NEW YORK, June 28 — Remember when artificial intelligence was supposed to come for our jobs and leave humans with little to do? So far, that scenario hasn’t played out. Instead, new research suggests we’re sorting into three distinct groups of AI users, and the picture is more nuanced than a simple battle between humans and machines.
Researchers from ActivTrak analyzed the digital activity of more than 2,700 employees using AI tools. The study, which examined real workplace behavior rather than surveying attitudes, identified three types of users: the power user, the occasional user, and the skeptic.
Here’s what that means in plain terms. Think of it like learning to drive a car. Some people take to the highway immediately, mastering every feature.
Others stick to familiar routes and only drive when necessary. And then there are those who prefer walking or public transit, convinced the car isn’t for them.
The power users, according to the ActivTrak data, are the ones who have fully integrated AI into their daily workflow. They don’t just dabble; they lean on the tools for a significant portion of their tasks. On the other end of the spectrum sit the skeptics.
These employees, the research found, use AI tools far less frequently than their peers. The practical upshot for managers: simply providing access to AI software doesn’t guarantee adoption. In between sits the largest group: the occasional users.
They might turn to AI for a specific task — drafting an email, summarizing a meeting, or brainstorming ideas — but it’s not yet a reflex. The study suggests this middle group represents the biggest opportunity for organizations looking to boost productivity.
The researchers didn’t just count who was using what. They also looked at how usage patterns correlated with performance. The findings challenge the idea that more AI use automatically means better work.
Power users, for instance, might be highly efficient in some areas but could also risk over-relying on the technology for tasks where human judgment matters most. So what’s the takeaway for the ordinary reader?
The data suggests the future of work isn’t about AI replacing people. It’s about people learning to work alongside AI in different ways. And the path from skeptic to power user isn’t a straight line.
For companies, the research points to a practical challenge: how to move the occasional users and skeptics toward more effective adoption without forcing a one-size-fits-all approach. The answer, the ActivTrak analysis implies, may lie in understanding the specific workflows where AI adds genuine value rather than pushing blanket usage mandates. What to watch next: whether the skeptics eventually come around as tools improve, or whether a permanent divide emerges between those who embrace AI and those who resist it.
Either way, the three types of users are likely here to stay.
