πŸŽ“ K-12 LMS Β· AI Tutors Β· DPDP by Design

ScholarSync

The school operating system, rebuilt for the AI era β€” management, teaching, and guardrailed AI tutoring for Indian K-12 schools, in one multi-tenant platform.

Multi-Tenant SaaSGuardrailed AI TutorsCBSE / ICSEDPDP Principles by Design
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Industry

K-12 Education Β· EdTech SaaS Β· India (CBSE / ICSE)

Scope

Multi-tenant platform, 5-role RBAC, curriculum & gradebook, assignments & submissions, guardrailed AI tutors, communications hub, attendance & operations, OneRoster rostering, notification engine

Timeline

2025–2026

Stack

Next.js 15 Β· NestJS Β· PostgreSQL 16 + pgvector Β· Prisma Β· Redis + BullMQ Β· MinIO Β· Docker

ScholarSynccollapsesthefour-to-fivedisconnectedtoolsaschooljugglesβ€”SIS,LMS,messagingapp,gradebookspreadsheets,andanungovernedAIchatbotβ€”intoonegovernedplatformwhereeveryroleseesexactlywhattheyshould,andtheAIisasupervisedtutor,notahomeworkvendingmachine.

One multi-tenant backend β€” five roles, two modes, every query org-scoped.

The Problem

One school. Five disconnected systems. Zero AI governance.

The tools ran, but nothing connected β€” and the AI ran with no guardrails at all.

Fragmented tooling

Fragmented tooling

Attendance in one app, grades in a spreadsheet, homework on WhatsApp β€” nothing talks to anything.

Teacher admin overload

Teacher admin overload

Planning, grading, reporting, and parent messaging eat the hours meant for teaching.

Ungoverned AI

Ungoverned AI

Students already use chatbots that hand over answers β€” no visibility, no guardrails, no age gates.

Parents in the dark

Parents in the dark

Progress surfaces once a term as a paper report card; day-to-day learning is invisible.

A compliance clock

A compliance clock

India's DPDP Act puts hard obligations on children's data, and legacy school software wasn't built for it.

The Solution

Manage.Teach.Learn.

ScholarSync runs on one backend with two faces β€” an admin management view for running the school and a classroom view for living in it β€” with every query scoped to the school’s own tenant. Five roles, ten modules, and a guardrailed AI layer, all speaking to one source of truth.

School Management Suite

Org onboarding, OneRoster CSV rostering with diff-preview imports, terms, courses and sections, attendance, timetable, calendar, announcements, and a 30+ page admin panel.

Classroom & Assessment Engine

Curriculum-aligned unit planning, Tiptap-rich assignments with file submissions and late-policy automation, rubric-based grading, a live gradebook, portfolios, and progress reports.

Guardrailed AI Layer

Teacher-configured Socratic AI tutors with per-school toggles, grade-level gates, helpfulness dials, and prompt-injection defense via a proxy layer β€” plus AI assist for planning, grading first-passes, and report comments.

78

entities modeled

172

user stories

300-cell

RBAC matrix

45

notification events

Five roles across Superadmin, Admin, Teacher, Student and Parent; an architecture designed around DPDP principles; OneRoster interoperability; and org-scoped tenancy enforced on every query.

Five roles. Ten modules. One governed platform.

See the guardrails in action→

Approach

Real Pedagogy Real Guardrails Real Craft

Compliance and safety designed in from the first commit β€” not bolted on later.

Secondary Home β€” 2026–27

Sunrise International School

3TeacherFaculty account

Resource Library

Ready-to-use teaching resources

Lesson plans, worksheets, presentations, rubrics and more.

Biology

20 resources

Math

35 resources

Assessment

15 resources

English

28 resources

Announcements0 unread
Assignments ManagerView & manage assignments
Calendar24 Jul 2026
Family Messaging2 unread
Progress ReportsTrack student progress
School Policies & ResourcesView policies & documents

My Classes

MA10B MathematicsGrade 10
28 students
MA9A MathematicsGrade 9
26 students
HR10B HomeroomGrade 10
28 students
SCGrade 9 Science ClubGrade 9
18 students

Impact

10 Modules, One Backend

From OneRoster rostering to report cards, ten modules run on a single multi-tenant backend.

647 UI States Mapped

Reverse-engineered across 21 phases into an implementation-ready architecture.

5 Roles, One Source of Truth

A 300-cell RBAC matrix enforced with section-scoped guards β€” every role sees exactly what it should.

DPDP Principles by Design

Tenant isolation, audit trails, and data-minimization patterns ahead of the 2027 enforcement deadline.

The Outcome

Safety and scale, designed in from day one.

Multi-tenancy, role guards, and a hardened AI proxy β€” engineered in from the first release, not retrofitted.

Live guardrails

Every student, safe by default.

Org-scoping runs on every query, role guards gate every view, and AI-tutor traffic passes through a hardened proxy before any model sees a student.

  • Org-scoped multi-tenancy on every query β€” no cross-school data paths
  • httpOnly-cookie auth with role guards and section-scoped teacher permissions
  • AI-tutor traffic routed through a hardened, prompt-injection-defended proxy
ScholarSync β€” teacher gradebook & AI-tutor insights dashboard

Review

From the Engagement

β€œ

A solo-led, specification-first build: a complete design package β€” scope freeze, a 78-table data model, an RBAC matrix, a notification map, PRD, design system and architecture docs β€” executed phase-by-phase with manual verification gates and independent AI code audits at each delivery.

ScholarSync

Multi-Tenant K-12 Platform Β· 2026

A classroom of students learning

ScholarSync

Governed by design

From a frozen scope and a 78-entity data model to a 300-cell RBAC matrix and a 45-event notification engine, ScholarSync was architected β€” and verified phase-by-phase β€” to be multi-tenant, guardrailed, and designed around DPDP principles from the first release.

Engineering outcomes

Building something students will depend on?