Field Notes

Notes from
the build.

How we're designing empathic, evidence-based return-to-work support — the research, the decisions and the technology behind SmartRTW.

Latest
Project Update
Front-end experience Opposite
Secure platform & backend Murdoch
AI model — fine-tuning & RAG Murdoch
Governed knowledge base Evidence
9 September 2026 · 5 min read

SmartRTW enters its next phase.

Murdoch University has commenced work on the AI model and the secure platform systems behind it — and we're opening the next stage of co-design with industry partners.

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SmartRTW prototype across desktop, tablet and mobile
28 July 2026 · 6 min read

A calmer way through return to work.

A first look at the SmartRTW prototype, designed to bring the practical, emotional and human parts of return to work into one supportive space.

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Machine Learning
Supporting mental health injury…
predict · check · correct
Supporting mental health injury…
24 June 2026 · 7 min read

Teaching a model the language of recovery.

How SmartRTW uses supervised learning across best-practice case studies, procedural documents and clinical guidance — one predicted word at a time.

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More on the way

We'll be sharing more field notes as the project moves through its phases. Check back soon.