Articles
Ideas for people leading change.
I write to make sense of what I’m seeing in research, classrooms and organisations—and to make those ideas easier to use.
Focusing only on tech teams for AI implementation is a recipe for failure
Why real AI adoption needs process owners, capability building and organisational change—not only a technology team.
Read more →Competencies for an AI-Ready Workforce
A practical way to connect learning, access to tools and real adoption inside day-to-day work.
Read more →The Brainstorming Paradox
Why meetings meant to invite participation can end up closing it down—and what leaders can notice.
Read more →Reimagining Future Work Design
Thinking beyond replacement to a more balanced relationship between people and non-human knowledge workers.
Read more →