Writing & speaking

The research side of the work — how technology, people and accountability meet.

Research

Governing clinical AI in a Local Health District

Master of Research, Australian Institute of Health Innovation, Macquarie University. How a health district assessed a wound-care AI device before deployment, read through a work-systems model. Article in revision for the Australian Health Review.

Speaking

Assurance friction and the accountability gap

Presented the research findings at the AIDH AI Care conference, 2025.

Teaching

Digital Health Trends

Sessional lecturer, La Trobe University — postgraduate teaching on how digital and AI change is adopted in health.

Currently

Applied Agentic AI for Organizational Transformation

MIT, 2026 — architectures, agent workflows, evaluating platforms for fit and risk, and the governance around them.

In progress

A practical AI-governance guide for small health organisations

A short, usable framework for services without a dedicated assurance team — the ones adopting AI first and governing it later.

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A strategy that won't move, a programme that's stuck, an AI system you're not sure how to govern — I would like to hear about it.

A 30-minute conversation, no charge. Tell me what you are trying to move.

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