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EdTech traffic isn't steady — it's quiet over breaks, then an exam window or enrolment day brings a 50× surge where every minute of downtime means a student locked out of a test they can't retake.
SquareOps builds platforms that scale instantly for the peak and shrink back after, deliver course video smoothly worldwide, isolate each institution's data, and protect student records to FERPA and DPDP — so you're ready for exam day and lean the rest of the year.
Everything a learning platform needs to survive exam day, deliver content, and protect students — affordably.
Capacity that scales ahead of scheduled exams and enrolment surges, with submission buffering and load testing against real concurrency.
CloudFront CDN, adaptive bitrate streaming, and S3-backed storage so lessons play smoothly worldwide at controlled bandwidth cost.
Tenant-isolated architecture that serves districts, universities, and enterprises efficiently — separate data, scoped access, per-tenant scale.
Scale to actual demand — down between peaks, Spot/Graviton for non-critical work, off-hours scheduling, and cost monitoring.
Encryption, least-privilege access, audit logging, and data residency aligned to FERPA and India's DPDP Act for student records.
Round-the-clock monitoring and on-call response under a 99.95% SLA, with extra coverage during exam and live-class windows.
A repeatable runbook for exam windows, enrolment days, and live classes — so peak day is uneventful.
Model exam concurrency and load-test the full path — login, content, and submission — before the date.
Schedule capacity and pre-warm caches and balancers ahead of the exam or enrolment window.
24×7 SRE on a dashboard through the window — concurrency, latency, and submission success in real time.
After the peak, capacity shrinks back automatically and we report on cost and performance.
Get an exam-readiness review before your next high-stakes window. We'll load-test against real concurrency, find the bottlenecks, and map the autoscaling to carry the surge.
Get an Exam-Readiness ReviewEncryption, access control, and residency mapped to the regulations your learners fall under.
Resilient, content-heavy platforms that hold up through term peaks.
Autoscaling and submission buffering kept a learning platform stable through exam windows at tens of thousands of concurrent learners.
CloudFront and adaptive streaming delivered course video smoothly worldwide while keeping bandwidth cost controlled.
Multi-tenant architecture with per-institution isolation and FERPA-aligned controls for a platform serving multiple districts.
"A very skilled team, nice and professional. We got clear deadlines with goals. Really recommend these guys — they are professionals."
An ISO 27001-certified, AWS Advanced Partner that builds for exam-day peaks and student privacy together — so the platform holds up when it matters and stays lean when it doesn't.
Scheduled scaling, pre-warming, and concurrency load testing tuned for the highest-stakes windows.
Capacity follows the term calendar, so you don't pay exam-day prices over the summer.
FERPA and DPDP-aligned controls protect learner records by design, not as an afterthought.
Multi-tenant isolation lets you serve districts and universities securely on shared infrastructure.
Exam peaks, video delivery, multi-tenancy, cost, and student-data privacy.
EdTech load is seasonal and bursty — an exam window or enrolment day can be 50× a normal afternoon. We design autoscaling that adds capacity ahead of scheduled peaks, pre-warm load balancers and caches, buffer submissions through queues, and load-test against your projected exam concurrency before the date. 24×7 SRE stands by during high-stakes windows so nothing fails mid-exam.
We put video and content behind a CDN (CloudFront), use adaptive bitrate streaming, and offload origin storage to S3 — so lessons play smoothly worldwide while bandwidth cost stays controlled. Caching and tiered storage keep delivery fast without paying premium egress for every view.
Yes. We design multi-tenant architectures that isolate each institution's data and configuration while sharing infrastructure efficiently — per-tenant data separation, scoped access, and the ability to scale or customise per district, university, or enterprise customer.
EdTech is busy in term and quiet in breaks, so we scale capacity to actual demand — autoscaling down between peaks, using Spot and Graviton for non-critical workloads, scheduling environments off out of hours, and adding cost monitoring so you pay for the exam window, not the summer holiday.
We implement encryption at rest and in transit, least-privilege access, audit logging, and data residency aligned to FERPA (US student records) and India's DPDP Act. Personal and educational records are isolated, access is logged, and retention and consent controls match the regulations your learners fall under.
Yes. Learning platforms can't go down during an exam or a live class, so we provide 24×7 SRE coverage under a 99.95% SLA with monitoring, alerting, and on-call response tuned to catch issues before students and teachers do.
Talk to a SquareOps engineer about exam-peak autoscaling, video delivery, multi-tenancy, seasonal cost, and FERPA/DPDP student-data privacy.
Get an Exam-Readiness Review