Meta is testing robots for data center maintenance. The initiative explores whether machines can automate work now performed by human staff, turning a familiar promise about automation into a direct workplace question. The tests involve hardware from robotics firms ABB, Kinova, and Watney Robotics.
Meta has not described the full scope of the trial, and the company declined to comment on its testing of robots for data center work. That silence leaves the most important detail hanging: whether these machines will assist maintenance workers or replace much of their work.
The 80 Percent Question
The clearest figure comes from Kinova. Its robotic arms could replace up to 80 percent of data center workload if the testing succeeds.
“We thought those of us performing the physical tasks were safe for a while, but not anymore,” an anonymous Meta staffer said. The quote captures the pressure created by a number that does not describe a minor efficiency gain; it describes the possible removal of most of a workload.
That figure remains conditional. Kinova’s robotic arm could replace up to 80 percent of data center workload if successful, and Meta is still testing hardware from multiple robotics firms. The machines have not been presented as a completed replacement for human workers.
Still, the direction is clear. Meta is not testing robots in an abstract research exercise; it is testing them for data center maintenance, a defined area of work with a direct connection to the people who perform its physical tasks.
Automation Reaches the Maintenance Floor
The involvement of ABB, Kinova, and Watney Robotics shows that Meta is examining more than one robotic option. Each firm is part of the trial runs, giving Meta access to hardware from several robotics companies as it tests how automation might handle data center maintenance.
The potential impact reaches beyond the machines themselves. If a robotic arm can replace up to 80 percent of the workload, the test raises questions about how much human labor remains in a maintenance operation after automation moves from demonstration to deployment.
An anonymous Meta staffer put the concern more bluntly: “It’s coming for us all, unfortunately.” That statement goes beyond one job category, but the verified facts support a narrower point—the staff performing physical data center tasks no longer view their work as protected from the company’s automation plans.
Meta’s refusal to comment means the company has not confirmed whether the robots will enter regular data center operations, how many workers might be affected, or when the testing will end. Those answers are absent, but the trial itself is confirmed.
Published Sep 5, 2026 6:01 AM EDT, the report lands at an awkward intersection of robotics and employment. Data center work has often been discussed as a source of human jobs; Meta’s test offers a less comforting version of that story, where the company is also building machines to perform the maintenance work.
The result is not yet a completed replacement program. It is a test involving ABB, Kinova, and Watney Robotics, with Kinova’s robotic arm carrying a possible 80 percent reduction in human workload. For the staff doing that work, the experiment already feels less like a distant technology demo and more like a workplace forecast.
Based on
- As If There Was Any Question About Data Centers Being Weak Job Creators, Meta Is Now Deploying Robots to Maintain Them — futurism.com
- Inside Meta’s push to put robots to work in data centers | Ars OpenForum — arstechnica.com
- Inside Meta’s push to put robots to work in data centers | Page 2 | Ars OpenForum — arstechnica.com
