QORINAI Insights https://qorinai.ai/insights/ Short, technical pieces from QORINAI on AI data-centre design, power and transmission, GPU hardware generations, the Qinari SPV model and private enterprise AI in Australia. en-AU QORINAI Pty Ltd The Qinari Model: Why Every AI Infrastructure Partnership Should Be Its Own SPV https://qorinai.ai/insights/qinari-spv-model.html https://qorinai.ai/insights/qinari-spv-model.html Qinari is QORINAI's SPV platform — one ring-fenced vehicle per project. Why infrastructure partners, equipment lenders and overseas co-investors prefer a single-purpose company to a share of the whole business. Sat, 19 Sep 2026 09:00:00 +1000 Why the Next AI Hall Is Designed at 250 kW per Rack https://qorinai.ai/insights/250-kw-rack-design-point.html https://qorinai.ai/insights/250-kw-rack-design-point.html Vera Rubin racks draw 190–230 kW and Rubin Ultra is heading for 600 kW. A data hall designed at 150 kW per rack in 2026 is obsolete on the day it energises. What a 250 kW design point changes. Fri, 18 Sep 2026 09:00:00 +1000 Why Enterprises Are Bringing LLMs Inside Their Own Network https://qorinai.ai/insights/llms-inside-the-network.html https://qorinai.ai/insights/llms-inside-the-network.html Data sovereignty, IP retention, predictable cost and latency are pushing Australian enterprises from public AI APIs to on-premises and private-cloud LLMs. What changes, and what it takes to run. Fri, 18 Sep 2026 09:00:00 +1000 Australia's Data-Centre Gap Is Power, Not Demand https://qorinai.ai/insights/power-not-demand.html https://qorinai.ai/insights/power-not-demand.html Victoria carries 9 GW+ of planned data-centre capacity and expects ~0.7 GW online by 2030. The gap is transmission connection, contingency limits and terminal-station capacity — not customers. Fri, 18 Sep 2026 09:00:00 +1000