Meta advances live data center automation with robotic maintenance trials

Meta's efforts to automate data center operations are now extending beyond warehouse logistics, inventory checks, and hauling heavy equipment around. Reports from WIRED and subsequent coverage show that Meta has been testing robots inside functioning server environments.

These machines are being evaluated for tasks like rebooting servers, swapping out cables, and reseating components. For those involved in running large-scale infrastructure, such as hyperscale operators, component suppliers, or firms involved in data center sourcing, this shift signals something pretty significant.

What Happened

Robotics are edging closer to performing maintenance that’s critical for keeping systems up and running, where mistakes can cause expensive downtime or service interruptions. The goal isn’t just about seeing if a robot can move through a facility anymore.

• One worker told WIRED that if a cable-swapping robot could do the job successfully, it might handle up to 80 percent of some technicians’ workload.

• The clearest testing ground so far seems to be Altoona, Iowa, where Meta has been trialing two dual-arm Watney Robotics systems since June 2025, specifically for cabling tasks.

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Key Details

It’s now about whether a robot can safely and consistently interact with cables, power switches, and server parts in a live environment. However, TechRadar pointed out that this figure was more about the worker’s personal fear of automation rather than Meta’s specific.

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• If maintenance automation is going to be scaled widely, vendors might have to consider redesigning racks, cable routes, service clearances, and visual cues that help robots handle equipment safely, instead of relying solely on.

Why It Matters

That distinction is pretty important because it influences how companies think about automation’s impact on staffing, technical training, and how future data centers will operate. This is a tough challenge in data-center automation; dealing with flexible, labeled connections in tight spaces, all.

• What this could mean overall is that data centers might need to be rethought to be more robot-friendly.

• Meta has previously spoken about its logistics robots, and Microsoft, Google, and Amazon have all shared their own robotics investments meant to support data-center or related tasks.

What Reports Say

Coverage of the story so far points to:

• Continued reporting by Global Sources as more details emerge