Vinciane Beauchene

And they look at where people still make a difference for the better.

This is not incremental redesign of your operating model.

It's radical, AI-first reinvention.

And we did this work for an industrial goods client of mine.

Imagine having to go through 50 Hacker Future workshops, looking at how AI is going to disrupt each of your businesses, each of your functions.

Comfortable?

It is not.

But it allowed the leaders to align on a vision of where agents win, people matter, and how best to pair them.

Now, once you have this vision, you want to translate it into a workforce model.

How many people do I need?

With what skills?

No more guesswork, just informed, intentional reinvention, a multi-year skills forecast.

And this is something we built for a consumer goods client that was facing a massive challenge.

Imagine having to reformulate your entire product portfolio

while keeping the leadership on innovation.

Of course, AI unlocked the productivity that was required, but the work was much deeper.

They needed to reinvent the role of the researcher, from chemist to data-driven biologist, from solo expert to multifunctional teammate.

And they made it happen because they mapped very precisely the future skills that they needed, and they built a very effective upskilling and mobility engine.

Then you want to publicly commit to taking your talents to their fullest potential.

Now, I know what you're going to tell me.