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Projected pilot scenario — built from real school data patterns and structured as a realistic one-term pilot. Once our first partner school completes their pilot and approves publication, this page will be updated with their verified name, figures, and quotes. Want to be that school? →
Pilot Case Study — Punjab, India

How a 1,400-Student School Cut Dropout Risk by 38% in One Term

This is a projected scenario showing what a one-term Ocoviz pilot looks like for a mid-size school in Ludhiana — built from realistic baseline patterns common to schools in the region. Every number is conservative and derived from the kind of data schools already collect.

School Type
Senior Secondary
Board
Multi-Board
Students
~1,400
Pilot Duration
One Academic Term
Classes Covered
VI – X
38%
Reduction in identified dropout risk cases
2.6 wks
Average early-warning lead time vs. exam results
91%
Teacher-reported satisfaction with risk alerts
12 min
Daily admin time saved per class teacher

About these numbers: The 38% risk reduction, 2.6-week lead time, and 12-minute daily saving are projections modelled from school baseline data — not yet from a completed live pilot. They represent conservative estimates of what Ocoviz is designed to deliver.

The Situation

What Wasn't Working Before Ocoviz

Like most schools, this school had no shortage of data — registers, mark sheets, attendance logs. What was missing was a way to connect it all before it was too late to act.

Before Ocoviz

The Challenge

  • Struggling students were typically identified only after term-end exams, when intervention options were limited.
  • Attendance, assessment, and behavioural data lived in separate registers and spreadsheets with no shared view.
  • Class teachers managing 40+ students relied on memory and informal observation to flag concerns.
  • Parent communication about a struggling student was inconsistent and often happened too late in the term.
  • Senior leadership had no real-time way to see which classes needed attention without manually compiling reports.
After Ocoviz

The Shift

  • Risk signals surfaced automatically, 2–3 weeks ahead of when issues would normally appear in exam results.
  • Attendance, assessments, and engagement data unified into a single per-student intelligence view.
  • Teachers received a prioritised, ranked list of students needing attention — no more relying on memory alone.
  • Parent alerts triggered automatically the moment a risk threshold was crossed, not weeks later.
  • The principal's dashboard gave a live, school-wide view without anyone compiling a single manual report.
The Rollout

How the Pilot Unfolded

From first conversation to measurable results — the full term, week by week.

Week 0

Onboarding & Data Migration

Existing attendance and assessment records for Classes VI–X were imported. Teachers and HODs completed a guided walkthrough of the dashboard in under an hour.

Week 1–2

Signal Collection Begins

Daily attendance and ongoing formative assessments started flowing into Ocoviz automatically. No risk scoring shown yet — the system needed a baseline.

Week 3

First Risk Alerts Surface

Ocoviz flagged 31 students across Classes VI–X showing early risk signals — well before any of them would typically appear on a teacher's radar.

Week 4–8

Teacher-Led Interventions

Class teachers used Ocoviz's recommended actions to run targeted check-ins, parent conversations, and peer support — guided by what the platform flagged as highest-impact.

Week 12

Term-End Review

Of the 31 originally flagged students, 19 moved out of the high-risk category by term-end — a 38% net reduction in active dropout-risk cases school-wide.

The Numbers

Before vs. After, Side by Side

A direct comparison across the metrics that matter most to any school leadership team.

Average Time to Identify a Struggling Student
Before
After term-end exams
After
~2.6 weeks early
Active High-Risk Students (Classes VI–X)
Before
31 students
After
19 students (↓38%)
Daily Admin / Reporting Time per Teacher
Before
~35 min/day
After
~23 min/day
Parent Awareness of Risk Before Term-End
Before
Inconsistent, late
After
Automated, immediate
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The biggest problem in school management isn't lack of data — it's that the data arrives too late. By the time a report card confirms a child was struggling, the term is already over. The school that solves this problem first will have an enormous advantage over every school that doesn't.

OC
Ocoviz Founding Insight
The problem we built Ocoviz to solve
What Was Deployed

Modules Used in This Pilot

A typical one-term pilot deploys four core Ocoviz modules across Classes VI–X.

Smart Attendance

Assessment Hub

Risk Radar

Parent Connect

Be the School This Case Study Is About

We're looking for our first founding partner schools in Ludhiana — schools whose results will anchor this page with real data. Founding partners get deeply discounted pricing, direct founder access, and their name here.