Empowering people and teams to do their best work with AI.

I want to help people and teams understand how AI can help them today and in the future, and feel agency in this fundamental transformation.

By combining business requirements engineering, design thinking, and rapid prototyping, we clarify where AI fits and where it’s a misconception. We will approach AI and its key building blocks with humans at the center, based on the four pillars of human agency:

Intent

We move with clear goals – away from tangible challenges and toward new opportunities. Either way, we'll break our journey into manageable steps and deliver tangible results quickly to keep motivation high.

Forethought

In many cases, it won’t be “work how we work today, but with AI.” Rethinking and redesigning roles and processes to align with what AI brings to the table will be part of our journey.

Self-regulation

We will balance individual benefit, team progress, and organisational contribution. That way, we will distribute effort and motivation to generate value for each person and deliver our piece to the larger puzzle.

Self-reflection

Why do we move? How will we change? What will we do specifically? Together, we will answer these questions to stay on the same page.