Scaling Human + Gen AI Collaboration

Is a practical guide for leaders who need to move beyond the 20–30% AI adoption ceiling that stalls most organisations. Drawing on change psychology, proprietary employee segmentation, and real-world implementation experience, Karrie introduces the 3R Model — a framework that categorises employees as Results (5–7%), Resilient (15%), or Reluctant & Resistant (80%) — and shows leaders how to sequence AI adoption starting with the right people, not the loudest voices.