AIRiskAware
Australian sectors
OAICDTADCCEEWAGD

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.

Privacy Act 1988
OAIC

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.

High
ADM Disclosure
AGD

The 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.

High
AI6 Framework
DCCEEW

The 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.

High
FOI Act
OAIC

Documents 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.

Medium
Administrative Law
AAT/Courts

AI-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.

High
Public Procurement
Finance/DTA

Government 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.

Medium

Guidance 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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