AI Strategy
Strategic frameworks and approaches for organizational AI adoption.
| Published | Essay | |
|---|---|---|
EU AI Act Compliance Guide: What Polish Companies Need to Do Before August 2026The 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. | Ai Strategy | |
AI Funding and Grants for Polish Companies in 2026: A Practical OverviewPoland 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. | Ai Strategy | |
AI Adoption Strategy: A Framework for Mid-Size OrganizationsA practical framework for mid-size organizations planning AI adoption, covering readiness assessment, governance structure, pilot selection, and scaling from experiment to production. | Ai Strategy | |
Why AI Governance Is Not the Enemy of InnovationAI 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. | Ai Strategy | |
Measuring AI ROI: Beyond the Productivity MythThe 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. | Ai Strategy | |
UBI and the Age of AutomationAn 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. | Ai Strategy |