Red Oak is about to find out how hot the AI boom can get. DataBank says it has secured roughly $2 billion in construction financing to build three AI-ready data center buildings at its Red Oak campus south of Dallas, a bet that the next phase of artificial intelligence work will sit closer to actual users instead of remote server farms. The package, reportedly led by Mitsubishi UFJ Financial Group, reflects a broader shift away from isolated mega campuses toward in metro facilities that shave crucial milliseconds off response times for AI-powered services.
According to Business Insider, the roughly $2 billion loan comes from a syndicate of banks led by MUFG and will fund the first three buildings at the Red Oak site. The outlet reports that MUFG is also leading an effort to raise about $600 million through a private placement for a fourth building after the syndication market slowed. Business Insider adds that the initial four building cluster, totaling about 240 megawatts of power, has already been leased to a hyperscaler, and that DataBank expects to deliver the first of those buildings in the third quarter of 2026 and the last by the end of 2027.
Company materials from DataBank describe the Red Oak campus as a 292 acre site planned for up to eight two story buildings and as much as 480 megawatts of critical IT load, with phase one designed to deliver roughly 240 megawatts. Reporting in the Dallas Morning News notes that construction is already underway on the south Dallas parcel.
Closer To Users And Fiber
DataBank leadership has argued that inference capacity, the side of AI that handles live queries and responses, needs to sit nearer both the people and the fiber networks that consume those services. Coverage of the deal in Business Insider captured those remarks, which line up with a broader industry view. Analysts at JLL predict that inference workloads will grow rapidly and become a principal driver of new data center demand through the end of the decade.
Banks Getting Picky
Even as AI demand surges, lenders have grown choosier about backing huge data center projects, stretching out syndication timelines and nudging developers toward alternatives such as private placements. DataBank has been busy reshaping its own capital stack, expanding credit lines and completing securitizations to keep the construction pipeline moving. Data Center Dynamics has detailed the company’s recent credit moves and the role of institutional lenders in those facilities.
What It Means For Dallas
The Red Oak build out highlights how firmly the Dallas Fort Worth region has planted itself as a data center hub and underscores the rising importance of in metro capacity for AI services. The Dallas Morning News has tracked a wave of similar deals across the area, while JLL flags power availability, local permitting and community pushback as the main constraints developers are running into. Advocacy groups have already pushed back on several Texas data center proposals over water use and grid concerns, a trend followed by Public Citizen.
Whether the Red Oak bet pays off will hinge on how quickly debt markets, utilities and local governments can keep pace with the boom. If DataBank hits the delivery targets it has outlined, Dallas’s role on the national AI infrastructure map will only grow, and the region will serve as an early test case for in-metro inference hubs.
