AI adoption is a behavior change problem disguised as a technology problem.
What the research says about where AI adoption actually stands, and what separates the organizations where it works.
Articles
We rolled out AI tools. Why isn't anything changing?
Most AI rollouts give people new tools and leave the work the same. Why that happens, and three moves a leader can make first.
From the Founder
Need a break from AI? Every week on Substack, Andrew Peters writes about leading, family, friends, and whatever he's reading or listening to. The kind of writing that starts with an ordinary moment and ends with something worth thinking about.
The Gap
Within organizations that have already implemented AI:
65% say AI improved their individual productivity.
12% strongly agree it transformed how work gets done.
Source: Gallup, State of the Global Workplace 2026, April 2026.
Where the Workforce Stands
use AI in their role
use it weekly or more
use it daily
Weekly or more includes daily and a few times a week.
Source: Gallup, Rising AI Adoption Spurs Workforce Changes, April 2026.
1 in 4 employees say their organization has communicated a clear plan for AI
Source: Gallup, Workplace Indicator: Artificial Intelligence, May 2026.
Employees in AI-adopting organizations reporting large disruption in the past year
Employees in organizations without AI reporting the same
Source: Gallup, Rising AI Adoption Spurs Workforce Changes, April 2026.
The Manager Multiplier
Employees whose manager champions AI are 8.7 times as likely to strongly agree it has transformed how work gets done.
One factor separates the organizations where AI changes the work from the ones where it doesn't. It isn't the tools.
Source: Gallup, Workplace Indicator: Artificial Intelligence, May 2026.
Engagement research has pointed at the manager for a decade. AI did not change who sets the conditions for how work gets done. It raised the stakes.
At least 70% of the variance in employee engagement comes down to the manager.
Source: Gallup, State of the American Manager: Analytics and Advice for Leaders, 2015.
Same people. Bigger mission.
Give your people the skill to fix the work in front of them, and the confidence to try what they couldn't before. It starts with you, in the room, building.