Synthetic demoDemonstration uses synthetic student records only plus real official Illinois public-college policies. Not connected to any institution.
Case notes · Plain-language help
Transition caseworker
Explains each college’s process in plain language. Every substantive claim about you must trace to a confirmed fact ID; the integrity monitor screens every request before it reaches the model.
Hi — I'm your transition caseworker. I can explain where you stand at UIUC, UIC, and Illinois State, what's missing, and what to do next. I never predict approval — only the institution decides. What would you like to know?
The three red suggestions demonstrate the integrity monitor: exaggeration, provider impersonation, and diagnosis-to-faculty requests are refused before any text is generated.