Data in Action: What We (and Your Machines) Can Do or You
Digital transformation is nowadays an essential part of nearly every company. We hear terms like smart manufacturing, Industry 4.0, automation, and prediction. But how can we turn these concepts into tangible results? We’d be happy to show you how our team can help with that—by applying data analysis, machine learning, and optimization techniques tailored to your specific data and needs.
Photo: The team that powers the data—experts and talented students of the KMA Technology Platform. From left to right: entire team, students, academics (April 2025)
For companies manufacturing in larger series and collecting process data:
1. Anomaly detection
Using machine learning algorithms trained on your data, we can automatically identify products with suspicious process parameters.
2. Automated output inspection
Do you collect data from output controls—such as measurements, images, sound, or other sensors? We can create algorithms that automatically flag non-compliant products.
3. Predictive maintenance
By monitoring production data, we can alert you in advance to potential failures or maintenance needs—before a machine breaks down.
4. Manufacturing process diagnostics
Using machine learning, we develop models that capture the relationship between process parameters and output quality. When issues arise, such models can help identify likely root causes.
For custom manufacturing, services, or retail:
- Optimization of production, logistics, and decision-making processes
- Machine learning for classification, prediction, and recommendation
- Processing of image, sound, or other digital signals
- Mathematical modeling of real-world processes
- Design of experiments, data analysis, and evaluation of studies
What else can we offer you?
1. Statistical analysis that makes a difference
We help you tackle real-world problems across natural, technical, and social sciences—whether it’s metrology, processing multivariate and high-dimensional data, time series analysis, or data mining. We apply modern methods of machine learning, deep learning, and artificial intelligence. We can handle even the most complex datasets and extract what truly matters to you.
2. Smarter networks and systems
Are you dealing with transport, logistics, or complex processes? Using mathematical modeling, optimization, and advanced algorithms including AI, we design more efficient network structures and control strategies that save time, money, and resources.
3. Better decision-making—even under risk and uncertainty
We assist with the development of mathematical models for tenders, employee evaluation, or investment decision-making. We use methods for multi-criteria and group decision-making, as well as decision-making under risk or uncertainty (i.e., fuzzy modeling)—ideal for situations where “gut feeling” just isn’t enough.
When your data starts to think
Modern problems call for modern tools. Artificial Intelligence (AI), machine learning, and deep learning are unlocking new possibilities—and we help you harness their full potential. We create intelligent models that can recognize patterns in your data, predict future trends, analyze images, sound, and text, and even support prediction, automated decision-making, and recommendation systems. These technologies are tailored to your data and processes—in manufacturing, commerce, services, as well as research. They save time, cut costs, and deliver better results.
In short
Whether you need to extract meaningful information from your data, make better decisions, or automate tasks currently done manually—we’re here to help.
If you're interested in an introductory kick-off call to learn more about collaboration opportunities, don't hesitate to contact doc. RNDr. Jitka Machalová, Ph.D., MBA, Deputy Head of Department for Cooperation with Industry and Development (email: jitka.machalova@upol.cz) or Mgr. Julie de Sousa, Ph.D. Department Coordinator for Industrial Affairs (email: julie.jeronimodesousa@upol.cz).