From Experimentation to Scale: An AI Adoption Framework That Makes AI Work in Pratice
AI is everywhere—but real impact is still rare. While companies rush into experimentation, few manage to scale what works.
In this piece, I share a practical AI adoption framework that moves beyond tools and training, focusing instead on how organisations actually make AI work—from early exploration to measurable impact, governance, and ultimately, re-imagining how work gets done.
