Chasing attendance every semester.
- Paper sign-in sheets that can't be searched
- Canvas rosters that miss non-LMS students
- Google Forms that skip the class-by-class record
- Faculty email threads. 14-day clock missed.
- Excel spreadsheets that break under IT scrutiny.
- Staff hours lost every week reconciling systems
Federal audit-ready in 14 weeks. Maybe.











