Three Days of Hands-On Learning: A Finnish Product Manager Explores the TOMROBOTS Smart Bottle Recycling Machine

Earlier this month, TOMROBOTS hosted Mr. Jaakko, a product manager from Finland, for a three-day learning visit at our facility in Guangzhou. Over the three days, Mr. Jaakko studied our smart beverage bottle recycling machine from the hardware upward — how the machine identifies, compresses and stores empty bottles and cans — and then worked through the software platform that controls the device, powers the reward system and connects every unit to the cloud.

The visit was practical by design. Mr. Jaakko sat with our engineers, went through the system screen by screen and asked detailed questions about how the machine would behave in a European operating environment. His company is seriously evaluating our product, and this post shares what a client learning visit looks like at TOMROBOTS — for anyone in the recycling and reverse vending space considering a similar visit, and for anyone curious about how smart recycling equipment is developed and delivered.

Why Finland matters for smart recycling

Finland has one of the oldest and most successful deposit return systems for beverage containers in the world. The national system has been operating for more than seven decades, and return rates for bottles and cans are among the highest in Europe. Finnish consumers are thoroughly used to returning containers at supermarkets, kiosks and other collection points, and the logistics behind those returns are mature.

At the same time, regulation across Europe is pushing collection rates higher. Under EU packaging rules, member states are working toward substantially higher separate collection of single-use plastic bottles, and deposit return schemes are being introduced or expanded in several countries. The combination — an experienced deposit market in the Nordics, plus tightening requirements across the EU — means companies like Mr. Jaakko's are looking beyond traditional supermarket reverse vending machines toward smarter, more flexible collection points where drinks are actually consumed: offices, campuses, shopping centers, transit hubs and residential communities.

The product under study

The smart beverage bottle recycling machine at the center of the visit collects empty PET bottles and aluminum cans in real-world locations. When a consumer inserts a container, the machine identifies it through barcode recognition combined with sensor-based detection, validates that it is an acceptable item, compresses it to make the most of internal storage and drops it into an internal bin. The user sees the result immediately on the touchscreen: a deposit refund, points, a coupon or a simple confirmation, depending on how the operator has configured the machine.

Under the hood, the unit is built for continuous operation in public spaces. The enclosure handles outdoor weather where required, the feeding mechanism is designed to avoid jams, and the storage area is monitored remotely so operators know exactly when a bin needs emptying. For sites where a power outlet is not available, selected configurations can be equipped with a solar power option so the machine can run independently.

The hardware, however, is only half of the product. The software platform is what turns a collection bin into a manageable business asset. Every machine connects to the cloud, and operators can see fill levels, device status, error alerts, collection history and usage patterns in real time. Reward programs are configured remotely, the user interface supports multiple languages, and firmware updates are delivered over the air. For a product manager evaluating this technology, the software is where the long-term value sits — and that is where Mr. Jaakko spent much of his time.

Day one — the machine itself

The first day was devoted to the product: the physical machine, its components and its behavior in daily use. Our engineers walked Mr. Jaakko through the full structure of the unit — from the intake opening and the identification module, through the compression and storage sections, to the control board and connectivity hardware.

Several topics drew particular attention. First, identification reliability. Mr. Jaakko asked how the machine distinguishes between acceptable containers and items it should reject, and what happens when a bottle is crushed or the barcode is damaged. We demonstrated the combination of barcode scanning and type detection, and discussed how the system is tuned so that genuine containers are accepted smoothly while wrong items are turned away without causing jams.

Second, weather resistance. Because Finland sees cold winters, snow and wide temperature swings, Mr. Jaakko was interested in how the machine handles low temperatures and moisture. We reviewed the enclosure design, the sealing of the electronic compartments and the measures taken to keep the identification window clear and the mechanisms operating reliably in outdoor conditions.

Third, maintenance. A machine in the field is only useful if it can be serviced simply. We showed the tool-free access points, the modular layout of key components and the guidance provided to local technicians. For a product manager, the speed and cost of maintenance are product features in their own right, and this part of the conversation went into considerable detail.

The day ended with a practical session in our testing area, where Mr. Jaakko ran sample bottles through the machine, observed the identification and compression sequence, and tested edge cases such as oversized containers and empty cans. He noted the machine's behavior in each case and compared it with the operating expectations of similar equipment he had seen in Europe.

Day two — the software and the platform

The second day focused on software, which is where a recycling machine becomes a network of connected devices rather than a standalone bin. We started with the control software inside the machine — how the device manages its sensors, motors and displays, and how it reports its state. From there we moved to the cloud platform.

