What healthcare providers need to know about privacy, compliance and data sovereignty before adopting AI.

Artificial intelligence is rapidly transforming healthcare. From clinical note generation and patient communications to workflow automation and administrative support, AI tools can help medical practices improve efficiency and reduce administrative burden.

However, before introducing AI into a practice, healthcare providers should understand the privacy, compliance and data sovereignty obligations that come with it. Many organisations focus on the features and benefits of AI solutions, but overlook a critical question: what happens to patient data once it enters an AI platform?

Health Information Requires a Higher Standard of Protection

Under the Australian Privacy Act 1988, health information is treated as sensitive information and requires a higher level of protection than many other forms of personal data. Healthcare organisations must take appropriate steps to safeguard this information throughout its lifecycle, including collection, use, disclosure, storage and destruction.

The Office of the Australian Information Commissioner provides detailed guidance for healthcare providers on their obligations when handling patient information.

When introducing AI into a medical environment, consider:

• What information is being submitted to the AI platform?
• Is patient information being de-identified before use?
• Can the AI provider retain prompts, uploaded documents or conversations?
• Is data being used for model training?
• Who can access stored information, and from where?

Understanding APP 8 and Overseas Data Disclosure

Australian Privacy Principle 8 governs cross-border disclosure of personal information. If patient information is disclosed to an overseas provider, Australian organisations may remain accountable for how that information is handled. Using a third-party software platform does not necessarily transfer privacy obligations away from the practice.

This is particularly relevant when using AI services operated by international providers, where data may be processed across multiple regions or jurisdictions.

Data Residency vs Data Sovereignty

Many software vendors advertise that their solution is hosted in Australia. While that may sound reassuring, hosting location is only part of the picture.

For example, data may be stored in an Australian data centre but operated by an overseas company that remains subject to foreign legislation and legal disclosure requirements. Australian hosting does not automatically guarantee Australian control.

When assessing an AI solution, medical practices should ask:

• Where is data stored?
• Where is data processed?
• Who owns and operates the platform?
• Can overseas support teams access information?
• What jurisdictions apply to the provider?
• Are audit logs, prompts and uploaded files retained?

My Health Record Considerations

Healthcare providers connected to Australia’s digital health ecosystem should also be aware that information obtained through the My Health Record system is subject to additional legislative requirements under the My Health Records Act 2012. The legislation establishes privacy protections, participation requirements and penalties for improper handling of information within the My Health Record system.

AI Governance is Becoming a Regulatory Expectation

The Australian Government has increasingly focused on responsible AI governance, including transparency, accountability, privacy protection, risk management and assurance frameworks for AI deployments. Government guidance recognises that organisations using AI should have processes in place to identify, assess and manage the risks associated with AI technologies.

While these frameworks are aimed primarily at government agencies, they provide valuable guidance for healthcare providers seeking best-practice AI governance.

Questions Every Medical Practice Should Ask Before Adopting AI

• Is patient information stored or processed outside Australia?
• Is customer data used to train AI models?
• Can prompts, uploaded files or conversations be retained?
• Has the vendor completed a Privacy Impact Assessment?
• Can the provider demonstrate compliance with Australian privacy requirements?
• Who has access to the information and from where?
• Can the vendor clearly explain its data sovereignty model?

If the answers are unclear, further investigation may be warranted before the solution is adopted.

How We Can Help

AI presents significant opportunities for healthcare, but its implementation should never come at the expense of patient privacy or regulatory compliance.

Our team assists medical practices with:

• AI readiness assessments
• Vendor due diligence reviews
• Data sovereignty assessments
• Privacy and compliance reviews
• Cybersecurity and risk management guidance
• Supplier risk evaluations

If you are considering AI for your practice, or simply want reassurance that your existing vendors meet Australian privacy and data sovereignty expectations, we would be happy to help.

Contact us for a confidential discussion about how your practice can safely and responsibly adopt AI while maintaining compliance with Australian healthcare and privacy requirements.

Reference Resources

• OAIC Guide to Health Privacy: https://www.oaic.gov.au/privacy/privacy-guidance-for-organisations-and-government-agencies/health-service-providers/guide-to-health-privacy
• Australian Privacy Principles: https://www.oaic.gov.au/privacy/australian-privacy-principles
• My Health Record Legislation and Governance: https://www.digitalhealth.gov.au/about-us/policies-privacy-and-reporting/my-health-record-legislation-and-governance
• National Framework for the Assurance of AI in Government: https://www.finance.gov.au/government/public-data/data-and-digital-ministers-meeting/national-framework-assurance-artificial-intelligence-government
• Australian Government AI Assurance Framework: https://www.digital.gov.au/policy/ai