Dropout prevention
The problem
Retention teams often see risk after attendance has already collapsed. Flags have to be something a tutor can explain to a student or a governor.
How Steward works
Steward uses indicators you already hold — engagement, attainment, attendance, support history — and attaches a reason to every signal. Educators decide the intervention.
- Early flags for pastoral and academic teams
- Reasons on every risk signal
- Human follow-up, not automated sanctions
- Student data stays with the institution
What changes
Staff spend time on timely support. Students are not reduced to a score. The college owns the agent and the records.
Also in Education
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WSStudent wellbeing support
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PCEnrolment prediction
Forecasts likely enrolment so estates, staffing, and outreach are planned on a shared number.
BRFinancial aid optimiser
Helps awards teams see who is eligible and how pots are used — humans still make the award.
Put Steward on your estate
We will map the workflow, the data, and the people who must be able to explain it — then propose a scoped pilot.
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