Learning products that hold up on results day
Course delivery, assessment and cohort management, where usage is seasonal and the peak is the only load that matters.
What this domain does to the build
The stack is broadly the same everywhere. These are the parts that are not, and they are usually where an estimate goes wrong.
- Load is extremely seasonal — enrolment and exam windows are the whole capacity question
- Content is heavy: video and documents dominate cost and performance
- Progress and assessment data must survive a dropped connection mid-session
- Many users are on low-end phones and metered data
What we typically build here
- Course and cohort data models
- Video delivery and progress tracking
- Assessment and grading workflows
- Performance work for low-end devices
Your sector not listed?
The constraints are usually recognisable even when the domain is new to us. Describe them and we will say honestly whether we are the right team.