PRODUCT ENGINEERING FOR EDTECH

We don't write software.
We ship EdTech products
that learners finish.

See what we solve
Course builderDRAFT
Module 1 · Foundations6 units
Module 2 · Practice9 units
Add module
AI tutor
Why did I get question 4 wrong?
You inverted the ratio — revisit §2.4.
GROUNDED IN YOUR CURRICULUM
Live classroom● LIVE
32 LEARNERS · 4 BREAKOUTS
Cohort analytics
COMPLETION+34%
Integration health
CvCanvas LTI 1.32m
ClClever SIS sync9m
14,208 LEARNER RECORDS
Assessment insight
78%
Mastery · RatiosItem difficulty · 0.423 items flagged
NEXT: RE-TEACH §2.4

We've built 15+ EdTech platforms — LMS, virtual classrooms, AI tutors, assessment engines. We know your retention curves and enterprise blockers before you brief us.

SCROLL
15+
EDTECH PRODUCTS SHIPPED
SIS+LTI
CANVAS, CLEVER, CLASSLINK
Seed–A
WHERE WE DO OUR BEST WORK
Day 1
DOMAIN CONTEXT, NO RAMP-UP
K–12 platforms◆Higher-ed LMS◆Corporate L&D◆Test prep◆Bootcamps◆Assessment◆
THE REAL COST

Generalist dev shops learn
EdTech on
your budget .

Every EdTech company hits the same walls — and separately pays to discover them. Onboarding drop-off, completion that stalls, live classes that don't scale, enterprise deals blocked on integrations and compliance.

Those aren't engineering problems. They're domain problems — and we've solved them before.

WHAT KEEPS BREAKING

The problems only
EdTech companies have.

Ten failure modes we've shipped against repeatedly. If two or more sit on your roadmap, we've already built the answer.

01
Engagement drops after onboarding
CHURN BEFORE VALUE

Learners sign up, poke around, and never return. We instrument the drop-off and build the nudge loops that pull them back.

02
Course completion rates are low
WEAK OUTCOMES STORY

Adaptive pathways, spaced repetition, and progress mechanics that get people to the last module.

03
Live classes are hard to scale
INFRA COSTS EXPLODE

Virtual classrooms with breakouts, recordings, attendance, and moderation that hold at 10,000 seats.

04
Assessments lack learning insight
SCORES, NOT SIGNAL

Item analysis, mastery mapping, and question banks that tell teachers what to do next Monday.

05
Too many learner types to support
ROADMAP SPRAWL

Students, instructors, admins, and parents in one product without four disconnected codebases.

06
LMS is hard to customise at scale
EVERY DEAL IS A FORK

Modular architecture and tenant-level configuration, so enterprise asks stop becoming custom builds.

07
AI competitors ship features fast
LOSING THE DEMO

AI tutors, content generation, auto-grading, and feedback loops — grounded in your curriculum, not hallucinated.

08
Schools require SIS / LTI
DEALS STALL AT IT REVIEW

Canvas, Moodle, Blackboard, Google Classroom, Clever, ClassLink, LTI 1.3 — shipped and certified.

09
Learning analytics are limited
NO RENEWAL EVIDENCE

Cohort dashboards and outcome data that make the renewal conversation obvious.

10
Content creation is slow
SUPPLY BOTTLENECK

Authoring tools, AI-assisted drafting, and review workflows that let your SMEs move without engineering.

Recognise three or more? Bring us the list
CAPABILITIES

What we build
into your product.

Six building blocks that map straight onto the failure modes above.

AI TUTORthinking...
Why was Q4 wrong?
You inverted the ratio|
MASTERY LIFT
41%
HINTS SAVED
3.2k

AI learning layer

Tutors, auto-graders, and grounded feedback that adapt to each learner — built on your curriculum.

Cohort pathway3 TENANTS
Foundations100%
Practice sets86%
Assessment42%
SEATS LIVE
16,240
CONFIG, NO FORK
100%

Modular LMS

Courses, cohorts, and certification as composable modules you reconfigure per tenant.

