AI Development in Australia.
Australian AI projects in regulated industries run into CPS 230 quickly: if a model supports a critical operation, APRA expects tolerance levels, tested controls and an exit plan for the provider running it. Add the Privacy Act reforms and the voluntary AI Safety Standard, and the governance work is a real part of the build.
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What is different in this market.
- CPS 230 critical-operation mapping where a model supports a regulated process
- CPS 234 controls over training data, model artefacts and inference logs
- Voluntary AI Safety Standard practices recorded as engineering evidence
- APRA CPS 230 - operational risk management
- APRA CPS 234 - information security
- Privacy Act 1988 and OAIC guidance
- AI Ethics Framework (DISR)
- TGA guidance on AI in medical devices
- Consumer Data Right (CDR)
Not every instrument applies to every engagement. Which ones bind yours is settled in scoping, before anything is built.
What ai development.
Generative AI, retrieval systems, agents and applied machine learning taken from a working prototype to something that survives production traffic, audit and change.
Model and architecture selection, with the reasoning written down
Retrieval and evaluation pipelines, with regression sets that fail loudly
Human review paths for the decisions that should never be fully automated
Model documentation shaped for the supervisor who will ask for it
Where we deliver in Australia.
We hold a delivery presence in Sydney, with daily handover into IST engineering in Ahmedabad.
Sydney
Banking, superannuation, insurance
Melbourne
Manufacturing, retail, public sector
Brisbane
Resources, energy, public sector
Perth
Mining and resources
Keep looking.
Proof
Work we have shipped.
AI Development in Australia starts with a conversation.
Tell us what you are trying to ship and which rules you are working under. A senior engineer replies within one business day.
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