Adoption Scales Through Your Managers

Technology scales through systems. Adoption scales through people, and specifically through the supervisors and department leads between you and the front line.

Gallup surveyed 102 chief human resources officers and found that 99 percent said AI is somewhat or very important to their organization’s strategy. In the same survey, 50 percent were not confident their managers could guide employees on using AI at work.¹

The employee side of that research shows why the gap is so important. Workers who strongly agree their manager is a champion for AI are far more likely to say AI has changed how work gets done in their organization: 33 percent, versus 4 percent of everyone else.¹

That is a large difference, and it should change where an owner spends effort. In most owner-managed companies the announcement comes from the top and the adoption happens, or fails to happen, one team at a time. A supervisor who understands what the company is trying to achieve, who has permission to let people practice, and who can say when AI should be questioned, will move a team forward more quickly than just releasing a policy document.

Four things give a manager what they need. They need a clear account of what the company is trying to achieve with AI, described in terms of the work rather than the technology. They need permission and time for their people to practice, including the practice that produces nothing useful. That is because people learn by doing. They need guidance on when to rely on AI and when to challenge it. And they need a description of how each role on their team is expected to change.

There is a risk we need to acknowledge. Managers in growing companies already carry expanding responsibilities and wider spans of control. Handing them AI adoption without adjusting anything else turns a priority into one more competing demand, and it will lose out to whatever is urgent that week.

Identify the three managers whose teams would change most if they truly supported AI adoption. Then ask yourself what they need from you to make it happen.

Sources

¹ Gallup, “AI’s Effect on Workplace Culture,” 2026, based on a survey of 102 chief human resources officers in Gallup’s Global CHRO Roundtable together with Gallup employee survey data.