What if software could notice an employee was heading toward burnout before anyone on the team did?
It’s a question HR leaders are starting to take seriously. New research from Gartner suggests AI may be able to pick up early signs of burnout and disengagement, and it arrives at a moment when many employees are already stretched thin.
The idea is promising. It also raises fair questions about trust and privacy. Below is a look at what the research says and how employers can think it through.
What the New Research Says
Gartner reports that fewer than 35% of employees have good levels of overall wellness. In a survey of 11,838 employees conducted in early 2026, it also found that many employees agree AI is good for their organization, yet they’re less convinced it’s good for them personally. Among employees who are expected to use AI in their work, 47% report resistance to adopting it.
Even so, Gartner sees a role for AI in supporting the human side of work. According to its analysts, AI can look for patterns such as frequent context-switching, shifts in communication tone, and signs of disengagement or exclusion. Those signals could give employees early insight into risks before they turn into burnout or reduced performance.
Gartner also describes using AI to personalize wellbeing support, including options like stress-signal opt-ins and tailored wellbeing nudges. In its view, this kind of insight could help organizations move beyond periodic surveys and respond to wellbeing concerns sooner.
Why the Idea Is So Appealing
Burnout can be hard to see from the outside. The World Health Organization describes it as a syndrome resulting from chronic workplace stress that hasn’t been successfully managed. It’s marked by exhaustion, growing mental distance or cynicism about one’s job, and reduced effectiveness at work. Because it grows out of chronic stress, it can build gradually and be easy to miss.
The people most likely to notice are often managers, and many of them are stretched too. Gallup’s 2026 State of the Global Workplace report found that global manager engagement fell from 31% in 2022 to 22% in 2025. When managers are juggling heavy workloads of their own, the quieter signs on their teams can slip by.
That’s the gap AI tools promise to fill: a way to spot patterns early, even when everyone is busy.
Where Caution Matters
A tool designed to support wellbeing can easily feel like surveillance to the people it’s meant to help. And employees are already cautious about AI. In Gartner’s research, many weren’t convinced AI is good for them personally, and nearly half of those expected to use it reported resistance.
Research on workplace monitoring adds useful context. A meta-analysis of studies on electronic monitoring, led by researchers at George Washington University, found that employees tend to find monitoring stressful regardless of how it’s designed. It also found that organizations that monitor more transparently and less invasively can expect more positive attitudes from workers, and that monitoring without a clear purpose wasn’t linked to any gains in performance.
For wellbeing tools, that’s an important lesson. How a tool is introduced and who sees the results both shape whether employees experience it as support or as one more thing watching over them. Before adopting anything that analyzes employee communication or behavior, it’s also wise to review the privacy considerations with HR or legal counsel.
What Still Works
Technology may eventually help flag patterns. Day to day, a manager who knows their people is well placed to notice when something has changed. A few habits make a real difference.
Notice changes. Shifts in energy, engagement, or the quality of someone’s work are worth paying attention to, especially when they persist.
Check in privately. A simple, low-pressure conversation can open the door. Something like “You’ve seemed a bit stretched lately. How are things going?” gives the employee room to share as much or as little as they want.
Talk about workload. Burnout is rooted in workplace stress, so the most helpful response often involves the work itself. Ask what’s taking up the most time and what could be paused or shifted.
Make support easy to find. Make sure employees know what resources are available, such as an employee assistance program if you offer one, and how to access them confidentially.
Support your managers too. Managers carry a lot of this weight. Training and regular check-ins of their own help them stay steady enough to support their teams.
If You’re Considering an AI Wellbeing Tool
For organizations exploring these tools, a few questions can help you decide whether one is a good fit.
- What exactly does it analyze? Understand which data the tool uses, such as calendars, messages, or survey responses, and whether that feels reasonable for your workplace.
- Who sees the insights? Research on monitoring suggests that more transparent, less invasive approaches are received more positively. Consider whether insights go directly to employees, are shared only as anonymized team-level trends, or are reported on individuals to managers.
- Is participation optional? Gartner’s own examples include opt-in features. Giving employees a real choice can go a long way toward building trust.
- How will you explain it? Be clear with employees about why you’re using the tool and how the information will be used.
- What happens when it flags something? A signal is only helpful if there’s a thoughtful, human response behind it, like a supportive check-in or a conversation about workload.
Keeping People at the Center
AI may become a helpful way to notice burnout earlier, and the research makes a compelling case for exploring it. The tools most likely to earn employees’ trust are the ones introduced openly and paired with real, human support. Whatever technology you use, the conversation a manager has with an employee is still where support begins.
If you’re thinking about how your organization supports employee wellbeing, or how to prepare managers for these conversations, HR On Call can help you build an approach that works for your people and your business.