Meta is taking an unconventional approach to scaling its AI infrastructure, erecting massive tent-style structures to house data centers outside New Albany, Ohio. According to Michael Thomas, founder of Cleanview, which tracks data center deployments, the company has built six "rapid deployment structures," each spanning 125,000 square feet, at the site. Construction on five of the tents began between April and June of this year, and satellite imagery reviewed by Thomas confirms all are now complete. The strategy, first hinted at by CEO Mark Zuckerberg in a conversation with The Information last year, is designed to cut construction time roughly in half compared to traditional builds.

The approach echoes tactics used by other AI- and tech-industry players scrambling to keep pace with surging compute demands. When Tesla rushed to scale production of the Model 3, it famously erected tents in the parking lot of its Fremont, California factory, and the visual echoes are hard to miss. Powering the Ohio site are 200 megawatts of modular gas turbines installed nearby, a method popularized by Elon Musk's xAI, which has leaned heavily on off-grid power solutions to bypass the long lead times associated with utility connections. Inside the tents, Meta is installing billions of dollars' worth of AI chips, and the company is replicating the model at campuses across the United States, with dozens more tent facilities in the pipeline.

The tent strategy comes against a backdrop of mounting pressure on Meta's AI rollout. The Wall Street Journal recently reported that the company's latest model, Muse Spark, is technically complete, but the APIs that developers need to access it have been delayed multiple times. To meet its aggressive AI ambitions, Meta has said it intends to spend as much as $145 billion on data centers and other capital expenditures, a figure that has rattled investors. Shares in the company are down roughly 5% year to date, suggesting that Wall Street is not entirely sold on the cost of catching up in the AI race. Tents, modular turbines, and sheer speed may be Meta's bet on doing more with less, or at least, doing it faster.