AI governance and responsible AI use in Australia
Australia regulates AI through a principles-based framework rather than a single AI-specific statute. The Australian Government AI Ethics Framework sets eight principles that apply to all government agencies and are increasingly expected of the private sector. Organisations using AI must also comply with the Privacy Act 1988, anti-discrimination law, and sector-specific regulation. This guide sets out 10 core obligations.
Coverage
All Australian organisations deploying, procuring, or developing AI systems. Government agencies must follow the AI Ethics Framework as mandatory policy. Private sector organisations face obligations through existing privacy, consumer, and anti-discrimination law, plus growing regulatory expectations from the OAIC, ACCC, and ASIC.
Legal basis
Australian Government AI Ethics Framework (2019, updated 2024), Privacy Act 1988 (Cth), Australian Human Rights Commission Act 1986 (Cth), Competition and Consumer Act 2010 (Cth), and sector-specific regulation. The Department of Industry, Science and Resources oversees the framework.
The obligations
Conduct AI impact assessments
Before deploying an AI system, assess its potential impact on individuals, communities, and the environment. Document risks including bias, privacy intrusion, and safety concerns.
Ensure human oversight of AI decisions
Maintain meaningful human control over AI-assisted decisions, particularly where those decisions materially affect individuals. Automated decisions must be reviewable by a qualified person.
Implement transparency and explainability
Ensure AI systems can explain their outputs in terms understandable to affected individuals. Disclose when AI is being used to make or assist decisions.
Test for and mitigate algorithmic bias
Regularly test AI models for bias across protected attributes including race, sex, disability, and age. Document testing methodology and remediation steps taken.
Protect personal information in AI systems
Comply with Australian Privacy Principles when collecting, using, or disclosing personal information for AI training or inference. Conduct privacy impact assessments for high-risk AI.
Establish AI governance structures
Designate accountability for AI within the organisation. Establish an AI governance committee or assign oversight to an existing risk committee with documented terms of reference.
Maintain records of AI system design and use
Keep records of training data sources, model versions, validation results, and deployment decisions. Records must be sufficient to support audit and incident investigation.
Enable contestability of AI decisions
Provide affected individuals with a clear pathway to challenge AI-assisted decisions. Internal review processes must involve a human decision-maker with authority to override the AI output.
Secure AI systems against misuse and attack
Apply information security controls to AI systems including access control, adversarial robustness testing, and monitoring for data poisoning or model manipulation.
Monitor AI systems post-deployment
Continuously monitor AI system performance, drift, and downstream impacts after deployment. Establish triggers for retraining, recalibration, or decommissioning.
What happens if you do not comply
No standalone AI penalty regime yet exists in Australia. However, breaches of the Privacy Act carry penalties up to $50 million per contravention. Anti-discrimination breaches expose organisations to damages and enforceable undertakings. Government agencies face audit findings and ministerial direction for non-compliance with the AI Ethics Framework.
Reporting requirements
Government agencies must report AI use through the Australian Government transparency register. Privacy Act notifiable data breaches involving AI systems must be reported to the OAIC within 30 days. ASIC and APRA-regulated entities face additional disclosure obligations for AI-based decisions.
What firms should do today
- Map all AI systems currently in use across the organisation
- Assign a senior executive as the accountable AI governance lead
- Conduct privacy impact assessments for each AI system handling personal information
- Implement bias testing as part of the AI development and procurement lifecycle
- Create a register of AI-assisted decisions with human review checkpoints
- Train staff on responsible AI use and escalation pathways
Compliance with Quillio
Quillio helps organisations track AI governance obligations, flag regulatory updates, and draft AI impact assessments aligned with the Australian AI Ethics Framework. See /resources/security or start a free trial.
This guide is general information about AI governance obligations in Australia — not legal advice. Australian AI regulation is evolving rapidly. Obtain specialist advice for your specific circumstances.
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