Poland’s Shift to AI-Native Software Delivery Reshapes Tech Sector

Poland, once primarily known for its large pool of software developers and IT outsourcing capabilities, is now emerging as a center for AI-driven software innovation. As the global software industry shifts toward AI-native delivery, Polish firms are leveraging their deep engineering expertise to adapt rapidly and compete with leading European tech ecosystems.

Companies such as Miquido, based in Kraków, exemplify this transition. Initially focused on mobile app development, Miquido has shifted towards integrating generative and agentic artificial intelligence (AI) into enterprise solutions, spanning industries from fintech to entertainment. Agentic AI refers to systems that not only generate code but can act semi-autonomously throughout the software development lifecycle, from analysis to deployment.

Jerzy Biernacki, Chief AI Officer at Miquido, notes that Poland's broad talent pool is well positioned to embrace these new tools. He highlights how developers increasingly focus on verification, architecture, and governance, with less manual coding as AI-powered assistants and agents become standard in development workflows. This mirrors larger trends in Europe and globally, as AI transforms the traditional software engineering process.

Poland is not yet among the continent’s top AI research hubs but is home to significant milestones: the development of two independent large language models, BIELIK and PLLuM, is rare within Central and Eastern Europe. High-profile startups like ElevenLabs and DocPlanner are securing substantial investments, further signalling the country’s growing role in enterprise AI.

Biernacki identifies a notable divergence within the sector. Startups, pressured to deliver rapid results for investors, are adopting AI-native workflows quickly. Enterprises, in contrast, must weigh speed against risks around security, compliance, and reputation. For enterprise software service providers, reliability and robust AI governance are becoming key differentiators.

Workplace hiring is also shifting. Miquido and similar firms now prioritize candidates who can translate business needs into prompts for AI systems, rather than simply possessing traditional coding expertise. Younger professionals, often familiar with AI from their studies, bring adaptability and new perspectives, although still requiring training in enterprise processes.

Biernacki argues that Poland’s legacy of supplying dependable, enterprise-grade software to global clients is a unique asset as the country adapts its delivery model. He sees Poland excelling not necessarily in cutting-edge AI research, but in AI-augmented enterprise software delivery—an area of increasing demand internationally.

The article also profiles several noteworthy Polish startups:

• AIstats uses AI, computer vision, and machine learning to analyze football matches, offering 3D tactical insights without stadium sensors.
• Carein focuses on nutritionally driven skin and hair wellness, combining science-led ingredients with medical expertise.
• DefendEye develops autonomous, AI-powered drones for defence and emergency response scenarios.
• FormalFoundry.ai creates AI governance and verification tools using formal methods to ensure compliance and output reliability.
• Graftcode aims to streamline API integration and backend connectivity across distributed systems, targeting productivity in AI-native environments.

Biernacki predicts that the ultimate winners in this new era will be those organizations best able to realign their entire operational structure around AI-enabled governance and quality assurance. He also observes a form of Jevons Paradox: as AI makes software development cheaper and faster, demand for new software surges rather than declines.

For Poland, this period marks an inflection point—where years of enterprise software experience now converge with rapidly advancing AI-native methodologies.

Source: tech.eu