Insights & strategy
Practical insights on AI strategy, implementation, and governance. From experience, not theory.
The EU AI Act applies to every company using AI in Poland. Here is what it requires, which risk category your systems fall into, and a practical checklist for compliance before the August 2026 deadline.
Poland offers several public funding programs for AI adoption in 2026, from KFS training grants to EU co-financed innovation paths. An overview of the landscape, with a pointer to the full Polish-language guide.
A practical framework for mid-size organizations planning AI adoption, covering readiness assessment, governance structure, pilot selection, and scaling from experiment to production.
AI governance often gets framed as bureaucracy that slows teams down. In practice, the organizations that govern AI well ship faster and with fewer disasters. Here is why.
The standard productivity metrics for AI are misleading. Real ROI comes from measuring decision quality, error reduction, and time-to-insight -- not lines of code or documents processed.
An AI practitioner wrestles with Universal Basic Income -- what changes when you are personally building the automation that displaces workers, and why the standard narratives about retraining and market adjustment are insufficient.