Expert view: Jarosław Królewski

Krakow has evolved from a traditional outsourcing destination into one of Central and Eastern Europe’s most important hubs for advanced data engineering and artificial intelligence development. Over the last few years, the local technology ecosystem has increasingly shifted toward high-value competencies related to machine learning, cloud infrastructure, predictive analytics, and generative AI. This transformation is driven not only by global technology companies operating in the region, but also by locally founded firms building proprietary AI products and platforms with international ambitions.

One of the most visible changes in the IT market is the growing importance of data-centric architectures and real-time decision systems. Companies are investing heavily in technologies that allow them to process massive volumes of behavioral and operational data in order to automate business decisions, improve customer experience, and optimize internal processes. As a result, demand for specialists in AI engineering, MLOps, data infrastructure, and large-scale distributed systems continues to grow rapidly.

The rise of generative AI is accelerating this transition even further. Organizations are no longer treating AI solely as an experimental innovation area, but increasingly as a core business capability. This creates new opportunities for Krakow’s technology sector, particularly because the region combines strong engineering talent, academic research capabilities, and international business experience.

In the coming years, Krakow is likely to strengthen its position not only as a delivery center for global corporations, but also as a place where advanced AI products and foundational technologies are created and developed at scale.