Kotter’s eight steps give ethical AI transformation a practical architecture:
- Create urgency make the case for change undeniable
- Build a guiding coalition: assemble the diverse authority needed to lead
- Develop a vision: define what ethical AI looks like in practice
- Communicate: consistently, specifically, through action as much as words
- Empower action: remove the structural, cultural and skills obstacles
- Generate wins: create visible evidence that the change is working
- Sustain acceleration: use early success to go deeper, not to declare victory
- Institute in culture: make ethical AI not a project but a way of being
One mind cannot see it all. Kotter’s model is, at its heart, a framework for collective intelligence applied to change: transformation that happens not through the vision of a single leader but through the committed action of many, aligned around a shared purpose.