Preparing teams now isn’t about predicting the next set of skills. It’s about designing environments where people can adapt in context, learn alongside one another, and keep moving as the work keeps evolving. That’s the capability that compounds.

What’s proving more durable is learning built into the work itself. Short cycles. Real projects. Space to experiment. Clear boundaries around where automation helps and where human judgment still carries the weight.