How Australian Government Agencies Use AI

Australia’s National AI Plan set out three goals in December 2025: capture the opportunity, spread the benefits, and keep Australians safe. Rather than dig into the plan itself, I went looking at how agencies are actually using AI today, based on their published AI Transparency Statements — a mandatory disclosure requirement under Australia’s digital government policy.

What most agencies use AI for

• Service delivery — virtual assistants, smarter site search, reminders, call-centre load management
• Compliance and fraud detection — flagging anomalies in large datasets for human review
• Content generation — drafting communications, image processing
• Internal operations — summarising documents, meeting notes, first-draft communications

A few specific examples

• Reserve Bank of Australia: an internal tool called RBAPubChat draws on nearly 20,000 internal and external documents; a separate NLP tool analyses 22 million words from 25 years of business liaison conversations to track sentiment and emerging themes. The RBA is explicit that it does not use AI to set monetary policy.
• Australian Bureau of Statistics: machine learning for standard data classification, plus a generative AI chatbot on the Census site.
• Australian Taxation Office: AI risk-scores myID accounts for identity-theft risk, and helps process large data volumes for fraud detection.
• Services Australia: AI checks scanned document quality, digitises paper forms, and helps process straightforward, predictable claims.
• Department of Veterans’ Affairs: an AI-enhanced site search gives plain-English answers with links to trusted content — a genuinely useful upgrade over traditional keyword search.
• Healthdirect: a probabilistic Symptom Checker recommends care pathways without human involvement in the loop.

Why it matters

These are useful case studies if you’re evaluating AI use cases in a regulated or public-facing context — the compliance framing agencies use to disclose what they use AI for and why is a good template regardless of industry.

Originally published on Medium.