The most useful AI conversations are not about whether an organisation should “use AI.” They are about where it genuinely improves work, where people need new capability, and where the technology introduces unnecessary risk.
Les compétences d’abord
Give people enough understanding to use AI
confidently and responsibly.
Partir du travail réel
Test AI against actual tasks instead of
hypothetical demonstrations.
Mesurer la valeur
Look for better decisions, reduced friction
and stronger outcomes — not novelty.
AI becomes valuable when it moves from experimentation
into practical capability.