Your Employer Spent More on Monitoring Software Than Your Raise

Industry Analysis

In 2019, the global employee monitoring software market was valued at roughly $490 million. By the end of 2025, that figure had cleared $1.52 billion, according to estimates from three separate analyst firms that all declined to be quoted by name. The growth curve maps almost perfectly to the adoption of remote and hybrid work policies. This is not a coincidence. It is a purchasing decision that tells you exactly what corporate leadership thinks of the people who work for them.

The average per-seat cost of enterprise monitoring software ranges from $7 to $16 per employee per month, depending on the vendor and the depth of surveillance selected. At the midpoint, that is $138 per employee per year. The median annual raise in the United States in 2025 was 3.6%, which on a $55,000 salary comes to $1,980. For a company with 2,000 employees, the monitoring software costs around $276,000 annually. The total raise pool, if everyone got the median, would be $3.96 million. This sounds like the raises win easily, until you learn that 44% of companies in a recent compensation survey froze merit increases for at least one cycle between 2023 and 2025. The surveillance budget, by contrast, was never frozen. Not once.

What $138 Per Head Buys You

The feature lists of modern monitoring platforms read like the technical specifications for a medium-security prison. Keystroke logging captures every character typed, including deleted text and password fields, though vendors are careful to note that password capture can be "optionally disabled." Screenshots are taken at intervals ranging from every thirty seconds to every ten minutes, depending on the license tier. Mouse movement is tracked, mapped, and scored. Application usage is categorized into "productive," "unproductive," and "neutral" buckets by an algorithm that no vendor has published the methodology for.

The premium tiers add webcam snapshots, browser history archiving, email sentiment analysis, and what one vendor describes as "engagement heatmaps" that visualize when employees are most and least active. A Director of People Operations at a mid-size logistics company told us she received a weekly report ranking her 340 direct and indirect reports by "productivity score," a composite metric derived from keystrokes, mouse clicks, application switching frequency, and time spent in what the software classified as "focused work." She had never been told how the score was calculated. Neither had the employees being scored.

She spent, by her own estimate, four to five hours per week reviewing these dashboards. When asked what actions she took based on the data, she paused for a long time. "I flag people who are consistently in the bottom quartile and have a conversation with their manager," she said. "The manager usually already knows. They just couldn't do anything about it because the workload is the workload."

The Trust Line Item

Before 2020, most white-collar employers operated on what labor economists call "output-based trust" — the implicit agreement that if the work gets done, the specifics of how and when are secondary. Remote work did not break this model. It revealed that many organizations had never actually adopted it. They had simply relied on physical presence as a proxy for productivity, and when the proxy disappeared, they panicked.

The monitoring software industry understood this panic precisely. Marketing materials from the period are remarkably candid. One vendor's 2021 sales deck, obtained through a former employee, opens with the line: "You can't manage what you can't see. And right now, you can't see anything." Another vendor's case study boasts that their platform "restored visibility" to a financial services firm whose employees had been working from home for eight months — a period during which the firm posted record revenue. The visibility had been lost. The revenue had not. The software was purchased anyway.

The decision to buy monitoring tools is, in accounting terms, a decision to capitalize distrust. Trust is free. Surveillance costs $7 to $16 per seat per month. Companies looked at both options and chose the one with an invoice.

The Mouse Jiggler Arms Race

Within months of widespread monitoring deployment, a secondary market emerged. USB mouse jigglers — small devices that simulate cursor movement — saw a 278% increase in Amazon sales between March 2020 and March 2021, according to marketplace analytics data. Software-based alternatives, which simulate mouse movement and keystrokes without any hardware, proliferated on GitHub. One popular repository accumulated over 14,000 stars.

The vendors responded. Updated detection algorithms began flagging "mechanical movement patterns" and "non-organic input signatures." Employees responded to the response. Newer jigglers introduced randomized movement intervals and variable cursor paths. At least one vendor now offers "anti-jiggler technology" as a premium add-on, priced at $3 per seat per month. The company paying $11 per seat for basic monitoring can now pay $14 per seat to monitor whether employees are circumventing the monitoring they are already paying for.

A senior software engineer at a Fortune 500 company described the situation with the exhausted clarity of someone who had stopped caring about consequences. "I use a jiggler because the screenshot tool flags me as idle when I'm reading documentation in a PDF viewer it doesn't recognize," he said. "I'm not avoiding work. I'm avoiding a conversation about why the software thinks I'm avoiding work." He estimated he spent between twenty and thirty minutes per week managing his monitoring profile — closing unrecognized applications, switching to "approved" tools, making sure his productivity score stayed above the threshold that triggered a manager notification. Thirty minutes a week, times fifty-two weeks, times his hourly rate, comes to roughly $2,100 per year in labor spent performing productivity for an audience of software.

Data Rich, Insight Poor

The monitoring platforms generate enormous volumes of data. A single deployment of 500 seats produces, on average, 1.2 terabytes of behavioral data per year — screenshots, logs, activity timelines, application inventories. This data is stored, indexed, and made available through dashboards that offer dozens of filtering and sorting options.

We spoke with eleven companies that had been running monitoring software for at least two years. Nine of them had never used the data to make a structural change to workflows, staffing, or tooling. Two had used it to justify terminations they had already decided to make. None had used it to identify process improvements, reduce meeting load, or reallocate resources. The data existed. It was reviewed. It changed nothing.

One VP of Engineering described the dashboards as "the most expensive screensaver in the building." His company spends $194,000 per year on monitoring licenses. The last time anyone ran a report from the platform was seven months ago, during a reduction-in-force that affected forty-two people. The report was used to select which forty-two. He did not know what criteria were applied. The vendor's documentation lists over 200 sortable metrics. Somewhere in those metrics, forty-two people became the bottom of a list they did not know they were on, generated by software they were not told was running, using a scoring methodology that has never been audited by anyone outside the company that sells it.

The monitoring software market will likely reach $2 billion by 2027. The companies buying it will continue to describe it as a productivity tool. The employees subject to it will continue to describe it as something else. Both descriptions are accurate. They are just measuring different things.

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