Research, speaking & teaching

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

AI adoption leadership

How ready is your team for AI?

A two-minute assessment for leaders across five areas: everyday use, skills and judgement, data and security, responsible use, and mindset and support. You get a score out of 100 and two practical next steps, free, with no sign-in. Take the AI check →

AI adoption leadership

A business plan on a page for an AI pilot

Three steps to the case that gets you a yes: the opportunity and your coalition, the gap and the potential, then six blocks and a clear ask. Fill it in online and download a one-page PDF. Open the workbook →

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 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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