Innoscience is advancing its all-gallium-nitride (All-GaN) power conversion technology within the NVIDIA MGX ecosystem, aiming to support next-generation high-density AI systems. The company's 12kW 800V-to-48V design achieves approximately 99% peak efficiency and 98.2% full-load efficiency, significantly reducing operational costs for high-performance computing facilities. This technology reduces the number of synchronous rectifiers by 50% and supports a range of intermediate bus voltages, enhancing power delivery efficiency. As AI workloads scale, traditional power delivery models face challenges in meeting rising demands. Innoscience's GaN technology, with its low on-resistance and high-frequency operation, is emerging as a key solution, enabling smaller components and improved thermal performance. This advancement is crucial for breaking through rack power density limits and accelerating the commercialization of AI systems. The NVIDIA MGX ecosystem is leveraging these innovations to drive modular and scalable AI infrastructure development.