Case study · Education
AI Course Placement
Course placement recommendations, with staff making the final call.
Client
A school
Each year staff place students into course levels and paths — a careful, time-consuming review of each student's record.
The problem
Placement meant reviewing every student by hand across spreadsheets, with little time to look closely at the cases that needed it most.
What we built
Schools import rosters, review AI recommendations and adjust them before anything is published.
Key features
- Roster import
- AI placement recommendations for each student
- Staff review and adjustment before publishing
- Summary dashboard of placements
- Class path view across courses
Technical approach
- AI recommendations with a human-review step before anything is published
- Role-based access for staff
- Secure handling of student records
- Exportable placement results
Services used
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