2026-03-15
11 min read
Industry, Science and Innovation
From fraud detection at the ATO to permit processing in local councils, AI adoption across government has tripled since 2024. We mapped every known deployment and assessed the governance frameworks.
Our scan of 340 federal and state government agencies identified 67 that are actively using AI in operational settings — not just pilots or proofs of concept, but deployed systems making or informing decisions that affect citizens. This is up from 19 agencies in 2024.
67
agencies with operational AI
The most common applications are fraud detection and compliance (18 agencies), document processing and classification (15), chatbots and service delivery (12), predictive analytics for resource allocation (11), and policy analysis tools (11). The ATO's AI-powered fraud detection system alone identified $2.1B in potential tax fraud in 2024-25, a 340% increase on manual detection methods.
Of the 67 agencies using AI operationally, only 23 have published AI governance frameworks. Only 9 have conducted and published algorithmic impact assessments. Only 4 have established external oversight mechanisms for their AI systems. The Australian Government's voluntary AI Ethics Framework has no enforcement mechanism.
“We're deploying AI faster than we're building the guardrails. The question isn't whether something will go wrong — it's whether we'll know when it does.”
— Australian Information Commissioner, Senate Estimates (Nov 2025)
Australia's experience with the Robodebt scheme — an automated debt recovery system that was found to be unlawful — casts a long shadow over government AI adoption. Every agency we spoke to mentioned Robodebt unprompted as a cautionary tale. But the lesson agencies are drawing varies: some interpret it as 'automate carefully', others as 'don't automate welfare decisions at all'.
“After Robodebt, after the aged care royal commission, after sports rorts — how are we supposed to trust that they're acting in our interest?”
— Young voter, Melbourne, democracy survey
Some of the most innovative AI use cases are at the local council level. City of Casey (VIC) uses computer vision to assess road conditions. City of Gold Coast uses predictive modelling for flood risk. Randwick Council (NSW) uses AI to process development applications 60% faster. These smaller-scale deployments often have clearer governance and community buy-in than federal programs.
“I trust the nurse at my local hospital. I trust my kid's teacher. I don't trust the politicians or the departments making decisions about those services.”
— Parent and community volunteer, suburban Perth, trust survey respondent
Sources & Methodology
YourGov scan of 340 government agencies (Jan-Mar 2026)
ATO Annual Report 2024-25
Australian Government AI Ethics Framework (2024 update)
Royal Commission into the Robodebt Scheme, Final Report (2023)
OECD Government at a Glance 2025, Chapter on AI in Government
Read our full methodology →