Live session● REC 41:08
CONCURRENT
10,000+
JOIN TIME
1.4s

Virtual classroom

Streaming, breakouts, attendance, and recordings that stay stable when the cohort triples.

OutcomesAUDIT READY
96%
COMPLETION
+34%
IT REVIEW
11 days

Analytics & dashboards

Cohort progress, mastery, and outcome reporting your customers can take to their board.

Integration healthSYNCING
CvCanvas LTI 1.3
ClClever SIS sync
SSSAML SSO
RECORDS SYNCED
14,208
LTI CERTIFIED
8 LMS

Integrations & SSO

Canvas, Clever, ClassLink, LTI 1.3 and district SSO — certified and shipped, not stubbed.

Content pipelineAI DRAFT
DRAFT TIME
−72%
SME REVIEW
2 days

Content & authoring

Authoring tools and AI-assisted drafting so your SMEs ship material without engineering.

INTEGRATIONS

The integrations that
unblock enterprise deals.

Schools and universities won't buy without SIS and LTI. We ship the plumbing procurement asks for — not the blocker your last build stalled on.

Canvas & Moodle

Deep-linked courses with roster sync and grade passback.

Blackboard & Google Classroom

Assignments and submissions flowing both ways, no CSV drops.

Clever & ClassLink

District SIS rostering that provisions thousands of seats overnight.

LTI 1.3 & Advantage

Certified launch, Names & Roles, and Assignment & Grade services.

SAML / SSO & SCIM

Just-in-time provisioning against the district identity provider.

app.eduvantaworks.dev / integrations
Integration health
LAST FULL SYNC 4 MIN AGO
ALL SYSTEMS SYNCED
CONNECTIONS
14
RECORDS
14,208
GRADES PUSHED
3,942
FAILURES
0
SOURCESCOPERECORDSSTATUS
Canvas LTI 1.3 Roster · Grades 8,410 2m
Clever SIS Rostering 4,196 9m
Google Classroom Assignments 1,602 12m
SAML SSO · district IdP JIT provisioning — ● LIVE
SYNC THROUGHPUT · LAST 24H
THE FUNDAMENTALS

The engineering discipline
every product company needs.

01
Architecture modernisation

Move off the monolith that makes every feature a three-week release.

02
Dedicated product teams

A senior squad that owns outcomes, not a rotating pool of contractors.

03
Platform reconstruction

Rebuild the pieces holding back scale without stopping the roadmap.

04
Automated testing & CI/CD

Release during term time without holding your breath.

05
Cloud scaling

Handle the September enrolment spike without tripling spend.

06
Product workflow tools

Internal admin and ops tooling so your team stops living in spreadsheets.

07
BI & analytics

Instrument the product so decisions come from data, not opinion.

08
Secure architecture

Student data handled to the standard districts audit against.

09
API & integrations

A public API partners can build on, not a webhook per customer.

10
AI roadmap

A staged plan for AI features that ship, not a demo that never lands.

HOW WE WORK

A dedicated product team,
embedded in your roadmap.

We don't hand you a discovery deck and disappear. From the first call to the enterprise rollout, the same senior squad stays on your product — measuring completion and retention, not story points.

01 · SCOPE
Pressure-test the problem

A 90-minute session where we challenge your roadmap, not nod at it. You leave with the real problem ranked.

02 · EMBED
Stand up the team

Senior engineers in your stand-ups, your tooling, your Slack — inside a week, with domain context on day one.

03 · SHIP
Release in tight loops

Two-week increments behind flags, measured against completion and retention — not story points.

04 · SCALE
Harden for enterprise

Integrations, compliance, and load work so the next district deal doesn't need a rebuild.

Bring us the roadmap
you can't ship fast enough.

A 30-minute scoping call. We'll pressure-test your biggest EdTech engineering problem and tell you exactly how we'd approach it — before you commit to anything.