Make the intelligence usable.
I design how people instruct, understand, review and recover from AI systems, including agentic workflows, conversational behaviour and human-control states.
- Agent and conversation flows
- Trust, review and recovery patterns
- AI-assisted prototypes
- Interaction and response design