Against the backdrop of surging demand for generative artificial intelligence, Amazon is attempting to accelerate data center construction through innovative approaches. According to internal documents, its new initiative dubbed "Project Houduni" aims to shift core construction activities from on-site locations to factories by utilizing prefabricated modular components, thereby significantly speeding up AWS compute capacity deployment. The scheme's essence lies in dividing critical data center areas—specifically server rooms—into large pre-assembled modules known as skids. These modules undergo integration of racks, power distribution systems, cabling, and safety infrastructure at factory sites before being transported whole for assembly on location. Each module measures nearly the size of a semi-trailer truck and weighs approximately 20,000 pounds. Compared to traditional on-site construction methods, this approach can reduce server deployment preparation time from roughly 15 weeks down to just two to three weeks while cutting field electrician labor hours by up to 50,000. Currently, data center construction typically requires between 60,000 and 80,000 man-hours involving complex processes that heavily rely on local labor markets. The Houdini plan seeks to lower error rates during construction and diminish dependence on regional workforces through standardized production and pre-integrated design. Amazon anticipates the solution could become operational as early as August this year, potentially supporting annual construction capacities exceeding 100 data centers in the future. This move reflects shared challenges facing the entire cloud computing industry. With AI-driven demand skyrocketing, computational supply has emerged as a bottleneck. Andy Jassy previously noted that the company still faces issues where unmet demand stems from capacity constraints. Meanwhile, Amazon plans to invest around $200 billion in capital expenditures by 2026, most of which will be directed toward expanding AWS infrastructure. However, industry insiders point out that electricity availability remains an even more critical constraint. Unlike construction timelines, grid interconnection and energy infrastructure development often require several years. Nevertheless, once power supply issues are resolved, the speed of data center construction will directly determine the ability to monetize computing capabilities. Analysts suggest that Project Houdani represents further evolution among hyperscale cloud providers in the domain of modular data centers, promising enhanced efficiency and cost advantages amid competition over AI infrastructure.