Engageli Redesigning the virtual classroom from zero

Engageli — the live classroom with AICON, virtual tables, AI summary, attendance, hand raises and the analytics report
Company
Engageli
My role
Head of Product Design
Team
A team of 4 I hired
Timeline
2022 – present
The challenge
Universities and schools were teaching on a live product with weak UX, while competing with general meeting tools like Zoom and Google Meet. Design was done by one freelancer.
What I did
Kept improving the live product while researching what competitors miss for teaching, then defined and designed the whole platform from zero — for instructors, students and administrators — including its AI features.
Outcome
A full platform redesigned from zero — live classroom, engagement analytics, playback rooms and AI tools — now used by universities and K-12 districts in the US and Europe.

Starting point

When I joined in December 2022, a single freelancer handled design and the product’s UX/UI was weak — but universities and schools were using it every day. I ran two tracks at once:

  • Keep the live product working better — fix the problems that hurt real classes first. For example: instructors lost track of what was happening at each table once students split into groups, so we gave them one view of every table and a way to join or broadcast to all tables in a click. And a confusing join flow made classes start late, so we simplified joining and added a quick camera and mic check.
  • Redesign the whole platform from zero — keeping every important feature, but turning a crowded, complex UI into something simple and intuitive — with a new information architecture, a new design system, and dozens of new features I invented for teaching online.

Research: what meeting tools miss

I led the research on two fronts:

  • Our users. Together with Customer Success, I designed questionnaires for each persona — instructors, students and administrators. CS ran them with our customers, so we heard directly from people teaching and learning on the platform every day.
  • The competition. A detailed audit of Zoom, Google Meet and other video platforms used for teaching — what they do well, and where they fail a real class.

The gaps were clear — general meeting tools were built for meetings, not for teaching:

Meeting toolsWhat we designed instead
Breakout rooms that cut students off from the classVirtual tables — small groups that stay inside the main session
Little insight into who is participatingLive engagement insights: speak time, polls, chat, notes, attendance
General meeting controlsTeaching controls: mics, chat channels, tools and safety for K-12
Passive recordingsInteractive playback rooms with polls, quizzes and tracking
Add-ons for every activityBuilt-in polls, quizzes, whiteboards, notes and games

The platform

For instructors

  • Move the class between whole-group and small-group work
  • Full control of mics, chat channels and tools
  • Real-time engagement insights for every student
  • Polls, quizzes, whiteboards and game-based sprints built in

For students

  • Collaborate at virtual tables without leaving the class
  • Answer knowledge checks and compete on leaderboards
  • Shared whiteboards, notes and documents
  • Interactive playback of recorded classes

AICON: a live AI concierge for instructors

Instructors can’t watch every metric while they teach. AICON watches for them — it notices when engagement drops, explains why, and suggests one concrete next step. It never acts on its own: the instructor always decides.

AICON introduces itself to the instructor in a small card AICON resting as a small icon at the bottom left of the classroom AICON slides out: discussion level is low, tip: run this quiz AICON expanded with live engagement metrics and tips Quiz creator with an AI-generated quiz, ready for the instructor to review and start

Signature features

These features started as my ideas. I defined them, designed them end to end, and brought them to life with product and engineering.

The whole class and every table, at once

The platform is built from dozens of features, but this one shows the thinking best. In meeting tools, an instructor has to choose: watch the whole class, or jump into a breakout room and lose everyone else.

I designed a classroom where both happen together. The main stage keeps everyone on video and in the lesson, while a side pane shows every student — as a list, a grid, or seated at their tables. The instructor can see who is talking, who raised a hand and who needs help, and move between tables, without ever leaving the live class.

Live class on the main stage, with a side pane showing every student seated at virtual tables

Map view: the whole classroom at a glance

With dozens of students spread across tables, instructors need to know where everyone is. The Map view shows every table and who is sitting at it, with signals like raised hands. Engagement shows on two levels: a live meter for each table (the green dots), and each student’s own engagement level, visible by hovering over them — so the instructor sees at a glance which group, and which student, needs attention. From the same view the instructor can make changes on the spot — move students, open a new table or rebalance groups.

Map view showing every virtual table, the students seated at each one and a live activity meter per table

After class: the analytics report

Every session ends with a report for the instructor. The top row shows the class at a glance — attendance, hand raises, instructor and learner talk time, poll participation, Q&A and chat — each compared with the previous session.

Below it, the engagement timeline lines up how engaged the class was with what was happening at that moment: whole-room or table time, and every activity — polls, PDFs, screen sharing, whiteboards and videos. An instructor can see which part of the lesson worked, and plan the next class around it.

Analytics report: attendance, hand raises, talk time, poll participation, Q&A and chat, plus an engagement timeline matched to room, table and activity time

More from the platform

A few more of the features I designed. Click any screen to see it full size.

Private one-on-one conversation between the instructor and a student, on top of the live class
Private 1:1 — talk to one student mid-class while the class stays live.
Share menu with screen, file, quiz, whiteboard and link, plus timer, break and annotate add-ons
One Share menu — screen, files, quizzes, whiteboard and links, plus add-ons.
My classes as cards with today’s timeline, a live class and a help request
My classes — cards or calendar, with today’s timeline on top.
My classes calendar with a class being dragged to another day
Drag to reschedule — move a class to another day in the calendar.

Designing for AIThe AI Classroom Suite — designed end to end

I defined and designed every AI product on the platform, for instructors and for students:

AI quizzes

Pop quizzes from the last 5 or 15 minutes of class, or the whole session — built from the discussion and the shared materials.

AI sprints

Turn a recent lesson into a timed, game-style knowledge check that shows gaps and misconceptions.

Chat & table summaries

A live recap of class sentiment, frequent questions and key topics — plus a summary of what happened at each table.

AI note-taker

Students summarize the last 15 minutes on request, saved to their notebook with timestamps — great for late joiners.

Class summaries

A topic-based summary after every session, which instructors can edit and students can add to their notes.

AI tutor & Studio

An adaptive tutor grounded in the instructor’s materials, and Studio, which turns recordings and slides into interactive modules.

AI quiz generation and AI tutor

How we earned instructors’ trust

  • The instructor stays in control. AI quizzes, sprints and summaries are drafts — the instructor reviews and edits them before students see anything.
  • Grounded in the class. The AI works only from the class discussion and the instructor’s own materials, so answers stay on topic.
  • Checked for quality. Generated questions go through fairness and accuracy checks.
  • Clearly labeled. AI content is always marked as AI, so nobody mistakes it for the instructor’s own words.

Spotlight: Engageli Studio

Studio, the AI course builder, turns recorded lectures into interactive self-paced courses. It’s one part of the platform, and has its own case study.

Impact

  • Scope: the whole platform redesigned from zero — live classroom, engagement analytics, playback rooms and AI tools — for instructors, students and administrators.
  • Team: design grew from one freelancer to a global team of 4 I hired and led.
  • Customers: complaints about joining classes and managing tables dropped sharply after the first round of fixes.
  • Business: the new interface became the centerpiece of sales demos.
  • Reach: used by universities and K-12 districts in the US and Europe.

The platform today

92% term-to-term student retention (up from 78%) and 18% higher course completion in active virtual classrooms — as published by Engageli.

What I’d do differently now

Running the live product and the redesign in parallel was the right call, but I would set up shared success metrics with Customer Success from day one, so every fix and every new feature could be measured the same way. I would also bring instructors into co-design sessions earlier, alongside the questionnaires.

Next projectEngageli Studio — AI-Powered Course Builder

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