The hard part
Mobile products have physical constraints.
A good mobile AI product respects the screen, battery, connection, and context. Sometimes that means a widget pet with local state. Sometimes it means offline field operations. Sometimes it means a watch capture flow that takes seconds.
Offline and Sync
Local-first workflows and sync patterns for places where connectivity is not guaranteed.
Local State
Persistent app state for widgets, care loops, user collections, and fast return visits.
Watch-first Capture
Tiny-screen flows designed for short, high-intent moments instead of full app sessions.
Mobile UX
Dense enough to be useful, light enough to use while moving.
Current mobile products