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Real-world project experience, research and technology development came together at this year’s DepCoS-RELCOMEX conference. The Blumilk team presented two papers exploring how modern technologies can address real challenges in software distribution and industrial processes.

The first paper presented by PhD Piotr Nadybski “Reliable Software Distribution at Scale Using Containerized Delivery and Discrete Scheduling Optimization”, was based on experience gained during the development of a Blumilk project. Piotr Nadybski, Krzysztof Rewak, Karol Zygadło, Kamil Piech, Jacek Sawoszczuk and Ewelina Skrzypacz created an approach combining containerization, automation and scheduling optimization to improve large-scale software distribution. The solution achieved an 83% reduction in deployment times and near-elimination of license violations in a production environment.

This is a great example of how experience gained while solving real business challenges can turn into research, new approaches and knowledge shared with the wider technology community.

The second paper, “Dependable Resource Planning in Smart Breweries through a Digital Twin of Flexible Batch Fermentation Processes”, was presented by Krzysztof Rewak together with Andrzej Rusiecki. The research explores the use of digital twins and optimization methods to support resource planning in brewery fermentation processes.

Both papers were published by Springer in the volume “Dependable Computer Systems: Methods, Models, and Applications”, the proceedings of the 21st International Conference on Dependability of Computer Systems (DepCoS-RELCOMEX), held on 29 June-2 July 2026 in Brunów, Poland.

For Blumilk, it is another step in developing our R&D capabilities and combining software development, AI and optimization with real-world business and industrial challenges.

Read the papers:

https://link.springer.com/chapter/10.1007/978-3-032-27927-9_28
https://link.springer.com/chapter/10.1007/978-3-032-27927-9_36
https://link.springer.com/book/10.1007/978-3-032-27927-9



Artificial intelligence is increasingly being used not only to analyse data, but also to connect information from multiple sources and draw meaningful insights from it. Krzysztof Rewak represented this area of research at the 20th International Conference on Agents and Multi-Agent Systems: Technologies and Applications (AMSTA-26) in Barcelona.

Krzysztof presented the paper “A Multi-Agent Framework for Probabilistic Batch-Level Quality Inference from Distributed Consumer Feedback”, exploring the use of multi-agent systems, probabilistic reasoning and distributed consumer feedback to assess production quality.

The idea? Instead of analysing individual reviews in isolation, the system can combine information from multiple sources and use it to infer the quality of a specific product batch.

This is another example of R&D work carried out at Blumilk, where AI, data analysis and modern approaches to system design are used to address real-world business and industrial challenges.



Non-alcoholic beverage technology is one of the fastest-growing segments of the food industry, requiring a level of precision that modern IT solutions are able to deliver.

On May 17-19, we invite you to the Bałtów Tourist Complex (Bałtów 8a) for the first scientific conference in Poland fully dedicated to the technology, quality and future of non-alcoholic beers - Perfect Fermentation 2026.

Why are we talking about it? Because Krzysztof Rewak will be part of the event. During his presentation titled “Applications of Artificial Intelligence Methods in Non-Alcoholic Beer Production”, he will discuss the technical aspects of optimizing production processes, focusing on:

  •  predicting fermentation parameters using advanced machine learning algorithms, 
  •  intelligent process control minimizing the risk of production errors, 
  •  digital twin modeling, enabling breweries to test production scenarios in a virtual environment before implementing them in real operations. 

The event is organized by the Wolny Kraft Association and the University of Agriculture in Krakow.

See you there!

In the tech industry calendar, there are events you attend for inspiration. And then there are those where people discuss the future of technology in practical, real-world terms - Oslo Tech Show definitely belongs to the latter category.

On May 6-7, we’re heading to Norway. It’s an important stop on our calendar, because the Scandinavian market truly understands what matters most to us at Blumilk: combining technology with real-world usability.

During the event, you’ll be able to meet us at the Polish Trade Stand organized by the Polish Investment and Trade Agency (PAIH) - a space where Polish technology companies showcase their expertise and solutions on the international stage.

Planning an AI implementation, looking to kick off R&D projects or simply interested in exchanging experiences from the “front line” of digital transformation? Feel free to stop by!

Krzysztof Rewak (CTO & Co-founder of Blumilk) will be there, so you can expect insightful, no-nonsense conversations about technologies that genuinely support business growth.

See you in Lillestrøm! 

How can artificial intelligence and computer vision help companies better control their processes and make more informed decisions? This was the focus of a presentation by Krzysztof Rewak, who presented a joint paper with Karol Zygadło and PhD Mateusz Jackowski.

The authors explored the use of computer vision in the brewing industry, showing how visual data can become a valuable source of information for an entire organisation - from quality control and process monitoring to decision support.

The research reflects the direction in which we are developing our expertise at Blumilk: combining AI, data and custom software development to address real business and industrial challenges.

The 22nd CIRCLE International Annual Conference, “NextGen Business: Sustainability & Digitalisation”, took place on 8-11 April 2026 at Jan Wyżykowski University in Polkowice, Poland.

https://www.circleinternational.co.uk/wp-content/uploads/2026/06/Circle-International-22nd-Conference_Book-of-Proceedings.pdf

Krzysztof Rewak and Karol Zygadło from Blumilk took part in the prestigious ICDMIR 2025 - International Conference on Data Mining and Intelligent Research, organized by Jan Wyżykowski University.
The event brought together researchers, engineers and experts in artificial intelligence, data science and data analysis.

Their presentations were based on research into the practical application of AI models in industry and automation:

1. AI Assistant for Craft Breweries: Heuristic and Embedding Models for Beer Recipe Recommendation
The presentation covered an intelligent assistant designed for craft breweries, created by our team.

2. Vision-Based Detection of Label Presence for Automated Quality Control
The second paper describes a computer vision system that uses image analysis models to automatically detect the presence of labels on products.

Publication in the Springer Series (Scopus)
The research results have been accepted for publication in the STEAM-H Springer Series (ISSN: 2520-193X; E-ISSN: 2520-1948), indexed in Scopus, Mathematical Reviews and zbMATH.
This is a significant distinction and a confirmation of the scientific quality of the research conducted at Blumilk.

Participating in ICDMIR 2025 is another step in combining academic research with real business practice. It demonstrates that the solutions developed at Blumilk are built on solid scientific foundations and have practical applications in automation, industrial quality control and industries requiring decision-support systems.

Conference link: https://ujw.pl/icdmir/

In just a few days, Krzysztof Rewak will represent our company at TechCrunch Disrupt 2025 in San Francisco - one of the most important and influential events in the world of new technologies, startups and innovation.

Blumilk’s presence at the event is not only an opportunity to showcase our expertise but also a chance to discuss the future of digital products built on modern technologies supporting digital transformation, including solutions powered by AI.

Our participation in TechCrunch Disrupt is part of the economic mission organized by the Marshal’s Office of the Lower Silesian Voivodeship, carried out within the Going Global 4.0 project, whose aim is to support the international expansion of companies from our region.

For us, it is an important distinction and a sign of trust, showing that Lower Silesia can confidently present its technological capabilities on the international stage.

If you are attending TechCrunch Disrupt, we warmly invite you to visit sector G1.
We’ll be happy to talk about designing modern digital products, system architecture, process automation and the use of artificial intelligence in business.

Interested in collaborating?

Let us turn your vision into reality. Do you have an idea for a web/mobile application, need digital transformation, or are you planning an R&D project? Do it with us!

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