Inside Meta’s push to put robots to work in data centers

Meta is currently conducting trials with several robotic systems designed to handle physical operations inside its data centers, which could eventually reduce the company's reliance on human staff for routine maintenance.

These automated units, sourced from external hardware vendors, are being tested for intricate physical actions such as connecting network cables, flipping power switches, and restarting servers. Although the technology giant asserts that it is actively recruiting and training human workers to meet the demands of its growing infrastructure, internal reports indicate that automation is being prioritized to contain rising labor costs as spending on artificial intelligence continues to climb.

Historically, the high cost and clumsy nature of robotics prevented their widespread adoption in delicate server environments, where minor errors could lead to costly system damage. However, recent advancements in machine learning models alongside cheaper hardware production have made modern machines far more capable of performing high-precision actions. While industry advocates frame this robotic transition as a helpful solution to labor shortages in remote areas and a way to protect workers from hazardous duties, some on-site technicians express growing concern that these automated systems will eventually displace a significant portion of the human workforce.