Mobile Products
Designing mobile AI experiences users can understand
A design guide for AI features in mobile apps that focuses on trust, latency, offline behavior, and user control.
Mobile users need fast trust
Mobile sessions are short and easy to interrupt. An AI feature that requires long setup, unclear waiting states, or hidden assumptions can lose trust quickly.
The interface should say what input is needed, what the system is doing, and what kind of output to expect.
Show limits inside the flow
AI text can sound confident even when it is uncertain. Mobile design should balance this with source links when available, confidence cues, editable outputs, and clear next actions.
For sensitive decisions, the app should ask for confirmation instead of silently applying the suggestion.
Plan for weak connectivity
Some AI features run locally, some need the cloud, and many use both. A good mobile product does not hide this reality.
If a feature needs a connection, say so. If a draft can be saved and completed later, make that path visible.