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A rural healthcare booking platform, and the engagement that taught TheCodeWork why an MVP comes first, later formalised into our MVP Program.
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Case study · Regional-language EdTech
Bright Edutech
A video learning platform for students outside the metros, where the deciding constraint was not features but the cost of delivering video at all.
Production system
- Engagement
- MVP design and engineering
- Platforms
- Android app and web
- Role
- Product, engineering and infrastructure
- Market
- India Verify before publishing
- Industry
- EdTech
- Users
- Students in tier-2, tier-3 and rural India
- Content
- Video lessons and notes
- Platforms
- Android + web
- Role
- MVP build
- Status
- Production
01The business situation
The competition was not other apps. It was the price of bandwidth.
An education startup from Assam set out to reach students in tier-2, tier-3 and rural India with lessons in their own regional language. The market was crowded with feature-rich platforms, and none of them was the real obstacle. Video delivery on a managed CDN would have cost more each month than an early-stage company could carry, and the product only works if the video plays.
Core challenge
Deliver smooth video learning at a price an early-stage company can sustain, without handing the economics to a managed CDN.
Before
Regional-language learners underserved by metro-first platforms
- English-first Content
- Metro Pricing
- Managed CDN Costs
- Feature Bloat
After
Regional lessons delivered on infrastructure the business can afford
- Student
- Lesson Library
- Video Pipeline
- Admin
Bright Edutech Platform
02The system at a glance
One platform. Four connected parts.
- Web Presence Discovery and subscription
- Android App Lessons, video and notes
- Admin Dashboard Content, students and accounts
- Account Controls Session-based device limits
Core PlatformCustom video delivery on commodity infrastructure
- Lesson Catalogue
- Video Transcoding
- Adaptive Delivery
- Notes & Materials
- Subscriptions
- Device Limits
03Workflow 01
Lessons in the language the student thinks in.
The whole proposition rests on one decision: pre-recorded lessons in the regional language, with notes alongside, at a price below the national competition. The product was kept deliberately simple so that proposition could be tested honestly.
assets/portfolio/bright-edutech/workflow-lessons.png · 16 / 11
- Regional language throughoutBoth the video lessons and the written notes are produced in the learner’s own language.
- Two ways to learn the same thingEvery lesson pairs a pre-recorded video with notes, so a student on a weak connection still has the material.
- Deliberately simpleFeature scope was held down on purpose, so the language proposition was what got tested.
04Workflow 02
Upload once. Serve smoothly, cheaply.
An uploaded lesson is transcoded into chunks and served adaptively, on ordinary cloud storage rather than a managed content network. This is the piece of engineering the business case rests on.
-
1Admin uploads
Image placeholder Admin dashboard: uploading a video lesson with its subject, language and accompanying notes. assets/portfolio/bright-edutech/step-upload.png · 1 / 2.04 -
2Transcode & chunk
Image placeholder Processing view: the uploaded video being transcoded into multiple chunks and quality levels, with progress against the queue. assets/portfolio/bright-edutech/step-transcode.png · 1 / 2.04 -
3Plays anywhere
Image placeholder The lesson playing in the app with smooth seeking, quality selection and no buffering pause. assets/portfolio/bright-edutech/step-playback.png · 1 / 2.04
05Workflow 03
A subscription has to be worth protecting.
If one login can be shared indefinitely, a subscription business does not exist. Account use is bounded: first by device, later by session, which proved the more reliable model.
- Bounded account useA subscription is limited in how widely it can be used at once, which is what makes the pricing sustainable.
- Devices, then sessionsThe first implementation identified devices; moving to sessions proved more reliable in practice.
- Content managed in one placeLessons are uploaded, edited and withdrawn from a single dashboard rather than through engineering.
assets/portfolio/bright-edutech/admin-console.png · 16 / 10
assets/portfolio/bright-edutech/subscription.png · 1 / 2.04
06Engineering behind the product
The system behind affordable video.
Most of the engineering effort went somewhere users never see: making video delivery cheap enough that the rest of the product could exist.
-
Custom transcoding pipeline
Uploaded lessons are transcoded into multiple chunks so playback can start quickly and seek smoothly from any point.
-
CDN alternative on block storage
Delivery was built on DigitalOcean Volumes rather than a managed network like Amazon CloudFront, which is where the cost reduction comes from.
-
Queue-driven processing
Transcoding runs through a Redis queue and publishes the lesson when it completes, so an upload never blocks the dashboard.
-
Session-based account limits
Concurrent use is capped by session, an approach adopted after device identification proved less dependable.
-
Native Android application
The learner experience is a native Kotlin app, which matters on the mid-range devices this audience actually uses.
-
Content management
Lessons, notes and student accounts are administered from one dashboard without engineering involvement.
-
Subscription handling
Plans and entitlements gate access to the lesson library.
Verify before publishing
07Technical architecture
Under the hood
A native Android client over Laravel, with video delivery built on block storage rather than a managed CDN.
Mobile
- Kotlin (Android)
Backend
- Laravel
- PHP
Frontend
- Tailwind CSS
Media pipeline
- Custom transcoding
- Chunked delivery
- Redis queue
Cloud
- DigitalOcean
- DigitalOcean Volumes (CDN alternative)
08Delivery journey
How the platform was delivered.
-
Ideation
Shape the proposition with founder Debjayoti Paul
-
MVP definition
Cut scope to what tests the USP
-
Design
Mock up and approve app and web
-
Infrastructure
Build the transcoding and delivery pipeline
-
Engineering
Build the app, site and dashboard in parallel
-
MVP release
Ship and gather market feedback
-
Scaling phase
Continue development toward growth
The company reports early-months registrations and subscriptions, a monthly infrastructure saving against a managed CDN, and selection for Assam Startup Incubation ’22. Those are the client’s published figures and are pending confirmation. Verify before publishing
09What the system enabled
What the delivered platform enabled
- Video lessons and notes delivered in a regional language
- Smooth playback on ordinary cloud infrastructure
- A transcoding pipeline the business could afford to run
- Account sharing bounded by session limits
- Content managed without engineering involvement
- A validated proposition taken from MVP into growth
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