AI governance for Australian government and public sector.
Robodebt established what happens when government AI fails. The December 2026 automated decision-making disclosure obligation is now law. The AI6 framework applies to all government entities. Australian public sector AI governance is no longer optional.
Regulatory obligations at a glance
Public sector AI obligations — from privacy law to the new ADM disclosure requirement.
Government agencies are bound by the Australian Privacy Principles. AI systems that make or inform decisions about individuals must comply with collection, use, and disclosure limits. Privacy Impact Assessments are expected for high-risk AI.
HighThe statutory obligation to notify individuals when automated systems make or significantly contribute to decisions affecting them takes effect December 2026. Government agencies must identify and document all automated decision-making ahead of this date.
HighThe Australian Government AI6 framework (October 2025) applies to all Australian Government entities and sets expectations for transparency, fairness, reliability, privacy and security, contestability, and accountability in AI use.
HighDocuments relating to AI systems used in government decisions — including model documentation, training data descriptions, and decision rationale outputs — may be subject to FOI requests. Agencies must be prepared to produce these.
MediumAI-assisted decisions that affect individual rights must satisfy natural justice and procedural fairness requirements. Fully automated adverse decisions without human oversight or explanation pathways create administrative law risk.
HighGovernment AI procurement must align with the Digital Transformation Agency's AI procurement guidance. Vendors supplying AI to government face increasing contract requirements around auditability, bias testing, and governance documentation.
MediumGuidance for public sector AI governance
Including the Robodebt analysis every public sector AI leader must read.
Priority actions for public sector AI governance
Conduct an inventory of all automated decision-making systems — required for December 2026 ADM disclosure obligation compliance
Complete Privacy Impact Assessments for all high-risk AI systems that process personal information about individuals
Map all AI use against the AI6 framework — transparency, fairness, reliability, privacy, contestability, accountability
Establish a human review and appeal pathway for AI-assisted decisions that affect individual rights — the Robodebt lesson
Review procurement contracts with AI vendors — ensure auditability, bias testing evidence, and governance documentation are contractually required
Brief senior executives and ministers on AI risk — post-Robodebt, ministerial accountability for AI decisions is a political as well as legal reality
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