Multi-actor supply chains: lessons from the Debrecen boom

In brief: In the summer of 2026, CATL's Debrecen plant already employed nearly 1,500 people and was competing for exactly the workers the region's logistics companies rely on too — a pattern that repeats everywhere a supplier ecosystem ramps up around a big investment. The pressure of rapid growth targets the same few resources, and traditional ERP falls short here, because the crux isn't decided inside the organization but between organizations. This article shows why growth slows down at onboarding new suppliers, and how multi-party collaboration can be kept workable instead of relying on manual administration.

In the summer of 2026, CATL's battery plant in Debrecen employed roughly 1,470 people, and was targeting 2,300 by year-end. Within a few months it was already on its fifth recruitment campaign — and looking for people in exactly the areas the region's logistics companies rely on too: manufacturing, logistics, quality assurance, warehousing. A single factory that moves the entire local labor market.

That figure is different again by now, and will change once more in a few months. The pattern behind it, however, is constant — and it isn't really about Debrecen. The same thing repeats everywhere a supplier ecosystem suddenly ramps up around a big investment: a new automotive plant, a logistics hub, a fast-expanding industrial park. A huge opportunity, and at the same time huge pressure on the same few resources — people, capacity, infrastructure. For the logistics and procurement managers involved, the real question isn't the fact of growth, but how to keep their good suppliers and their capacity when everyone is competing for the same ones.

When growth turns the players against each other

Rapid ramp-up has an ugly side effect. When suddenly everyone needs the same driver, warehouse worker and capacity, the market starts bidding against itself. Wages go up, people migrate, suppliers move to the biggest and fastest-paying partner, and the rest scramble. Without some kind of order, a region's supply chain can easily drown in its own success.

The better regions react to this in time, creating some form of shared coordination before competition tears apart the local supply chain. In Debrecen this became the Debrecen Regional Supply Chain Platform: at the end of 2024 it was launched by the Hajdú-Bihar County Chamber of Commerce and Industry, the city of Debrecen, the EDC, the MLBKT, the MLSZKSZ and Trans-Sped, and more than sixty players joined on the first professional day. The stated goal is for the region's companies to cooperate rather than grind each other down. At Trans-Sped's roundtable, the discussion was literally about how to avoid a "Wild West" state in the supply chain.

Cooperation like this provides the intent. But day-to-day collaboration also has to be filled with some shared working method, otherwise what remains is what there was before: email, phone and separate spreadsheets through which companies try to align.

Why traditional ERP isn't enough for this

Most companies think in terms of their own ERP system when they set out to organize their processes. ERP is good at what it was designed for: keeping track of resources inside the organization. The trouble is that in a ramping-up ecosystem, the crux isn't decided inside the organization but between organizations.

A supplier relationship, a joint capacity plan, a qualification process across several companies — these fall outside the ERP world. The boundary of a traditional system is the boundary of the company, and as soon as a process crosses into another organization, the usual manual work comes back: spreadsheets emailed around, separate versions, coordination by phone. In a dynamic, multi-party ecosystem where who can take on what changes weekly, this method falls apart along the way.

So the question isn't whether the company has a good ERP. The question is what happens beyond the edge of its systems, where it has to align with partners.

Where growth really slows down: onboarding new suppliers

Rapid ramp-up produces friction daily at one point: finding and qualifying new suppliers. As the supplier base expands, every new partner has to be assessed, compared, and checked for capacity, prices and compliance. Debrecen's scale shows well what's at stake: over recent years CATL has worked with nearly three hundred Hungarian businesses, and that circle keeps growing.

When ten or fifteen bids arrive for a tender, each in a different format and a different breakdown, comparing them is days of manual work. They have to be copied into a spreadsheet, standardized, and the missing data chased up. By the time it's done, it's often already too late, because a faster competitor has taken the good supplier by then. In a ramping-up market, where a good partner is the scarcest resource, slow qualification is a direct competitive disadvantage.

What makes day-to-day collaboration workable

This kind of multi-party collaboration is what Fluenta One is meant to run — a process-automation software that works in the space between organizations, where ERP ends. Partners can be invited to a shared interface accessible from a browser without installation, so a supplier joins in a few clicks rather than a week-long rollout project. And the communication between them stays together, tied to the given case or shipment and retrievable, instead of in emails.

The software hands the routine work to autonomous AI agents. These don't just organize data into a spreadsheet faster; their real value is that they watch for risk before it even shows up in the numbers. The supplier-qualification agent takes exactly the comparison of bids off the team's shoulders: it reads in bids arriving in different formats, scanned documents and differently structured spreadsheets, extracts the essentials, and arranges them into a uniform, comparable form by price, terms and compliance. What used to be days of manual copying is thus ready for a decision within a day, and onboarding new partners can be cut roughly in half. The compliance-monitoring agent, meanwhile, tracks partners' data and approvals, analyzes the resulting trail, and flags in time if a regulatory or compliance deviation slips in somewhere, before it surfaces at an audit or a tender.

The software fits alongside existing ERP, TMS and WMS systems, with two-way sync, and the data stays the company's throughout. It doesn't dissolve the competition — the market still decides that. But it does ensure that collaboration doesn't get stuck at the speed of manual administration.

The winners of growth plan ahead

Every fast-growing market reaches the stage where the operating culture of the next ten years is decided. Anyone who establishes orderly, transparent processes with their partners early in the ramp-up becomes a winner of growth rather than its victim. The lesson is the same anywhere a big investment reshapes the local supply chain.

If you're curious what this looks like in your own supplier base, we'd be glad to show you. Request a demo →

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