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Meta Experiments with Robots for Data Center Operations

Meta is testing robots for data center operations, raising employee concerns over job security and automation.

Mercation Admin
August 28, 2026 2 min read
Meta Experiments with Robots for Data Center Operations

Overview

  • Meta is testing robots for tasks like cable replacement and server maintenance.
  • Employee concerns arise over potential job reductions and task delegation to lower-wage positions.
  • The robots currently require human assistance and operate at a slower pace.

Meta is exploring the use of robots in its data centers to support its artificial intelligence systems. These robots are designed to handle tasks such as replacing networking cables, rebooting servers, and conducting equipment inspections.

According to reports, Meta is partnering with several robotics companies, including Watney Robotics, Kinova, and ABB, in this initiative. The aim is to potentially reduce labor costs as the AI infrastructure expands.

An anonymous employee noted that a successful cable-swapping robot could take over a significant portion of tasks in certain roles, although this claim is not an official statement from Meta, and the robots are not yet operating at human speed.

Robots in Server Operations

The robots are being evaluated for various functions, such as moving server racks and rebooting systems, but they still rely heavily on human oversight due to challenges with navigation, battery life, and complex tasks.

Other tech companies, including Nvidia and Alibaba, are also advancing robotic capabilities. Alibaba recently launched its Qwen-Robot Suite, which enhances navigation and object manipulation, while Nvidia is developing AI agents to train robotic fleets.

Despite advancements, the lack of real-world data poses challenges for implementing robots in warehouse operations. Experts believe that embodied AI, which helps robots navigate and interact with environments, could see a breakthrough by 2027.

Beyond data centers, robotics applications are being explored in various industries. For instance, Bedrock Robotics has introduced autonomous machinery for construction, and Mercedes-Benz is testing humanoid robots for factory tasks. While proponents cite labor shortages and safety improvements, critics warn of potential job losses due to automation.

Employment Implications Amid AI Growth

Meta's robotic initiatives have raised concerns about decreased employment in its data centers. Employees worry that automation could diminish the need for skilled technicians, shifting remaining responsibilities to lower-wage workers under AI guidance.

A Meta spokesperson indicated that the company is actively hiring and training staff to address the skilled labor shortage. They emphasized, "America is experiencing its largest infrastructure boom since World War II, and there’s a significant shortage of skilled workers to fill these roles; we need more workers, not fewer."

This perspective contrasts with the industry-wide push for automation, where leaders like Nvidia's CEO envision data centers as integrated operations run by people, software, and robots. They argue that automation can help ease labor shortages while taking on repetitive tasks.

Recently, Bill Gates proposed taxing robots and AI, suggesting that current tax structures favor machines over human labor. While Meta's robots currently need human supervision and are not designed for complex repairs, their future development will impact whether the expansion of data center operations results in job creation or displacement.

Meta has yet to respond to requests for comments on this matter.