AI is driving data centers toward higher power density and 800V DC architectures. Solid-State Transformers (SSTs) are becoming a key technology connecting medium-voltage grids, DC buses, energy storage systems, and high-density loads. The commercialization of SSTs depends not only on devices and topologies, but also on whether the entire system can be validated in a stable, repeatable, and reliable manner.