Learning platforms that teach millions without breaking.
For online course companies, school tools, corporate training, and universities. We build course platforms, live classrooms, practice systems that adapt to each learner, and the progress tracking that shows what students are actually learning.
Pedagogy is a product constraint — build for it.
Education platforms have a scale problem that looks like a content problem. A platform that works for 500 learners breaks at 50,000 — not because of the lessons, but because the video doesn't adjust to slow connections, the quiz system chokes under load, and progress tracking loses its place. We've seen this pattern enough times to design around it before it bites.
We've built course platforms, adaptive practice engines, virtual classrooms, testing systems, and corporate training products. We know the standard formats course content comes packaged in (SCORM and xAPI), how payments should unlock the right courses, and how a live class must recover gracefully when a student's connection drops mid-lecture. Good teaching drives our engineering choices — not the other way around.
Learners are trained by Duolingo, Coursera, and Khan Academy. They expect progress that feels rewarding, lessons that load on a 4G phone connection, and feedback that actually helps — not just a percentage score. We build to that standard: motivating progress systems, mobile-first delivery, and analytics that show educators what's working.
EdTech sub-verticals.
What we actually build.
Course platforms that scale
Course delivery, progress tracking, completion certificates, and support for the standard course-content formats — with access control that unlocks exactly what each subscription tier paid for.
Practice that adapts to each learner
Smart review scheduling, mastery-based progression, and lessons that automatically get harder or easier based on how each learner is actually doing.
Live online classrooms
Video classrooms with screen sharing, interactive whiteboards, breakout rooms, and live polls — stable for a 500-student lecture even when half the class is on mobile.
Quizzes, tests & grading
Question banks, randomized tests, anti-cheating controls, automatic grading, and the reporting teachers need to spot struggling students early.
Learning analytics & reporting
Who's engaged, who's falling behind, and which content works — with early-warning alerts for at-risk learners and clean data feeds for your institution's reporting.
Payments & access control
Stripe subscriptions, course bundles, time-limited cohort access, per-seat licenses for company accounts, and promo codes — with no way for paid content to leak to people who haven't paid.
The three layers every learning platform needs.
Most LMS platforms stall at scale because content delivery, adaptive logic, and live learning were built as separate bolt-ons. We engineer all three as first-class systems from day one.
Content & Delivery
- SCORM 1.2 / SCORM 2004 / xAPI ingestion
- Multi-bitrate video delivery via Mux
- Course builder with drag-and-drop lesson editor
- Mobile-first responsive player (iOS & Android)
- Offline download & sync for low-bandwidth learners
Adaptive Learning Engine
- Spaced repetition scheduling (SM-2 / FSRS algorithm)
- Mastery-based progression gates
- AI-driven content sequencing (Claude-powered)
- Difficulty calibration from assessment performance
- Personalised review queues & daily study plans
Live Classroom & Assessment
- WebRTC video classrooms (Daily.co / LiveKit)
- Breakout rooms, whiteboards & live polling
- Randomised quiz generation from question banks
- Auto-grading + rubric-based manual review
- Proctoring controls & honour code enforcement
WCAG 2.1 AA accessibility tested on every component — not audited at the end
Keyboard navigation · Screen reader · Closed captions · Colour contrast · Section 508
EdTech tools & standards we integrate.
Video infrastructure, learning standards, HRIS platforms, and AI tools — each with the production edge cases we've already hit and engineered around.
Built for regulated education.
EdTech sits at the intersection of student privacy law, accessibility mandates, and interoperability standards. We treat every requirement as an engineering constraint, not a post-launch checklist.
Tools we reach for first.
From architecture audit to live learners.
Every EdTech engagement starts with a learning architecture audit and ends with outcome dashboards — so educators know what's working before the next cohort starts.
Learning architecture audit
We map your content library format, learner data model, assessment types, and compliance requirements (FERPA, COPPA, SCORM) before writing a line of code. You get a written platform architecture document and an accessibility checklist your product team can hold to.
Platform & data architecture
We design the multi-tenant LMS schema, progress-tracking data model, content delivery pipeline, and adaptive engine architecture. Decisions like SCORM vs. xAPI and rules-based vs. ML-driven adaptation are made here with your content and learner scale in mind.
Build with learner experience in-line
Accessibility is tested on every component, not audited at the end. Video start-play times are budgeted per PR. Progress state is idempotent — a learner who drops mid-lesson resumes exactly where they left off, on any device. No last-minute accessibility sprints before accreditation.
Launch & learning reliability handoff
We instrument completion rates, assessment scores by cohort, video engagement drop-off points, and quiz difficulty calibration. You get dashboards for instructors, operations runbooks for content updates, and on-call escalation paths for live classroom outages.
Where to start.
Frequently asked.
7 questions answered. Still have one? Reach out.
Yes. SCORM and xAPI are the industry formats course content comes packaged in, and we support all the common versions. The tricky part is that different course-authoring tools (Articulate, Lectora, iSpring) each behave slightly differently — we test against the major ones and handle the quirks so your content just works.
Let's build what's next.
Tell us what you’re building. We’ll tell you how we’d help.