Inside Meta’s Push to Put Robots to Work in Data Centers
Meta is testing robots from vendors like Kinova and ABB to automate tasks such as plugging cables and resetting servers in its data centers, aiming to reduce labor costs amidst soaring AI infrastructure spending.
Intelligence analysis by Gemini 2.5 Flash

Meta is quietly experimenting with robots to perform routine tasks in its rapidly expanding data centers, a strategic move to cut labor costs and address skilled worker shortages. While company officials highlight the potential for efficiency and freeing human workers for complex tasks, current employees express significant concerns about job displacement and the potential for a shift…
Meta, the company behind Facebook, is teaching robots to do simple jobs in its giant computer rooms, like plugging in cables or pressing buttons to restart computers. It's like having smart toy robots help tidy up your room so grown-ups can focus on harder puzzles, but some workers worry the robots might take their jobs and change how people work in these big computer centers.
Analysis
Meta's foray into data center automation represents a significant shift in how large tech companies are approaching the operational demands of their AI infrastructure. The company is actively evaluating robotic solutions to handle tasks traditionally performed by humans, signaling a broader industry trend towards leveraging advanced robotics and AI to optimize efficiency and manage costs.
Kinova Gen3
One of the specific robotic systems Meta is evaluating is the Kinova Gen3 robotic arm. This arm is being tested for power cycling, which involves cutting off and restoring electricity to servers. Such a task, while seemingly simple, is critical for server maintenance and troubleshooting, and automating it could significantly reduce the need for human intervention in potentially hazardous environments. The successful deployment of such a robot could streamline incident response and preventative maintenance, as suggested by Eric Xu, Meta's senior manager for robotics.
Beyond power cycling, Meta is also experimenting with other robots for tasks like swapping networking cables. These initiatives are driven by the dual pressures of rapidly expanding data center footprints and the escalating costs associated with building and operating AI infrastructure. The article highlights that while robots were once too expensive and prone to errors, advancements in hardware and AI models have made them far more capable and cost-effective, paving the way for their integration into these complex environments.
Altoona, Iowa
The impact of these robotic advancements is already being felt by Meta's human workforce, particularly in locations like Altoona, Iowa, home to one of Meta's largest data center campuses. Despite the company receiving significant property tax breaks in Altoona, partly justified by the jobs it creates, the prospect of automation has created a demoralized atmosphere among workers. Group chats among Meta employees in Altoona reportedly reflect fears of widespread job displacement within a few years due to robots.
This sentiment underscores a critical tension between technological progress and labor concerns. While Meta spokesperson Francis Brennan emphasizes the company's investment in training and hiring, citing a shortage of skilled workers, the article reveals a different perspective from employees. They worry that Meta's long-term strategy involves not just replacing workers, but also deskilling roles, potentially centralizing some positions in more financially advantageous areas like Denver, Colorado, and hiring 'smart hands' capable of following AI instructions rather than independent problem-solvers.
Francis Brennan
Francis Brennan, a spokesperson for Meta, provided a statement emphasizing the company's commitment to its human workforce. He stated that Meta is investing heavily in training and hiring workers to build and operate its data centers, highlighting a national shortage of skilled workers in America's infrastructure boom. Brennan's comments suggest a narrative of collaboration, where robots might augment human capabilities rather than replace them entirely, aligning with proponents who argue robots can handle repetitive and dangerous tasks, freeing humans for more complex work.
However, this official stance contrasts with the internal worker sentiment and the explicit long-term goals articulated by Meta's own robotics senior manager, Eric Xu, who spoke of putting robots in data centers for incident response, monitoring, and preventative maintenance. The discrepancy points to a delicate balancing act for Meta: publicly assuring its commitment to human employment while internally pursuing automation strategies that could significantly alter its labor needs. The company's new training program, guaranteeing employment in states like Louisiana, Ohio, Indiana, and Texas, could be seen as an effort to address the skilled worker shortage while also managing the public perception of its automation efforts.
Key points
- Meta is testing robots from vendors like Kinova and ABB for tasks in its data centers, including power cycling servers and swapping cables.
- The initiative aims to reduce labor costs and address skilled worker shortages as Meta's AI infrastructure expands.
- One worker estimates a robot could replace up to 80 percent of some human workloads, leading to demoralization among employees.
- Meta spokesperson Francis Brennan states the company is also investing heavily in training and hiring, citing a shortage of skilled workers.
- The company may be developing AI software to enable the hiring of lower-skilled workers for roles centralized in more financially advantageous areas.
Robots could take on repetitive and dangerous tasks, freeing human technicians for more complex challenges and potentially enabling data centers in extreme environments like underwater or in space. This could also address the shortage of skilled workers in less populous regions where data centers are often built, ensuring operational continuity and efficiency.
Data center workers express concern about job displacement, with one estimating robots could replace up to 80 percent of some workloads, leading to demoralization. There's also worry that Meta might shift towards hiring lower-skilled, lower-paid workers to follow AI instructions, diminishing the quality and complexity of available jobs.


