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DigiKlas — From a School Corridor Conversation to 10k+ Students

A principal in rural Gujarat had one problem: parents didn't know if their child reached school. That conversation became DigiKlas — an AI-powered school management platform we built, own, and operate.

10K+

Students managed

14+

Modules built

97%

AI accuracy

70%

AI-assisted code

The Origin

Not a Brief. A Conversation.

The best products often start with a real problem overheard — not a product spec document.

The Problem Worth Solving

Chanakya Vidhyamandir in Talod, Gujarat had a fingerprint biometric system at the entrance. Every time the power went out — frequent in rural Gujarat — it stopped working. No attendance. No parent notifications. A Kwiqwork founder heard this frustration during a visit. Not as a project brief. Just as a problem.

We rethought the approach entirely — tablet-based AI instead of biometrics.

Phase 1 Results

  • Recognition accuracy97%
  • Hardware requiredStandard Android tablet
  • Parent notificationSMS within seconds
  • Production runtime1.5+ years, zero critical downtime
  • AI libraryKwiqwork proprietary Python ML
Platform Modules

14 Modules. Every School Workflow Covered.

From attendance to analytics — each module replaces a manual, paper-based process that cost schools hours every week.

AI Attendance

Replaced fingerprint biometrics + manual registers

Admissions

Replaced paper forms and spreadsheets

Fee Collection

Replaced handwritten receipts and manual follow-ups

Exam & Report Cards

Replaced week-long manual generation

Timetable Management

Replaced whiteboards and printed schedules

Parent Communication

Replaced WhatsApp groups and lost circulars

Staff Management

Replaced manual salary and attendance tracking

Analytics Dashboard

Replaced zero data visibility

How It Was Built

From Conversation to 10k+ Students

A disciplined progression from single-feature MVP to full platform — with production validation at every stage.

01

The Problem

Principal in rural Gujarat had a failing fingerprint system. Power outages meant no attendance, no parent notifications. Kwiqwork saw a problem worth solving.

Origin
02

Phase 1: AI Attendance MVP

Built a tablet-based facial recognition system using a proprietary Python AI/ML library. 97% accuracy. Parents notified by SMS within seconds. Deployed in weeks.

Weeks
03

Phase 2: Full Platform

Expanded from single-feature attendance app to 14-module school management platform covering the complete workflow for schools with 100–1,500 students.

12 months
04

Production & Scale

Live across 5 schools, 10k+ students. 99.9% uptime for 1.5+ years. Deliberately capped to validate before scaling — go-to-market discipline in action.

1.5+ years
Why This Matters

We Don't Just Build for Clients. We Build Our Own Products.

DigiKlas proves we understand the full founder journey — not just the engineering.

For Funded Founders

We've lived the founder journey — architecture decisions, first users, production incidents at 6 AM. Multi-tenant SaaS serving 5 schools on isolated data.

For SaaS Product Teams

Phase 1 → Phase 2 evolution: single feature to 14 modules in 12 months. Custom AI/ML engineering with 97% accuracy. Architecture designed for deliberate scaling.

For AI Builders

70% AI-assisted development via our ADLC framework. Proprietary Python facial recognition library. Upcoming RAG-powered features in production planning.

Tech Stack

Technologies Used

Full-stack web and mobile, with proprietary AI/ML built in-house.

AngularReact NativeTypeScriptC#PythonPostgreSQLRedisAWSDockerOpenAI
FAQ

Questions About DigiKlas

Common questions about how we built our own SaaS product and what it means for your project.

DigiKlas is an AI-powered school management platform built and operated by Kwiqwork. It's our proprietary SaaS product — not a client project. We built it from scratch, starting with an AI facial recognition attendance system and expanding to a 14-module platform serving 10k+ students across 5 schools in Gujarat, India.

Building a SaaS Product? We've Done It Ourselves.

We don't just build MVPs for others — we built and operate DigiKlas. Talk to founders who understand your journey.