Dimension 1Values and Principles
The foundation of everything: human consciousness (understanding what AI can and cannot do, and what it does to our people) guided by values and principles that are non-negotiable.
Guiding question: What values govern our AI adoption, and do we really know who is impacted?
In practice: A board that defines its AI principles and discusses the impact on its people before approving investment.
Dimension 2Augmented judgment
Using AI to think better, not to stop thinking.
Guiding question: When do we trust the machine and when do we question it?
In practice: A leader who validates an algorithmic recommendation against their experience before deciding.
Dimension 3Human-AI collaboration
Redesigning work so people and systems complement each other.
Guiding question: Are we organizing collaboration or improvising it?
In practice: A key process redesigned with clear roles for people and the system.
Dimension 4Responsible trust
Governance, policies and accountability that make adoption possible.
Guiding question: Who is responsible when the machine is wrong?
In practice: An acceptable AI use policy approved, communicated and enforced.
Dimension 5Change leadership
Leading the human transformation that technology demands.
Guiding question: Who is leading this transformation, and with what mandate?
In practice: An executive owner of AI adoption with resources and a change management plan.
Dimension 6Human flourishing
Putting productivity in service of people, not the other way around.
Guiding question: Do our people end up better, or just more measured?
In practice: Planned re-skilling for people whose roles will change.