Profile 1: Doctoral Researchers Exploring AI Carefully
- Background: Curious about AI tools but unsure how far they can trust them.
- Motivation: Save time without damaging research quality or integrity.
- Needs: Clear boundaries, practical prompt examples, and validation habits.
Profile 2: Research Staff Using AI in Live Projects
- Background: Already using AI occasionally for drafting, coding, or summarising.
- Motivation: Make AI use more defensible and less ad hoc.
- Needs: Workflow thinking, documentation habits, and better judgement about risk.
Profile 3: Professional Services and Research Support Colleagues
- Background: Support researchers across governance, data, methods, or training.
- Motivation: Give more consistent, practical advice about AI use.
- Needs: Shared language, escalation boundaries, and examples of sensible practice.