Tools do not create adoption by themselves
A company can buy the best AI tools and still see no meaningful change if people do not understand when, why, and how to use them. Adoption starts with confidence and relevance.
Train a small group first, document useful workflows, and let practical wins spread. A people-first strategy makes tool decisions clearer because the team already knows what problems the tools need to solve.