AI agents for disputed invoice follow-ups

What has to be clarified before the next contact

After the service was delivered, the client did not receive the agreed documentation. They filed a complaint and wrote that they are withholding payment of the invoice until it is resolved. Support is waiting for a document from the delivery team. Meanwhile finance sees an overdue invoice, and the next reminder ignores what the client wrote.

In a shared view, the employee sees the invoice next to the client's message and the ticket. The agent prepares a question for the person handling the complaint: has delivery already handed over the document, and if not, when will it? The answer completes the description of the case. Whether the client has received it remains the key point, because the internal explanation may be ready while the client is still waiting. The employee checks and sends the messages, and the assessment of the complaint and the handling of the receivable stay with the company.

What it costs and when it pays back

The count covers the work around a case: searching, reading, writing and passing things on. What remains is the time to check the output, 30% of today's work in the scenario. Before the quote we measure both times on 20 to 100 cases the team has already handled, in a €0 test that takes 5 working days.

According to the EU Payment Observatory (2025), 52% of European companies faced problems due to late payments in 2024. Some of these are disputed cases, where a reminder with no answer to the complaint only lengthens the time to payment.

Check what your finance system already shows

Ready-made finance systems often have a receivables view that links transactions, cases and activities. If the invoice shows a current ticket and it is clear who is resolving it, configuring the view or a rule that routes a disputed case to the responsible person is enough. The agent is useful when the information sits in free-form correspondence: the client writes an email, support answers in a separate thread, and finance has to understand what is missing. The article on receivables monitoring covers tracking due dates and reminders.

Where to start

We start with one team and one type of service complaint. Usefulness shows in whether the person preparing the call understands why payment is being withheld. The team can also practise this work first in team AI training. We build this as part of AI agents. For the free process review, a description of one case from recent weeks and the tools it ran through is enough. You do not need to send confidential documents, and you get a written plan within 2 working days.