Sector — EdTech & Online Learning
Learning platforms for creators, coaching institutes, and schools — built for outcomes, not vanity metrics.
Summary
EdTech software has to solve four problems at once: deliver video and content reliably to learners on cheap devices, give instructors live-class tooling that does not break under load, capture progress and assessment data accurately, and bill learners or institutes without leaking access. The market spans individual creators selling courses, coaching institutes running batches, and schools deploying platforms to thousands of students — each with very different operational realities.
Polyric builds learning platforms for all three. We design around mobile-first learners on unreliable networks, low-latency live classes with attendance and recording, multi-tenant architecture for institutes managing batches and branches, and payment flows that handle scholarships, instalments, and refunds without manual reconciliation.
What this sector demands
The constraints edtech & online learning software lives under.
We map each requirement to the engineering decision that satisfies it — so the system that ships actually meets the constraint.
Need · 01
Low-latency live classes
Sub-second interactive video for live cohorts, with hand-raise, polls, chat, and reliable recording for absentees.
How we deliver
WebRTC live-class stack
Managed SFU integrations with attendance, recording to object storage, and post-class transcripts.
Need · 02
Mobile-first content delivery
Adaptive video, offline lessons, and assessments that work on entry-level devices and slow connections.
How we deliver
Adaptive streaming pipelines
Transcoding, adaptive bitrate ladders, and CDN delivery tuned for low-bandwidth learners — plus offline downloads on mobile.
Need · 03
Content protection without friction
Watermarking, signed URLs, and device limits — enough to deter casual piracy without breaking the learner experience.
How we deliver
Signed URLs and device binding
Tokenized video URLs, per-user device caps, and watermarking that ties leaked content back to the learner.
Need · 04
Multi-tenant for institutes
Branches, batches, instructors, and learners modelled cleanly — one platform serving many institutes, or one institute many branches.
How we deliver
Tenant-aware data model
Postgres row-level security with an institute / branch / batch hierarchy and clean instructor and learner roles.
Need · 05
Payments, instalments, and access control
Subscriptions, one-time courses, instalment plans, scholarships, and refunds — with access changing the moment payment status does.
How we deliver
Assessment and reporting engine
Question banks, timed tests, proctoring hooks, and dashboards for learners, parents, and institute administrators.
Need · 06
Learner analytics that drive retention
Progress, attendance, assessment, and engagement signals surfaced to instructors so they can intervene before learners drop off.
Example systems
What we typically build here.
- Course and cohort platforms for creators
- Coaching-institute platforms with batches and branches
- School and institution learning platforms
- Assessment, proctoring, and progress reporting
Where We Help
Common engagements in this sector.
Practice
Digital Business Transformation
Re-engineer core business workflows into software that runs your operation end-to-end.
Practice
Product & Platform Engineering
End-to-end product build — web, mobile, and the platform behind them — delivered by a single accountable partner.
Practice
Data, Analytics & AI
From clean data pipelines to production AI — the decision layer of the business, engineered end-to-end.
Practice
Intelligent Automation
Replace repetitive human handoffs with reliable, observable, human-supervised automation.
Practice
Cloud, DevOps & Reliability
Cloud architecture, delivery pipelines, and SRE practices that let a small team run a serious platform.
Practice
Legacy Modernization
Migrate legacy systems into modern platforms in production-safe, incremental slices — not big-bang rewrites.
FAQ