Context needs a visible structure
AI-assisted products become easier to trust when users can see what information exists, what is missing, and how the pieces connect. A profile workspace should make that structure legible.
Show readiness and gaps
Coverage by area, saved details, recent learning, and the next focus give users a practical way to improve context without turning the experience into a long setup form.
Make discovery an action
Connected memories and documents are useful when they lead to a clear next step. Discovery should help users inspect, refine, and apply context rather than simply accumulate it.
Design for progressive confidence
A good workspace lets people start with a small amount of information, understand how it is used, and add detail when it creates value. That keeps AI interactions grounded in context the user can review.
