Insights
Fresh thinking on AI policy and adoption.
Aug 2026 · 3 min read
Why Every Company Needs an AI Usage Policy Before Its Next Tool Rollout
Samsung, Apple, and Amazon all hit the same wall in 2023, for the same reason: nobody had decided in advance what was allowed.
AI PolicyJul 2026 · 3 min read
AI Adoption Usually Fails at the Culture Layer, Not the Tech Layer
Walmart, Klarna, and Morgan Stanley all got real adoption - and none of them did it by mandating a tool.
AI AdoptionJul 2026 · 3 min read
Build vs. Buy: When a Custom AI Solution Actually Pays Off
GitHub Copilot shows when buying wins. PKO Bank Polski shows when it doesn't.
Custom Builds