Why AI licences turn into very expensive screensavers, and what actually breaks between deployment and daily use
The four dimensions worth measuring: Outcomes, Skills, Adoption and Culture, and why completion rates tell you nothing
The three-layer model behind every enterprise rollout: 80% users, 18% champions, 2% builders, and where value is created
Nine lessons from training 80,000 people in two years, plus what Telekom, Daimler Truck and Siemens Energy did differently