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03 Exploring optionsAPAC6 min read

How do Australian organisations keep AI data onshore?

Youssef Jalloul
Youssef JalloulFounder and CEO, Inova AI Solutions · Sydney · Updated 9 November 2026
Short answer

Run the AI where your data already lives. Deploy the AI platform on-prem, in an Australian private cloud or with an Australian hosting provider, use models that can run inside that environment, and route every model call through a gateway you control. For Australian Government data, check the hosting requirements of the Hosting Certification Framework.

Key facts
  • The Hosting Certification Framework applies to government customers procuring hosting for high-value data, whole-of-government systems or PROTECTED systems.Digital Transformation Agency, Hosting Certification Framework
  • The OAIC advises against entering personal information into publicly available generative AI tools.OAIC, Guidance on privacy and the use of commercially available AI products (Oct 2024)
  • Under the National AI Plan, every Australian Government agency will nominate a Chief AI Officer.ACS, Australia's new National AI Plan: top 9 highlights
  • 68% of executives find data residency and sovereignty requirements challenging.IBM Institute for Business Value, The Calculus of AI Sovereignty (17 Jun 2026)

Why 'onshore' is harder with AI

Traditional systems keep data in a database you choose. AI adds a new data path: every prompt, document and answer travels to a model. If that model runs on a provider's infrastructure overseas, your data travels with it, whatever your database settings say.

Three ways to keep it in Australia

On-prem: the platform and models run in your own data centre. Private cloud: a dedicated environment with an Australian provider. In-country managed: a single-tenant deployment in an Australian region with contractual and technical residency controls. The right choice depends on data classification, scale and your security team's requirements.

What government teams need to know

The Australian Government's Hosting Certification Framework, now run by the Department of Home Affairs, sets requirements for hosting high-value government data, whole-of-government systems and PROTECTED systems. Under the National AI Plan, agencies are also appointing Chief AI Officers, which makes AI hosting decisions a governance matter, not just procurement.

Questions to ask any AI vendor

Where do the models run, exactly? Which other companies process our prompts? Can we choose or swap the model? Is the deployment single-tenant? Where are logs stored and who can read them? If the answers aren't specific, the data probably isn't staying onshore.

How BLDR does it

BLDR deploys as a dedicated platform on-prem, in a private cloud or in-country. You choose where your AI runs, and every model call passes through the BLDR gateway, logged and governed by your policy. Product and engineering are based in Sydney, with Australian support.

Questions people also ask

Does using an Australian cloud region make AI onshore?
Only if the AI models and every processing step also run in that region. Check where inference happens and which sub-processors touch your data.
Do private companies need Hosting Certification Framework providers?
The framework applies to government customers, but many regulated private organisations use certified providers as a benchmark.
Where is Inova based in Australia?
Our headquarters is at 40 Inkerman Street, Parramatta, in Sydney's west.
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