Use a trusted source.
The system should draw from information that is current, appropriate, and understood by the people responsible.
Studio note
Operational reminders.
Reminder systems should use accurate records, respect exceptions, and keep responsibility clear.
Define the boundary.
State what the software may prepare or handle and where a person needs to decide.
Review the result.
Check whether the system improves the work without obscuring ownership or creating avoidable risk.
Managed AI fit
Bring one recurring responsibility and the tools involved.