- AI-enabled platform
- SaaS
- Document automation
Sopee AI
AI document generator
Turns a student's profile into a finished visa document — statement of purpose, letter of explanation, study plan or financial statement — on models fine-tuned for Canadian and Australian applications.
- Project
- Sopee AIAI document generator
- Owned by
- OonkoO Venture
- Platform
- Web app
- Stack
- Next.js
- Tailwind CSS
- Kinde auth
- Prisma
- Gemini, fine-tuned
- Vercel
Read from the running product (November 2026), the project's source, and the build record.
- Now
- Live at sopee-ai.vercel.app.
S01The business
The paperwork between a student and a visa
Sopee AI writes the documents a student visa application needs: a statement of purpose, a letter of explanation, a study plan, a financial statement. A student fills in a profile once and the product turns it into a letter written for Canadian or Australian requirements. It is our own venture, built for Bangladeshi students applying abroad.
As described by sopee-ai.vercel.app
What we built
- Custom fine-tuned Gemini models
- Template library
- Real-time preview
- Export options
Each line has a number. A frame further down that shows it carries the same one.
What it had to do
Turn one profile into several different letters.
Write to what a visa officer looks for, per country.
Refuse to generate from a profile that is not ready.
S02Design
Quiet, for a stressful job
The product handles an anxious task, so it is calm: a near-black ground, one amber for the thing to do next, and progress stated in plain words. A readiness check shows exactly which parts of a profile are missing before anything is generated.
- Product interface
- Amber on near-black
Mark
Palette
- Amber#D9A514
- Ground#0D0B09
- Panel#1A1512
Typeface
Geist
The brand as shipped — palette read off the running product, typeface from its source.
S03Engineering
Models tuned for the letter, not the chat
Generation runs on Gemini models we fine-tuned for this task. The interface shows the run phase by phase rather than a spinner, and the finished letter can be previewed and exported. Sign-in runs on Kinde.
- Custom fine-tuned Gemini models
- Template library
- Real-time preview
- Export options
S04Infrastructure
Shipped where it loads fastest
It is served from Vercel at sopee-ai.vercel.app, with pages rendered ahead of time wherever they can be — so the first screen arrives as a file, not as a wait on a server. A change gets there through a CI/CD pipeline with automated tests, by way of separate dev, UAT and production environments.
- CI/CD pipeline
- Automated tests
- Dev, UAT and prod environments
- Deployment on Vercel
S05Growth
What goes in, what comes out
The public site does one job: show a student what they give and what they get — three letter types, four steps, and a sample of the output on the page itself. Signing up leads into a guided onboarding funnel that builds the profile one section at a time, and the product is split by market: Canada and Australia each have their own requirements and their own flow.
- Product-led landing page
- Guided onboarding funnel
- Multi-market: Canada, Australia
S06Credits
One company, four hands
The same mark in four colours: who at OonkoO did what on this build, in the order the work was handed on.
Infrastructure
- CI/CD pipeline
- Automated tests
- Dev, UAT and prod environments
- Deployment on Vercel
Have something like this to build?
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