The barrier is training, not fear
The most useful finding first: adoption tracks training, almost directly. Teams that give people real, hands-on AI training reach higher adoption than teams that give little or none. In BCG's 2025 AI at Work survey, 79 percent of employees with more than five hours of training were regular AI users, versus 67 percent of those with less, and in-person sessions and coaching mattered as much as the hours. Nearly half of employees say better training would help, and most report getting only the basics.
So the fix is not a pep talk. It is training tied to real work.
Four moves that make it stick
- Train on a real job, not "Intro to AI." Run a short session on a specific task the team already does and hates. People learn AI applied to their own work, not in the abstract.
- Grow internal champions. Let one or two people who are genuinely into it become the go-to helpers. Keep it light (under an hour a week), make it voluntary, and recognize them publicly. The job is to share real examples and mentor peers, not to enforce a checklist. If it becomes top-down and centralized, it dies the moment that one person is out.
- Set a simple rhythm. A 15-minute monthly "here is what worked, here is what we are stealing from each other" is enough. Heavier rituals quietly die within a couple of quarters if nobody owns them.
- Document so it does not walk out the door. Written process typically covers only about 60 percent of what a role actually requires; the other 40 percent is in someone's head. A shared prompt and SOP library is how that knowledge survives turnover.
Bringing along the AI-wary (and older) staff
The premise that older staff cannot adapt is wrong: research finds they are often curious and bring sound judgment; the barrier is differentiated training, not age.
- Expect "wait and see" and respect it. Use the early adopters' energy, and give the cautious ones proof and reassurance.
- Pair them up (reverse mentoring). A younger, tool-fluent employee shares the how; the experienced employee brings the context and judgment. Both keep their dignity.
- Solve a real annoyance and celebrate the small win. Nothing demystifies AI faster.
- Address the job fear honestly. Say plainly that this removes the grunt work, not the person, and mean it. Most small businesses are upskilling their people, not cutting them.
This removes the grunt work, not the person. Most small businesses are upskilling their people, not cutting them.