Why traditional productivity metrics don’t work for knowledge workers

Work today is filled with activity, yet outcomes often fail to keep pace. The productivity paradox reflects a growing gap between effort and impact in knowledge work, raising questions about how performance is measured. As AI changes how work is created and decisions are made, organisations are rethinking value, effectiveness, and what truly drives results, themes central to the Future of Knowledge Work Summit 2026.