When employees resist AI, leaders too often diagnose fear or technophobia. The more useful interpretation is that resistance encodes real information about risk, workload and trust.
Resistance as Signal
Frontline teams frequently see failure modes that pilots miss. Listening to resistance surfaces governance gaps before they become incidents.
Building Legitimate Trust
Trust is earned through transparency about how systems work, what they decide, and where human judgment remains decisive. Mandates without legitimacy produce compliance, not adoption.
