Inside Meta’s Push to Put Robots to Work in Data Centers

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Meta is testing robots that can plug in cables, reset servers, and handle other tasks inside its data centers , according to several current and former workers familiar with the projects. The ongoing effort, which has not been previously reported, may eventually allow Meta to operate its rapidly expanding data center footprint with fewer humans, keeping labor costs in check as its spending on AI infrastructure soars .

Meta is using robots and related hardware from several different vendors, including Watney Robotics, Kinova, and ABB, according to the same workers, who asked to remain anonymous because they weren’t authorized to speak to the media. Kinova and ABB declined to comment. Watney didn’t respond to requests for comment.

In one experiment, Meta is evaluating whether a Kinova Gen3 robotic arm could be used for power cycling, or cutting off electricity to servers. The company is also testing a different robot to swap networking cables. One Meta data center worker estimates that if it’s successful, the bot could replace up to 80 percent of some people’s workloads. “We thought those of us performing the physical tasks were safe for a while, but not anymore,” says the worker. “It’s coming for us all, unfortunately.”

At some facilities, Meta quietly adopted another, relatively simple robot. It looks like a finger—or perhaps a pointy stick—that can press the power button on a Mac Mini or other device to restart it when remotely prompted by a human.

Meta declined to comment on the testing described in this story. Company spokesperson Francis Brennan said in a statement that Meta is investing heavily in training and hiring workers to build and operate its data centers. “America is in the middle of its biggest infrastructure boom since World War II and there’s a major shortage of skilled workers to fill the roles; we need more workers, not fewer,” he said.

But at a conference last year , Eric Xu, senior manager for robotics at Meta, said the company’s “long-term goals” are to put robots in data centers, arguing they could speed up incident response, monitor the environment, and handle preventative maintenance. “We believe more collaboration and research will be needed, but we have to start otherwise we don't have a chance to do this,” he said.

Until recently, robots largely weren’t well suited for the delicate work happening in data centers. They were expensive, and in earlier trials in the industry, sometimes crushed servers while attempting simple tasks, a person briefed on the experimentation says. But the hardware has gotten cheaper, and the AI models powering robots are now far more capable than they were a few years ago. Several startups are currently working to build commercial robots capable of assembling servers, swapping parts, and replacing wires.