Beyond Efficiency: Rethinking Work in the Age of AI
Workplace AI is often discussed in terms of productivity and efficiency. My writing looks beyond these immediate gains to explore how AI is changing professional work, organisational capability and human contribution.
I write about:
- human-centred work redesign
- organisational readiness for AI
- AI agents and changing workflows
- professional judgement and accountability
- the future of research and knowledge-intensive work.
The articles below combine practical insight with wider reflection on how organisations can use AI responsibly while strengthening human agency, expertise and meaningful contribution.
