Change is easy to announce, but making it work is harder

I help organizations turn AI and emerging technology into new ways of working people can actually understand, adopt, and use.

I work at the messy point between possibility and operational reality — where the technology exists, but the workflows, behaviors, systems and decisions around it haven't caught up yet.

Explore how I work

Most AI problems aren't technology problems.

The tools are moving faster than the organizations adopting them. A company buys the platform. A team creates a list of use cases. Training begins and then six months later, people are still working largely the same way.

The workflows haven’t changed.

Employees still don’t know when to use AI.

Use cases never become everyday behavior.

Pilots succeed but don’t scale.

Governance becomes a blocker instead of an enabler.

Leaders struggle to show measurable value.

It’s all because adoption doesn't happen when people are shown what a tool can do. It happens when we understand how work actually happens now and redesign it around what has become possible.

See how I help

I work in the space between invention and institutionalization.


I help organizations answer questions like:

  • Where can AI create meaningful value here, not theoretical value?

  • Which workflows should actually change?

  • What will make people adopt the new way of working?

  • What needs to change in the operating model around the technology?

  • How do we know whether any of this is working?

I translate emerging capability into workflows, behaviors, systems and measurable outcomes.

Bring me the problem
 
woman with curly hair in professional attire with red earrings talking to a client across a table

Before you build another AI solution, take the time to find the real bottleneck

You’ve probably been asking “What else can AI do?” but the better questions are:

  • Where is work actually breaking down?

  • Which workflows are worth redesigning?

  • Where will AI create measurable value rather than novelty?

  • What will stop people from adopting the new way of working?

  • What needs to change around the technology — roles, behaviors, governance or decisions?

  • What should we stop doing altogether?

That’s where I work.

I help leaders see the structure inside messy transformation, then turn that clarity into practical systems people can actually use.

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Ways to work together

Consulting engagements
Strategic advisory
Cohort training
Speaking & facilitation

London-based. Working with organizations internationally.