Why adoption stalls
People are unsure what they are allowed to do, worried about mistakes or their jobs, or tried AI once on a generic task and were unimpressed. Others simply have no time to experiment. Each of these has a fix: clear policy, honest communication about roles, role-specific examples and protected practice time.
Habits that make it stick
A shared library of prompts and workflows that worked. A short slot in team meetings to show one AI win. Champions who help colleagues. Regular office hours. And measuring adoption by tasks done differently, not by logins.