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Employers Use Monitoring Data to Train AI Agents in Workplace

Companies are increasingly monitoring employee activities on work devices to gather data for training AI agents. Meta has implemented a tool to track actions like keystrokes to improve AI systems, while other firms monitor attendance and AI usage. Experts note this represents an evolution in workplace surveillance practices.

Business Insider
1 source·Apr 23, 9:57 AM(36 days ago)·2m read
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Employers Use Monitoring Data to Train AI Agents in WorkplaceVassia Atanassova - Spiritia / Wikimedia (CC BY-SA 3.0)
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More companies are monitoring employee activities on work devices, including laptops and phones, to ensure productivity and compliance. This monitoring now extends to using the data to train AI agents that can automate tasks. The US Government Accountability Office reported in September that employer surveillance has increased due to remote work and available tools.

Employers such as AT&T use technology to track office attendance. JPMorgan monitors software engineers' AI usage through dashboards, according to a Business Insider report from Thursday. These practices aim to collect data on how employees perform tasks.

invest in AI agents to automate tasks and make decisions, requiring high-quality data from real work scenarios. Worker data, including emails and messages, provides insights into decision-making processes. This data is specific to company operations and valuable for building effective AI agents.

Meta deployed an internal tool that tracks employee activities, such as keystrokes and mouse movements, to train AI systems. The company stated in an internal memo that the goal is to understand task completion for AI replication or assistance. A Meta spokesperson said safeguards protect sensitive content and the data is used only for this purpose.

on worker data is more straightforward for roles like software development, where work involves defined steps on computers. For other roles, the data may not fully capture job complexities. Companies often store more data than they use due to costs and security risks.

Some Meta employees expressed concerns about the extent of monitoring. Dan Schawbel, managing partner at Workplace Intelligence, described this as an evolution from measuring work to learning how to replace it. He noted that companies capture institutional knowledge in real time.

Emily Rose McRae, senior director analyst at Gartner, said employers have more worker data than they can readily use. She stated that AI can make sense of this information but it may not provide a complete picture of jobs. McRae added that disclosing monitoring to employees helps avoid feelings of betrayal.

Key Facts

Meta's AI Training Tool
Meta deploys internal tool tracking keystrokes and mouse movements to train AI agents on how workers complete tasks.
Employee Concerns
Some Meta employees raised concerns about the closeness of monitoring.
Broader Surveillance Trend
Employer surveillance has grown due to remote work and monitoring tools, as per US Government Accountability Office report.
Other Companies' Practices
AT&T tracks office attendance; JPMorgan monitors engineers' AI use via dashboards.
Expert Commentary
Dan Schawbel of Workplace Intelligence calls it an evolution from measuring to replacing work.

Story Timeline

5 events
  1. 2026-04-23

    Current date, context for recent reports.

    1 sourceInternal date
  2. Thursday (recent)

    Business Insider reported on JPMorgan's tracking of software engineers.

    1 sourceBusiness Insider
  3. Wednesday (recent)

    A Meta spokesperson issued a statement on safeguards and the need for real examples.

    1 sourceMeta spokesperson
  4. Tuesday (recent)

    Business Insider reported on Meta's internal tool for tracking employee activity.

    1 sourceBusiness Insider
  5. September (prior year)

    The US Government Accountability Office reported on employer surveillance.

    1 sourceUS Government Accountability Office

Potential Impact

  1. 01

    Advancements in AI agents' capabilities through real-world worker data.

  2. 02

    Increased adoption of similar monitoring tools by other companies to train AI agents.

  3. 03

    Potential erosion of employee trust and morale due to perceived surveillance intensity.

  4. 04

    Shift in job market dynamics, with workers accepting monitoring to delay AI replacement.

  5. 05

    Regulatory scrutiny on data privacy and workplace monitoring practices.

Transparency Panel

Sources cross-referenced1
Framing risk28/100 (low)
Confidence score65%
Synthesized bySubstrate AI
Word count337 words
PublishedApr 23, 2026, 9:57 AM
Bias signals removed4 across 4 outlets
Signal Breakdown
Loaded 2Speculative 1emotive 1

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