NestBuddy: A marketplace for humans and agents
An agent-first moving concierge that captures moving details once, coordinates multiple services and can be used through either the product interface or an AI assistant.
Designing AI-first product experiences for what’s possible now and what comes next. Turning emerging capabilities into useful, human experiences.
View my work experienceUser and assistant are learned interaction roles, not laws of AI. What changes when specialised models are trained around the actors, claims, evidence and actions of the worlds they serve?
As AI changes how people interact with software, the enduring product may be the trusted capabilities, rules and business state beneath the interface.
AI is changing more than the features we put into products. It is changing what software can be, how people interact with it and, increasingly, what we should be designing in the first place.
Swipe through product, service and systems work.
An agent-first moving concierge that captures moving details once, coordinates multiple services and can be used through either the product interface or an AI assistant.
Product strategy, decision-support UX, multi-tenant design systems and AI governance for Sime Darby Industrial’s customer platform.
Designing clear digital experiences across radically different human contexts, from high-volume fundraising journeys to sensitive information and support for young people.