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How Royal Kaak Automates Supplier Invoice Processing With AI

Lennard Kooy·Jun 15, 2026·3 min read
How Royal Kaak Automates Supplier Invoice Processing With AI

Royal Kaak, the 180-year-old family business behind industrial bakery lines around the world, is working with Lleverage to take the manual work out of supplier invoice processing. An AI agent now reads incoming invoices, matches them against purchase orders and books them into the ERP, so the finance team only steps in where their judgment is actually needed.

A Royal company with a very modern back office problem

Kaak has been building bakery equipment from Terborg, in the Dutch Achterhoek, for more than 180 years. The company carries the Royal ("Koninklijke") predicate, an honour reserved for Dutch businesses of national importance with at least a century of history. Today Kaak engineers and delivers complete industrial bakery lines: large, custom installations that turn dough into bread at factory scale.

That custom work is exactly what makes the administrative side heavy. Every bakery line is engineered to order, which means a complex supplier network behind each project: dozens of purchase orders spread across many vendors. Each of those purchase orders eventually comes back as an invoice that has to be checked, matched and booked. For the finance team, that meant a steady stream of manual matching work.

What the AI accounts payable agent does

Together with Lleverage, Kaak now runs an accounts payable agent that handles the flow end to end:

  • Reads incoming supplier invoices directly from the shared finance inbox
  • Extracts the relevant data from each invoice automatically
  • Matches every invoice against the corresponding purchase orders
  • Routes exceptions and approvals to the right person, with the full context attached
  • Processes matched invoices straight into the ERP system

The important detail is the split between machine work and human work. Invoices that match cleanly flow through without anyone touching them. The ones that need a decision, a mismatch, a missing purchase order, an approval above a threshold, land with the right colleague along with everything they need to resolve it. Nobody hunts through the inbox or the ERP to reconstruct what happened.

Why this matters beyond Kaak

Invoice matching is one of the clearest examples of work that skilled finance people should not be doing by hand. It is repetitive, rule-driven and high-volume, and every project-based manufacturer recognises it: the more custom your product, the more suppliers and purchase orders sit behind every delivery. When a 180-year-old Royal family business decides this is the moment to hand that work to an AI agent, it says something about how accessible this kind of automation has become.

Kaak joins a growing group of established Dutch industrial companies, like Koninklijke Dekker, that are using Lleverage to automate the document-heavy work in their back office while keeping people in control of the decisions.

Curious what an accounts payable agent would look like on your invoice flow? Book a demo and we will walk you through it with your own documents.

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