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Four areas that decide whether an AI deployment is sovereign, affordable and reliable.

Sovereignty

Who can compel access to your data, under which law, and what a realistic sovereignty posture looks like.

How 18 U.S.C. § 2713 reaches data held by US providers in Australian regions, how it meets the Privacy Act and APP 8, and a practical checklist.

Hosted APIs vs local models, data residency, hybrid patterns and where each workload belongs.

Deployment types, abuse monitoring, GPU memory sizing and a hybrid pattern that works.

PSU sizing, GPU power excursions, Australian outlets, UPS sizing and heat.

ATX 3.1 excursion limits, 12V-2x6, Australian 10 A outlets, UPS sizing and heat.

Choosing GPUs for inference: VRAM, bandwidth, ECC, cooling and licensing.

RTX 5090 vs RTX PRO Blackwell and L40S: VRAM, bandwidth, ECC, power, cooling and licensing.