Meta Installs Tracking Software on Employee Computers to Train AI Models
Meta Platforms has announced the rollout of a new internal monitoring system that records how employees use workplace software — a move that has triggered concerns over privacy, surveillance and the future of jobs inside the company.
The tool, called Model Capability Initiative (MCI), is being installed on work computers used by US-based employees and contingent workers. According to reports, the software captures mouse movements, keystrokes, clicks, navigation patterns, and periodic screenshots to help train Meta’s artificial intelligence models.
Employees reportedly cannot opt out of the tracking programme, sparking internal backlash and raising ethical concerns about how much oversight companies should have over worker activity.
Why Does Meta Want to Track Employees?
Meta says the goal is to gather real-world user interaction data so its AI systems can better understand how people complete digital tasks on computers.
A Meta spokesperson explained that the company needs real usage patterns to improve AI agents that assist with everyday tasks.
“If we’re building agents to help people complete everyday tasks using computers, our models need real examples of how people actually use them — things like mouse movements, clicking buttons, and navigating dropdown menus,” the spokesperson said.
The company says the software will only run on a pre-approved list of work-related applications such as:
- Gmail
- Google Chat
- Metamate
- Meta AI assistant
- VS Code
This data will then be used to train AI systems to mimic or automate workplace tasks.
Why Employees Are Worried About Meta’s Monitoring Tool
The backlash from employees is not only about being monitored — it is about what the collected data may ultimately enable.
At the same time Meta is expanding AI training efforts, the company is reportedly preparing to cut up to 20% of its workforce, with layoffs expected to begin in May.
This has raised fears that workers are effectively being asked to train the AI systems that may later automate their own jobs.
The timing has created anxiety among staff, many of whom see the monitoring initiative as part of a broader shift toward AI-driven workforce reductions.
Potential Consequences of Meta’s Employee Tracking Programme
Meta’s decision could have wide-ranging consequences for both employees and the company itself.
1. Growing Privacy Concerns
Even if monitoring is limited to company devices, the tracking of keystrokes, clicks and screen activity creates a strong sense of workplace surveillance. Employees may feel their every move is being watched.
2. Decline in Employee Trust
Mandatory monitoring with no opt-out option may erode trust between workers and management, especially when layoffs are looming.
3. AI Replacing Human Roles
The biggest concern is that this behavioural data could help Meta build AI systems capable of replacing repetitive human tasks, reducing the need for certain roles.
4. Ethical Questions Around Consent
Although Meta says monitoring on company devices has existed for years, expanding it for AI training without employee consent raises ethical concerns about worker autonomy.
5. Increased Internal Resistance
The rollout may intensify employee dissatisfaction and create pushback against AI-related initiatives within the company.
Meta Says Monitoring Is Limited to Work Devices
Meta has clarified that the MCI tool only tracks activity on company-owned machines and does not monitor personal devices.
The company also stated that employee activity on workplace systems has been monitored “in some capacity” for years. However, the expansion of surveillance to include screen behaviour for AI training marks a significant escalation.
The move reflects a growing trend among major tech companies seeking to build AI systems that can operate computers like humans, but it also exposes the human cost of that ambition.
What is Meta’s Model Capability Initiative (MCI)?
MCI is an internal tracking tool that records employee interactions such as mouse movements, clicks, keystrokes and screenshots to train Meta’s AI models.
Can Meta employees opt out of the monitoring software?
No, US-based employees reportedly cannot refuse or opt out of the MCI tracking programme.
Why is Meta collecting employee computer activity data?
Meta says it needs real-world usage data to train AI agents that can perform everyday computer tasks.
Why are employees worried about the tracking system?
Employees fear the data may be used to build AI systems that could automate jobs, especially as Meta plans workforce cuts.
