What ‘sovereign AI’ actually means for Australian data — the Privacy Act, IRAP-assessed clouds, Australian cloud regions, and where models and deployment matter.

dgm is an independent osFoundry integration partner — not affiliated with osFoundry’s maker (OS LLC), and dgm has no completed client integrations yet.

‘Sovereign AI’ is a popular phrase in Australia, but it means something specific. For an Australian business, sovereignty is mostly about where your data is processed and who can access it — not whether the model is Australian.

What sovereignty actually means

It comes down to data residency and access: is your data processed in Australia, and is it shielded from unwanted access? Australia has no established enterprise LLM lab, so the real control comes from deployment — in an Australian region or an IRAP-assessed sovereign cloud.

The Australian context

Australia has hyperscaler Australian regions (AWS in Sydney and Melbourne, Azure in Sydney, Melbourne and Canberra, Google Cloud in Sydney and Melbourne), sovereign clouds (AUCloud, Vault Cloud), a Hosting Certification Framework for government data, and the IRAP security-assessment scheme. Privacy law (the Privacy Act and APP 8) emphasises accountability for cross-border disclosure rather than blanket localisation.

How to get a sovereign setup

Run your chosen model in an Australian region or sovereign cloud. osFoundry’s managed cloud pins data to the US, EU or Japan — it does not currently offer an Australian managed region. For data that must stay in Australia, the honest path is self-hosting osFoundry (BYO Cloud) inside an Australian cloud region such as AWS (Sydney or Melbourne), Microsoft Azure (Australia East, Australia Southeast or Australia Central in Canberra) or Google Cloud (Sydney or Melbourne), or running models locally on-device. A model-agnostic, self-hostable layer gives you sovereignty as a deployment property while keeping model choice.

Where dgm fits

dgm is an independent integration partner that helps Australian businesses adopt osFoundry — scoping a first use case, handling the build, and connecting AI to the systems you already run. dgm is independent of osFoundry’s maker (OS LLC) and has no completed client integrations yet, so everything described here is a service offered, not a past result. If you want to scope a practical first project, dgm can help you map it out.