Case studies

Real numbers. No names.

Every case study below is anonymised. Outcomes are real and measurable — never marketing fluff. Attribution is role · institution-type · city band only.

K-12 day school1 800 studentsNCR

A K-12 day school in NCR went paperless in 90 days

Manual fee reconciliation took 4 days every month. Now it takes 20 minutes.

Engineering college3 400 studentsSouth India

An engineering college cut NAAC cycle-3 prep from 6 months to 6 weeks

The IQAC team used to assemble accreditation evidence from 14 spreadsheets. Now the reports just exist.

Residential K-12 school1 200 studentsTier-2, Northern hills

A residential school halved leave-pass processing time across 7 hostels

Manual leave-pass forms were taking 4 hours per Saturday. Now wardens process the same volume in 90 minutes.

Coaching & training institute8 200 studentsTier-1 metro + 4 satellite centres

A test-prep coaching institute launched an LMS for 8 000 students in 11 weeks

Faculty was writing quizzes by hand. AI quiz generator saved them 17 hours per week per teacher.

CBSE school2 600 studentsNCR

A CBSE school went from 'parents calling about attendance' to zero such calls

The office answered ~120 attendance calls a week. After three months on the new flow, they answered zero.

Education trust (multi-branch)9 200 across 4 branches studentsTwo state capitals, Northern + Central India

A 4-branch education trust closed its books on the 3rd, not the 15th

Period-close used to happen on the 15th of the next month, with two late nights and a fight. Now it happens on the 3rd, before lunch.

Trusted across 100+ institutions · 1.2 Lakh+ students · 8+ years in service.