Robots now sort Zalando returns in Poland. Physical AI goes live in Świebodzin

Zalando returns in Poland are now being sorted by Sereact’s robotic system. Dual-arm stations have entered live operations at CEVA Logistics facilities in Świebodzin and Greven, Germany. This is not another trade-show demo: the three partners describe an operating deployment that is intended to become the first phase of broader returns automation across Europe.

Event date: 7 October 2026 · RoboMorrow verification: 9 October 2026 · Sources include statements from Sereact and operator CEVA plus independent trade-press coverage. RoboMorrow has not tested the system on site.

What exactly went live in Świebodzin?

CEVA Logistics has deployed Sereact dual-arm robotic stations to handle returned Zalando fashion items. The same operating model is running in Greven, Germany. According to the partners’ joint announcement, the systems have entered production operations: they grasp, identify and sort returned products. Sereact calls the control layer Cortex and describes it as a physical-AI platform.

The main difference from conventional automation is supposed to be the ability to handle objects that the system has not seen before. The partners say the station needs neither separate training for every item nor a fixed SKU profile. That matters in fashion returns, where the same product may arrive crumpled, partly unpacked or positioned very differently from its catalogue image.

Why are returns harder than picking new products?

In an orderly warehouse process, a robot often works with a predictable container, product orientation and item list. A return breaks those assumptions. Clothing is deformable, changes shape while it is grasped, and may be wrapped in film or mixed with packaging. The system must understand not only the object but the state of the scene, then choose a grasp that does not drop or damage the product.

Two arms can help separate material and stabilise it during manipulation. Hardware alone does not solve the task. Cameras, perception models, motion planning, exception procedures and the handoff of a difficult item to a person all matter. The deployment therefore illustrates RoboMorrow’s argument that a robot is not enough without data, AI and fleet operations.

It is production, but not yet a public benchmark

Entering live operations is stronger evidence than a demonstration video. CEVA operates the facilities and Zalando owns the returns flow, so these are named partners with a real workload. The Next Web and Automated Warehouse have covered the launch. Their reports are not a performance audit or an independent reliability test.

The partners did not disclose the number of stations in Świebodzin or Greven. There are also no comparable figures for items per hour, operations without intervention, classification accuracy, technical availability, exception-handling time or cost per returned unit. Automated Warehouse includes a comment about a flow of hundreds of units per hour, but without a methodology or an unambiguous link to a specific configuration, RoboMorrow does not treat it as a benchmark.

Robotics-as-a-Service changes the cost question

The system is delivered as Robotics-as-a-Service. Instead of simply buying robot arms, the customer pays for an operating service that includes hardware, software and maintenance. That structure may lower the barrier to starting, but total cost of ownership cannot be calculated without contract terms. An operator should ask about minimum volume, fixed fees, per-operation pricing, guaranteed availability, service response and liability for a wrong classification.

CEVA and Sereact say automation reduces physical strain and allows employees to move towards station supervision, exception management and quality control. That is the partners’ intended work model, not a published employment study. No change in headcount, employee turnover or post-deployment ergonomics has been disclosed.

Why this case matters for Poland and Europe

Świebodzin moves the physical-AI discussion from the laboratory into Polish e-commerce logistics. Returns are a costly, seasonal process in which time directly affects whether an item can be sold again. If the system can handle variable, deformable products without continuous item-by-item programming, it may shorten the route from return to quality control and restocking.

That does not yet make the solution suitable for every warehouse. Buyers need months of operating data, results split by product category and clear procedures for difficult cases. European operators should also examine WMS integration, local service, machinery safety, image capture, data retention and failure recovery. For a comparison of scale and architecture, see RoboMorrow’s analysis of JD Logistics’ Wolf Pack systems and other business robotics deployments.

What is confirmed, what is a claim and what remains unknown?

• Confirmed by the partners: the Świebodzin and Greven locations, entry into live operations, the dual-arm configuration, the RaaS model and the use case of Zalando returns.
• Vendor and partner claim: handling previously unseen objects without item-specific training, plus fewer manual touches.
• Vendor context: Sereact said in July that more than 200 systems were live across Europe and Cortex had completed over one billion production picks. Those are company-wide figures, not results for these two installations.
• Unknown: station count, operational KPIs, service price and the identity or timing of the next facility.

RoboMorrow assessment

A named production deployment matters more than another trade-show demo. The Świebodzin installation is a concrete physical-AI use case for fashion returns, but the partners have not disclosed station count or comparable performance metrics. Operational evidence will determine whether the model scales economically across sites.

Sources and verification

• Sereact — official launch announcement, 7 October 2026
• CEVA Logistics — facility operator announcement, 7 October 2026
• The Next Web — independent report, 7 October 2026
• Automated Warehouse — trade report and additional Sereact comments, 7 October 2026

Image: Sereact dual-arm system handling fashion items; official CEVA Logistics/Sereact media. This article is not a RoboMorrow review or hands-on test.