and one record, with sales, operations and finance on the same item.

  • BeforeThe same dispute comes back next month

    After

    Fewer repeat disputes

    The cause upstream, such as a missing certificate or a wrong price, gets fixed.

  • BeforeHeld payments surprise the cash forecast

    After

    A more reliable cash forecast

    Known holds and disputes are visible before the month closes.

The cost that matters most

Faster cash collection

INV-20790 held for a missing certificate. The deduction aged out.

  • Deduction written off past the recovery window$9,200
  • $91,500 held 45 extra days, at an 8% cost of capital$900
  • AR and sales hours to resolve it$800
One late catch$10,900

20 a year

$218,000

off operating profit

In sales terms

$4.4M

of new sales to earn the same, at a 5% margin

Illustrative example · sample company and figures. Use your own numbers.

Why it's so expensive

A held payment or short-pay usually has a simple cause, such as a missing certificate or a wrong price, that sits unworked until the invoice ages. The longer it waits, the more likely it's written off.

How LevelOneAI prevents it

Each hold, short-pay and deduction is matched to its invoice, order and evidence on the day it arrives, with one owner across sales, operations and finance until it's paid.

Caught when the hold landed, the certificate was sent and the invoice was paid in full.

What we measure, against your baseline

Days sales outstandingOverdue balanceDisputes resolved before the due dateExposure on new orders

One account, start to finish

A documentation hold, $186K in open invoices, and a new batch about to start

01

It catches the problem before the invoice goes overdue

Today's process

  • Oct 7AP's email about the certificate lands with the sales rep
  • Oct 10INV-20790 shows overdue on the aging report
  • Oct 15Automated reminder sent. No reply
  • Oct 18INV-20812 overdue too. $124K now past due
  • Oct 26New batch produced for the same customer, $91.5K more exposure
  • Oct 30Collector calls, learns about the certificate. Fix starts now

With LevelOneAI

  • Oct 7Payment hold linked to INV-20790, lot 2417-B and the account's other open invoices
  • Oct 7Work item opened: documentation hold, two days before the due date
  • Oct 7Quality asked for the corrected certificate
  • Oct 19New order linked to the account. Exposure added to the work item before production
02

It connects the payment hold to its cause and its consequences

Email · Halvorsen AP, Oct 7Confirmed

"We need a corrected CoA for lot 2417-B before we can release INV-20790."

ERP · Open invoicesConfirmed

INV-20790 $48,200 due Oct 9 and INV-20812 $75,600 due Oct 17 ($124K). INV-20857 $62,400 due Oct 24.

Dunning log · Oct 15Confirmed

Reminder sent for INV-20790. No reply.

Quality records · Lot 2417-BConfirmed

Corrected certificate not yet issued.

Sales order SO-4471Confirmed

$91,500 resin batch scheduled Mon Oct 26.

Payment patternInferred

Days to pay rose from 29 to 42. Likely the document issue, not cash trouble.

The conclusion it reaches: this isn't a collections problem yet, it's a documentation problem owned by Quality. Until it's fixed, all three invoices ($186,400) are likely to be held, and the next order adds $91,500 more unless someone sets a release condition first.

03

It drives the issue to a verified resolution

Who does what

  • Sends the corrected certificate for lot 2417-BQuality Oct 8
  • Follows up with Halvorsen AP once it's sentAccounts receivable Oct 8
  • Decides the release condition for SO-4471Sales director Oct 23
  • Confirms payment postedAccounts receivable On receipt

Closes only when

  • Corrected certificate sent and acknowledged by AP
  • Payment date confirmed in writing
  • Payment posted in the ERP
  • Release condition for the next order recorded

Found

2 days before due

instead of weeks later, after reminders go unanswered

Exposure caught

$91.5K

new batch held for a decision before it was produced

Sources connected

6

AP email, invoices, dunning log, quality records, sales order and payment history

Illustrative example · sample company and figures. Operations Resolution is measured against your own baseline.

Built for this problem

The Order-to-Cash Disputes Workflow

Part of Finance Operations

What we connect

  • Customer AP and sales email
  • Invoices, deductions and dunning
  • Quality and shipping records
  • Open sales orders

What closes an issue

  • Certificate sent and acknowledged
  • Payment date confirmed
  • Payment posted
  • Release condition recorded

Why not AR automation or a credit-risk tool? AR automation sends reminders and credit tools predict late payers, but neither tells you why this customer is holding payment, who can fix it or what you're still shipping them.

See the Order-to-Cash Disputes demo

Start with one workflow. Expand as needs evolve.

LevelOneAI starts by helping finance teams resolve specific operational problems, such as payment disputes and deductions. The same approach can extend to other workflows where information is fragmented across systems, exceptions go unnoticed, and resolution depends on manual coordination.

Where teams often go next

  • Bookings-to-revenue reconciliation
  • Sales commission reconciliation
  • Supplier invoice mismatches
  • Credit holds and release decisions

See it on your own work.

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