At NVIDIA’s GTC Berlin, Vertiv Holdings and NVIDIA announced an AI‑factory workflow that uses pre‑engineered reference designs and factory‑built hardware. The modeled scenario says the method can shrink configuration and virtual validation from about 30 days to three days, and halve on‑site deployment from 90 days to 45. With the same installed capacity, the faster rollout could generate up to 30% more cumulative AI token output in the first year. Polar Data Centers is applying the approach to the first 41 MW phase of its AI data center in Herøya, Norway.
Why it matters
Data‑center operators could bring AI compute online weeks earlier, potentially earning more revenue from AI workloads.