The operator dashboard was demonstrated in detail. Mr. Jaakko saw how a fleet of machines appears on a single screen: which units are running normally, which are low on storage capacity, which have reported errors and which need attention. We walked through the alert system, showing how notifications are triggered and how issues can be diagnosed remotely before a technician is sent to the site. This remote-first approach is central to our design philosophy: the goal is to reduce on-site visits and keep machines running with less downtime.

Reward configuration was another focus. In a deposit market, the machine needs to connect cleanly to the value of each returned container; in an incentive-based deployment, it needs to issue points or coupons according to rules set by the operator. Mr. Jaakko worked with the configuration screens himself, setting up a test scenario and checking how the changes took effect on the device. He also reviewed the multi-language capability of the user interface, including the process for adding or adjusting language packs.

Data was the third theme. The platform records collection volumes over time, and operators can see when and where containers come in. This usage data supports practical decisions — when to empty bins, where to place machines, how to size reward programs. Mr. Jaakko, as a product manager, was particularly interested in what this data can tell an operator about consumer behavior, and we discussed how the reporting can be adapted to different business models.

The day also covered the operator side of the software — how a site manager or a collection partner uses the system day to day, from checking the morning report to confirming that a bin has been emptied. Mr. Jaakko took notes on these workflows, since a platform that fits into existing routines is far easier to adopt than one that requires new habits.

By the end of the second day, the conversation had moved from "what the machine does" to "how the system is operated and maintained at scale" — which is exactly the progression a serious evaluation should follow.

Day three — operations, deployment and market fit

The final day covered everything between a signed agreement and a machine running in the field: installation requirements, commissioning, calibration, operator training and ongoing support.

We discussed site preparation in practical terms — space, power, network connectivity and drainage for outdoor locations — and the steps taken during commissioning to verify that the machine is level, connected and calibrated before it is opened to the public. We also reviewed the documentation and training materials that accompany the machine, since the people who operate and service it are often the ones who decide whether a deployment is a success.

A large part of the day was a market-specific discussion. Mr. Jaakko asked about certification requirements for European markets, the logistics of shipping and customs handling, and how we support customers who are not based in China — including remote technical support, spare parts supply and the training of local service teams. These are practical questions, and they matter as much as the product itself when a company is deciding whether a new supplier can support it across borders.

We also talked about the Finnish context in detail: how the machine would integrate with an existing deposit system, what the consumer experience should look like for a market where returning containers is a daily habit, and how the machine's capabilities compare with the requirements of the local infrastructure. No commitments were made — the visit was about learning and evaluation — but the questions asked over the three days were those of a team that is thinking seriously about deployment.

One point that came up repeatedly was simplicity. A recycling machine in a public space is used by many different people, many of them in a hurry, and it is operated by staff whose main job is something else. Every step of the design — from the user interface to the error messages to the service procedures — has to be as simple as possible. Mr. Jaakko's questions reflected that same priority, which suggests his company shares our view of where the real risks and costs in this business lie.

What the visit confirmed

For us, the visit was valuable on several levels. First, it confirmed that our product direction matches what experienced operators and product managers are looking for: reliable hardware, a software platform that reduces operational cost, and a service model that works across borders. Second, the questions raised gave our team a clearer picture of the specific expectations in Northern European markets — from cold-weather performance to integration with established deposit schemes — and we are taking those notes into our ongoing development.

For Mr. Jaakko's company, the three days provided a working understanding of the technology rather than a brochure impression. He saw the machine operating, tested the software hands-on and discussed service and deployment with the people who build and support it. That kind of direct access is the most honest way we know to present a product.

Looking ahead

The visit ended with a clear sense of direction. Mr. Jaakko's company will continue its evaluation, and we will support it with the technical documentation, samples and reference material it needs. If the evaluation proceeds, the natural next steps are a pilot deployment and, from there, a commercial partnership — but at this stage we are simply continuing the conversation with the same openness that characterized the three days in Guangzhou.

We regularly host similar visits for customers and partners, and we are glad to do the same for anyone who is serious about smart beverage container recycling. A face-to-face visit is, in our experience, the fastest way to understand what our machines can and cannot do — and we prefer that people find out before they commit, not after.

About TOMROBOTS

TOMROBOTS is a Guangzhou-based manufacturer and technology company specializing in smart beverage bottle recycling machines and the software platform behind them. Our machines are in operation across multiple markets, and our team handles everything from product design and manufacturing to software development and international customer support. If you would like to learn more about our products, or to arrange a visit, please contact us through our website.