A course platform
that tracks who actually finished
A course platform's hardest problem is not video hosting. It's knowing who actually progressed through the material versus who paid and never came back. We build LMS platforms around cohort structure, real progress tracking and completion certificates, so a course creator or training team can see engagement, not just enrollment numbers.
Why video hosting is the easy part
An LMS fits a training company, a certification body, or a brand teaching its own customers. What they share is a need to track real progress and completion, not just sell video access. It also fits a team currently using a generic video-hosting tool as a workaround, unable to answer one basic question: how many enrolled students actually finished.
It’s unnecessary for a single short course with no certification need. There, a simple video page and a payment link already do the job.
What’s on the platform
Course structure, with modules and lessons organized the way the material is actually meant to be taught. Cohort scheduling for when a shared start date and peer interaction matter.
Progress tracking that records real engagement per lesson, not a checkbox that flips the moment a page loads, so completion numbers mean something when you report them.
Quizzes and assignments graded to fit the content: automatic for objective questions, manual review where judgment is needed.
Certificates issued only once real completion criteria are met, so a certificate means what it claims to mean.
How we build it
We start with the course structure and what ‘completion’ should actually mean for this specific content. That definition drives how progress tracking and certificates get built.
Video and content delivery run on infrastructure matched to the platform’s real scale, not an expensive enterprise video stack for a course with a few hundred students. Grading and certificate logic get tested against real course content before launch. We check that a student who shouldn’t pass can’t get a certificate through a tracking gap.
Where this can go wrong
Progress tracking is the part most likely to be gamed or broken if built loosely. A student who can mark a lesson complete without watching it defeats the entire point. So engagement signals tie to actual behavior, real watch time, quiz submission, assignment upload, not a self-reported checkbox.
Video hosting cost is the second thing to watch as a course scales. A provider priced for a hundred students can get expensive fast at ten thousand. We size the video infrastructure to your realistic growth, rather than over-provisioning early or under-provisioning and hitting a painful migration later.
The third trap is a certificate issued through a tracking gap, a student who technically meets a loosely defined criterion without real engagement. We test completion criteria against edge cases deliberately, trying to find the shortcut a determined student might take, before trusting the certificate logic in production.
Price and timeline
| Option | Price | What it covers |
|---|---|---|
| MVP | from $6,500 | Single course, basic video hosting, manual grading |
| Production | from $11,000 | Multiple courses with cohorts, full progress tracking, quizzes with auto-grading, certificates |
| Full control (handover-ready) | from $12,000 | Everything in Production plus discussion spaces per cohort, architecture documentation, and 90 days of support |
Running cost after launch depends on hosting and, where relevant, model usage, typically $20 to $150 a month for a project at this scale.
What you own at the end
You own the platform. Every course, student record and progress log lives in your own infrastructure. There’s no revenue share with a generic course-hosting SaaS, and the data is yours to export or migrate if your training program ever needs to move.
This is the same handover standard on every product we build. No proprietary platform only we can operate. No API key or hosting account left in our name after launch. We also leave a written document covering the architecture and the decisions behind it. A future engineer, yours or ours, can then extend the system without having to guess why it was built the way it was.
Related
See the development service page for our full build process. This pairs with HR and recruiting platform, Booking SaaS for services. For the engineering detail, see Learning management system, Online course platform with cohorts. For a real build, see B2B certification AI sales agent, TaskWall wallpaper to-do app.
Want this built for your business? Get in touch and we will scope it with a fixed price.
FAQ
How much does an LMS or course platform cost?
From $6,500 for course structure, video hosting with progress tracking and certificates, 6 to 10 weeks. A platform with cohort scheduling, discussion spaces and subscription billing runs $10,000 to $16,000.
Cohort-based or self-paced, which should we build?
It depends on your content and audience. Cohort-based suits material that benefits from a shared start date and peer discussion. Self-paced suits reference-style content people work through on their own schedule. We can also build a hybrid, where cohorts open on a schedule but students progress at their own pace within one.
How does progress tracking actually work?
Each lesson records real engagement: video watch time, quiz completion, assignment submission. A lesson doesn't get marked 'complete' the moment it loads, so your completion numbers reflect what students actually did.
What is the stack?
Next.js for the student and instructor interfaces, FastAPI and PostgreSQL for course data and progress tracking. Video is hosted through a provider suited to your scale, so you're not self-hosting video infrastructure unnecessarily.
Who owns the platform and student data?
You. Every course, student record and progress log lives in your own database. There's no dependency on a general-purpose course-hosting SaaS that takes a cut of every sale.