Blog · Data and AI

Schools and universities: understand your institution’s finances and results

A school often has one software system for students and parents, and accounts kept separately.

Short answer

A school often has one software system for students and parents, and accounts kept separately. By connecting the two, we show late payments family by family, the profitability of each class and each activity, and academic results by grade level.

Report · School
84%of tuition paid
37families behind on payments
+12%enrollment
Cafeteria$9,200
Transportation$7,400
Extracurricular$3,100
Uniforms$2,600
A report for a school: payments, arrears and the most profitable activities.

The problem

The administration knows how many students are enrolled, but not exactly how much each class brings in and costs. Late tuition payments pile up without clear follow-up, and it is hard to forecast cash flow for the difficult months.

A real-world example

Take a school with 850 students, from preschool to secondary, with a cafeteria and a transportation service.

  • We cross-reference the student list, the payments received and the year’s expenses.
  • The AI finds that 18% of families are more than two months behind, concentrated in three classes.
  • Transportation costs more than it brings in, while the cafeteria earns a 22% margin.
  • A cash-flow forecast shows the January dip, so payment reminders can be planned in time.

What we deliver

  • Late tuition payments by family and by class, with a reminder list.
  • Revenue and expenses by class, by grade level and by activity.
  • Academic results by grade level and by subject.
  • A cash-flow forecast for the school year.

What you need

An export from your school software and your accounting, or simply your Excel files. Student data stays confidential.

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