Adaptive tutor
AI-assisted explanations respond to the learner's level and study context.
OptiqEPX / Case study
AI tutoring, collaborative study, and competition in one learning system.
An AI-assisted education platform with tutoring, collaborative study rooms, live quizzes, and student progress tracking.
Project record
Operithm designed and engineered the product end-to-end, connecting the visible customer experience to the protected workflows that operate behind it.
ProductOptiqEPX
IndustryEducation technology
Product typeAI-assisted learning platform
StatusLive
UsersStudents · Class groups · Moderators · Platform administrators
Product surfacesPublic website · Student portal · Live study rooms · Administration portal
The operating challenge
Making complex operations feel straightforward.
The product needed to make study more active and social while maintaining useful learning context across AI conversations, curriculum-based questions, live rooms, competitive sessions, and student progress.
01
Generic AI answers do not automatically match a student's grade or curriculum.
02
Real-time study and competition require synchronized session state.
03
Progress, ranking, moderation, and account access cross several product roles.
What Operithm built
Public journeys, authenticated workspaces, operational controls, and the underlying data model were delivered as one connected product.
Battle arena
Generated quiz sessions support real-time individual and team competition.
Study rooms
Presence-aware rooms create a shared environment for collaborative learning.
Progress system
XP, rankings, reports, and analytics preserve activity beyond one session.
Product and workflow designUX and interface systemFrontend and backend engineeringDatabase and permission designTesting and production deployment
Core workflow
- 01
Set context
Choose the relevant curriculum, grade, subject, or study objective.
- 02
Generate
Create a tutoring response, quiz, or live activity for that context.
- 03
Participate
Study individually or enter a synchronized room or battle.
- 04
Progress
Record results and update the learner's insight, XP, and ranking state.
Inside the product
Each workspace has a clear role in the product, connecting day-to-day tasks with the wider operating workflow.
Product space / 01
Student command centre
The dashboard connects study activity, progress, rooms, and competitive actions.
Product space / 02
Study battle
A synchronized quiz session carries questions, answers, scoring, and match state.
Product space / 03
AI tutor
The assistant provides study support inside the learner's product context.
Engineering record
Generated tutoring and question content is framed by learner and curriculum context.
Rooms, participation, questions, answers, scores, and rankings require synchronized updates.
Student, moderator, and administrative interfaces expose different controls.
Session records contribute to longer-running learning and ranking views.
Delivered capability
Operithm delivered the full learning product connecting AI assistance, live participation, competition, and student progress.
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