An outing to solve
Investigating
A recommendation
Evidence in place
Sources disagree
Research unavailable
What DJ knows
Correct a preference
Forget preferences
Forgotten
Return tomorrow
Change the outing
Close the outing
Nothing remembered
Save a new preference
Normal checkout handoff
Investigation stopped
Conflicting evidence
Corrected profile
One saved preference
Preferences without an outing
No eligible ticket in budget
A new budget decision
Return with amended budget
Forget corrected preferences
Outing with corrected profile
Evidence after a correction

Research, goals and memory27 screens ยท Proposed assistant flow with illustrative research evidence. Public sources help choose eligible tickets; preferences are editable, outing constraints stay temporary, and saved goals never authorize spending.