TL;DR
Confused AI rollouts hurt firms and baffle staff (BBC). The tech is rarely the problem; communication, training and trust are. Employer AI support fell YoY; only ~1/3 of workers get the training they need (Pew 2025). Change management just became a frontline skill.
Why rollouts fail
- No clear reason given for the change
- No training, so staff feel set up to fail
- No psychological safety, so fears go unspoken
- No feedback loop, so problems compound silently
How to put it on a CV
It only counts paired with a number. "Took active usage from 35% to 90% in a quarter" beats any certificate. Name the scope, the method, the measurable outcome.
At CVPilot we help frame this as a managed outcome, not a vague claim.
What is the worst rollout you have survived?
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