AI is moving into everyday work, classrooms, and public services, bringing a promise of easier work alongside new worries about privacy, stress, and job security. The central question is no longer whether workplaces will use AI, but whether these tools will give people more control over their work or less.
Microsoft’s 2025 Work Trend Index describes “Frontier Companies” as organisations built around human-agent teams. In that model, AI sits inside daily workflows while people remain responsible for judgement, creativity, and oversight. It is a vision of technology supporting workers rather than replacing the parts of work that require human responsibility.
The productivity promise
The case for workplace AI rests on clear employee benefits. Workday research found that 86% of employees felt more productive after adopting AI, while 62% reported lower stress or a lower risk of burnout. Those figures suggest that AI can help people manage parts of their work that consume time and energy.
Leaders are also treating this moment as a turning point. The Work Trend Index found that 82% of leaders said this is a pivotal year to rethink strategy and operations. That pressure helps explain why AI is being placed into more workplace systems, including tools that employees already use for communication and daily tasks.
Microsoft Office and Zoom include tools that can track worker productivity, although those features are not always activated. The difference between assistance and surveillance can therefore depend on how an employer chooses to use a tool, what information it collects, and whether workers know about it.
That choice matters because workplace monitoring expanded during the coronavirus pandemic. Thousands of employers now track worker location, task performance, and communications. A system built to organise work can become a way to measure every movement, message, or minute.
When measurement becomes pressure
Pharmacist Lannie Duong experienced that pressure directly. Her employer tracked the length of her phone calls and appointments, then questioned why she took so long with each patient. “Everything was counted. How many minutes you’re on the phone. The minutiae of it was ridiculous,” Duong said.
Duong described the demands this way: “We’re just tasked to do what feels like the impossible.” Her employment was terminated after she went on medical leave. Her experience shows how a workplace can use detailed measurements to judge performance without capturing the full reality of a job.
Privacy concerns extend beyond the workplace dashboard. Research by Vanderbilt University, Northeastern University, and the University of California at Berkeley found that popular surveillance applications shared employee names, email addresses, and personal data with hundreds of third-party tech companies and data brokers without clear disclosure.
Wilneida Negrón, director of research and policy at Coworker, said, “Oftentimes, the workers with the least amount of power in the labor markets tend to be testing grounds for some of the more intrusive forms of data collection.” That concern places workplace AI inside a larger debate about who carries the cost when employers collect more information.
The effects can reach beyond productivity scores. Arianna Anaya, a college writing teacher, said of monitoring technology, “It made me quite paranoid. It made me feel less safe in the world.” Her words point to a part of workplace surveillance that numbers cannot capture: the feeling of being watched while trying to do the job.
Rules are starting to catch up
Some states have created notice requirements for workplace monitoring. New York, Connecticut, Delaware, and Maine require employers to notify workers if they are being monitored. These rules give employees a clearer view of what employers are doing with tracking tools.
Maine’s law goes further in one area. It prohibits visual monitoring in employees’ homes or personal vehicles unless that kind of observation is required for the duties of the job. The boundary may sound clear, but applying it can raise hard questions.
Edward Halle, privacy and AI compliance manager, put the issue plainly: “The question becomes, what does the law mean by ‘the duties of the job’?” The answer matters when employers use cameras, location tracking, communication records, or software that measures activity.
Hayley Tsukayama, director of state affairs at Electronic Frontier Foundation, and Dina Knight, Chief People Officer at Logicalis, are among the people connected to the wider conversation about technology, work, and employee rights. Aiha Nguyen, director of the Labor Futures Initiative at Data & Society, described one source of the pressure workers face: “It’s automatic. It’s considered something that employers have been able to say, ‘This is necessary for work. You have to use these tools,’”
That tension sits at the heart of AI’s future at work. AI can support human-agent teams, lift productivity, and lower stress or burnout risk. The same workplace can also use connected tools to record location, communications, task performance, and personal information.
A better working life will depend on which side of that choice employers make. AI may help people focus on judgement and creativity, but workers need oversight of the systems watching them, too.
Based on
