Paju AI data center at heart of LG U+'s $3.3 billion order push

This article is by Kim Min-young and read by an artificial voice. PAJU, Gyeonggi — The heat hit first, then the dust. Cranes swung overhead against a hazy sky as concrete pump trucks idled below, and inside the half-built shell of Building 1, the air was thick with the grit of a site that is only about 20 percent finished. Workers in hard hats threaded between bare concrete columns that climb five stories, past pipe racks already roughly 70 percent installed, while reporters in borrowed safety vests picked their way along a marked corridor. This raw, unfinished floor, a first-floor machine room still open to the elements, is where LG U+, the country's telco provider, on Friday chose to make its pitch. The Paju AI Data Center, rising upon a 22,000-pyeong (72,727 square-meters) lot in Wollong-myeon, Gyeonggi, is the centerpiece of a strategy the carrier unveiled on-site to win 5 trillion won ($3.3 billion) in cumulative AI data center orders by 2030 and remake itself into what it calls an "AI Factory Operator." With a confirmed 200-megawatt power supply, it will be the only hyperscale-class facility of its size in the greater Seoul area, capable of powering the entire capital region's generative AI services at once. The clearest sign of demand was delivered even before the cement had dried. Building 1, due for completion next June, is already sold out. The 50-megawatt structure, carrying about 30 megawatts of actual IT load, has been fully contracted to what the company would only describe as a large customer. LG U+ expects more than 1 trillion won in annual orders through 2030 and projects average annual revenue growth of 15 to 20 percent for the business. Standing on the concrete floor of the unfinished building, executives sketched out a site that will eventually hold five buildings across roughly 152,000 square meters (1.64 million square feet), more than 20 football pitches of floor space. "The competitiveness of an AI data center now depends not on the scale of the facility but on how stably you can operate the entire infrastructure," said Ahn Hyurng-gyoon, vice president of LG U+'s Enterprise AI Business Group, his keynote address competing with the ambient clatter of the site. Ahn pointed to a surge in demand as the industry shifts from training AI models to running them, noting that monthly token-processing volumes have climbed roughly 67-fold over the past year. Ahn organized the company's case around power, cooling, construction speed and operational stability. The power comes from a 345-kilovolt substation across the road, visible past the rebar and scaffolding, with a 154-kilovolt line as backup. Both run underground at a depth of about nine meters, which the company said eliminates the electromagnetic field concerns that often draw complaints near data centers. Officials said the supply was locked in after a formal power-impact assessment last August, and that opposition has been muted because the site sits inside a former LG Display industrial complex. Cooling is where the building's bones have been shaped most deliberately. Paju is being built as Korea's first hyperscale center to run both air and liquid cooling in a hybrid structure, with floor loads, waterproofing and piping engineered for liquid from the design stage. Pointing to the columns flanking the machine room, field-team official Kim Jong-jin explained that every pipe is laid so a tenant can switch to liquid the moment its servers demand it. The primary method, direct-to-chip cooling developed with LG Electronics, attaches a cold plate to the chip and circulates coolant to pull heat away at the source, improving energy efficiency by about 24 percent over air cooling in the company's tests. All three computing floors of Building 1, floors three through five, are designed for it. The company has spent the past year validating liquid cooling in a proof-of-concept room at its Pyeongchon center, including both direct-to-chip and immersion methods, an...