Meta Platforms is actively deploying and testing robots to perform various operational tasks in its data centers, including the manipulation of cables and the resetting of servers. The company's efforts in physical automation extend to moving heavy equipment, a practice Meta has been pursuing since at least 2023. This move towards increased automation is part of a broader strategy to enhance productivity, safety, and accuracy in data center operations as Meta scales its infrastructure to meet growing demands from user growth and new applications like artificial intelligence.
The company has openly discussed its investment in optimizing data center operations globally through robotics and automated processes. In November 2023, Meta highlighted its use of robots for tasks such as moving racks, receiving, and decommissioning equipment, aiming to free human personnel to focus on more critical operational tasks. Eric Xu, a Senior Manager of Robotics at Meta, stated in June 2025 that hyperscale companies like Meta are turning to automation and robotics to manage the increasing complexity of operations and logistics as data centers expand. Traditional operations relied on human operators for repetitive and heavy-duty tasks, including unloading trucks, moving racks, network cabling, repairing servers, and tracking inventory.
Meta's push into robotics is not limited to internal data center operations. In July 2026, autonomous 72-ton robots from Built Robotics were utilized for pile-driving work at a solar power site intended to support Meta's Hyperion data center in Louisiana. This solar project involves driving nearly 1,000 steel beams into the ground daily, with robots handling more than half of the pile-driving, thereby reducing manual labor. The Hyperion data center, Meta's largest to date, is a multi-billion dollar investment expected to provide over two gigawatts of compute capacity for future open-source large language models.
The company's commitment to AI infrastructure and physical AI has also been demonstrated through acquisitions. In May 2026, Meta acquired Assured Robot Intelligence (ARI), a startup specializing in robotics artificial intelligence for humanoid systems. ARI's team joined Meta Superintelligence Labs to work on models for robot control, self-learning, and humanoid behavior, signaling Meta's expansion of its AI work beyond software into physical environments. This acquisition fits a wider industry trend toward "embodied AI," where large technology companies focus on models that can interact with the real world through robots.
The increased reliance on automation in data centers has led to concerns among human technicians about job security. While Meta emphasizes that robotics improve productivity, safety, and accuracy, the shift towards automated tasks like cable swapping and server resets raises questions about the future roles of human workers. Meta, alongside Google and Microsoft, also leads the Open Compute Project's Data Center Automation working group, established in 2023. This group aims to develop industry standards and best practices for robots and physical automation in data centers, exploring various use cases and identifying opportunities for standardized server and rack designs.
Meta has stated that its AI-optimized data center designs utilize advanced cooling systems and that it is continually innovating to build efficient, flexible, and sustainable infrastructure. The company has also initiated programs like America's Workforce Academy to provide training for skilled tradespeople, acknowledging a shortage of such workers for infrastructure buildout. However, the direct application of robots to tasks traditionally performed by data center technicians introduces a new dynamic to the workforce.