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Cost of Manual Work — Education
See what repetitive manual work is costing Education teams each year — where three different LMS instances across departments because each dean picked their own; faculty waste hours toggling.
What this means for Education
- Three different LMS instances across departments because each dean picked their own; faculty waste hours toggling.
- Enrollment, advising, financial aid, and registrar systems do not share a single student record — every cross-functional question takes a week.
- Faculty hand-grade hundreds of submissions per term while complaining about workload; AI policy is 'don't use it' on paper and 'everyone uses it' in practice.
Where it pays to act
- Tutoring and homework copilots tied to course materials with academic-integrity guardrails.
- Admissions yield prediction and personalized outreach at the inquiry-to-enrolled funnel.
Adjust the inputs to match your Education team.
What manual work costs you
Annual cost
₹6.6 L
People-weeks / year
33
Recoverable via automation
₹4.62 L
Payback
7.8 mo
What this means
Education teams lose 33 people-weeks a year to this work — about ₹6.6 L. Automating the routine ~70% recovers ₹4.62 L a year.
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Cost of manual work — summary
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