Case Study

MVP

DostIQ

Curriculum-to-Course Platform for K–12 Schools

DostIQ is an AI-assisted learning platform for K–12 schools. It generates complete digital courses around a school's existing curriculum while keeping teachers and administrators in control of everything students receive.

Co-Founder / Full-Stack & AI Developer · Team Project2026

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Next.jsReactTypeScriptPostgreSQLDrizzle ORMInngestAI APIsAWS S3Redis

DostIQ teacher dashboard showing course progress, pending approvals and student performance

The Problem

Why this needed building.

Curriculum becomes dated

Objectives remain useful, but examples, references and supporting content age quickly.

Teachers lack production time

Building lessons, activities, worksheets and assessments for an entire year is unrealistic.

Traditional LMS platforms add work

Most platforms give teachers tools to upload content but still require them to create it manually.

DostIQ does not replace the curriculum, school or teacher. It builds a modern learning layer around what the school has already approved.

Workflow

Curriculum to course, step by step.

Upload curriculum

Analyse structure

Generate & review outline

Generate lessons & assessments

Approval & publishing

Upload curriculum

System does: Accepts curriculum documents from the school.
Teacher controls: Chooses which curriculum to bring in.
Saved forward: Original curriculum document.

Analyse structure

System does: Extracts learning objectives and structure.
Teacher controls: Reviews the extracted structure.
Saved forward: Structured curriculum map.

Generate & review outline

System does: Drafts a course outline from the curriculum.
Teacher controls: Edits, reorders, or regenerates sections.
Saved forward: Approved course outline.

Generate lessons & assessments

System does: Produces lessons, activities, worksheets, assessments.
Teacher controls: Edits content and swaps activities.
Saved forward: Draft course content.

Approval & publishing

System does: Routes the course for sign-off.
Teacher controls: Requests changes before publishing.
Saved forward: Published, student-visible course.

Human Control

AI drafts it. People decide.

AI generation

Prepares the first version of every course.

Teacher review

Shapes it into what the classroom actually needs.

Administrator approval

Decides what gets published to students.

AI prepares the first version. Teachers shape it. Schools decide what gets published.

Edit lessonsRearrange chaptersRegenerate selected sectionsModify assessmentsReplace activitiesReject unsuitable content

Product

One platform, three experiences.

Creates and shapes courses before anything reaches students.

1Curriculum upload
2Outline review
3Lesson editing
4Course progress
5Materials generator
6Assessment editing

Age-Adaptive Learning

A different experience for every age group.

Band 01

Grades 1–3

MVP Complete

Highly visual, playful, touch-friendly and built from interactive learning blocks.

Visual blocks
Touch-first
Guided play

Band 02

Grades 4–6

In Progress

A transition between visual instruction and more independent structured learning.

Structured lessons
Guided practice
Growing independence

Band 03

Grades 7–10

In Progress

More mature lesson structure, conceptual practice, assessments and exam preparation.

Concept depth
Assessments
Exam prep

Materials Generator

Classroom-ready materials in minutes.

Teacher toolkit

Teachers can create editable classroom materials in minutes, then download, print or publish them digitally.

01Worksheets
02Lesson notes
03Practice sheets
04Quizzes
05Chapter tests
06Exams

Product

Interface previews.

Course creation

Teachers start by uploading curriculum so AI generation follows the school's approved content.

Teacher dashboard

Teachers track live and pending courses, student risk, and admin approval status.

Materials and assessments

Published worksheets and lesson notes teachers can create and edit for each class.

DostIQ Grade 2 materials library with published worksheets and lesson notes — Materials library
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School approval

Administrators review AI-generated courses before students can access them.

DostIQ school admin dashboard with pending course approvals and school activity — Admin dashboard
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DostIQ course approval queue with approve and reject actions — Course approvals
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Student experience

Published courses and the Grades 1–3 interactive learning experience.

Student My Courses dashboard in DostIQ with progress across enrolled subjects — Student courses
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DostIQ Grades 1-3 interactive lesson with Aha Moment and fill-in-the-blank activity — Interactive lesson
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DostIQ drag-and-drop vocabulary sorting activity for people and animals — Learning activity
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Technical Architecture

How it's built.

Application

Next.js and React interfaces for teachers, administrators and students

Authentication

OTP-based access and role-aware sessions

Data

PostgreSQL, Drizzle ORM and tenant-aware records

Course pipeline

Curriculum extraction, outline generation and lesson generation

Background processing

Inngest jobs for long-running generation workflows

Storage and performance

File storage, caching and real-time progress where applicable

Business Model

How this becomes a product.

B2B2C platform for existing private schools.
One-time onboarding and setup.
Recurring per-student subscription.
School-specific curriculum and control.
Pilot deployment preparation.

Current Status

Where the build stands today.

Completed

Curriculum analysis
Outline generation
Course generation pipeline
Teacher dashboard
Course editing
Administrator approval
Materials generator
Grades 1–3 experience

In progress

Grades 4–6 interface
Grades 7–10 interface
Performance and generation improvements
Pilot preparation

School pilot
Teacher feedback
Content-quality evaluation
Parent visibility
Deployment hardening

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