Proactive protection assistant

A design concept for an assistant that watches the things that quietly go wrong — accounts, identity, money — and sorts them into three piles: needs you now, worth a look, fine.

The interesting problem is not detection, it is tone. Security products default to alarm, and an assistant that cries wolf gets muted inside a week. This one grades its own confidence and says so, which changes what the top of the screen is for.