Adaptive Tutor

Adaptive Tutor

A living library for curious students.

Step into a 3D learning space where students can move through guided lessons in Teach Me mode or switch into Knowledge Tracing for adaptive testing across the knowledge graph, with teacher connection and progress visibility built in.

  • Built for independent practice and guided discovery
  • Two learning modes: guided Teach Me and adaptive Knowledge Tracing
  • Works on desktop and modern tablets, including iPad
  • Math, science, social studies, and English in one space
  • Students can connect with a teacher who can review progress after approval
  • Admins can invite users by email with revokable access codes
4 core subjects
3D library world
Linked student + teacher view
Inside The Experience Walk, choose, continue

Students move through the library, pick a subject shelf, and return to the exact place they left off.

Adaptive Support Two ways to adapt

Students can follow guided lessons or switch to Knowledge Tracing, which samples the graph, estimates mastery, and revisits anything that is not fully solid yet.

Teacher Connection Student-owned, teacher-visible

Students can invite a teacher, the teacher must accept, and then progress becomes visible in a structured dashboard.

Built for students who need more than a chatbot and less than a maze of tabs, prompts, and worksheets. Adaptive Tutor turns tutoring into a place students can return to, recognize, and trust.

Explore by subject

Students choose from a visual library instead of bouncing between disconnected worksheets and tabs.

Continue with context

Progress is saved, so each return visit feels like stepping back into an ongoing learning journey.

Choose the right mode

Use Teach Me for guided explanation and practice, or Knowledge Tracing for fast adaptive checks that map what a student really knows.

Invite and onboard cleanly

Admins can generate revokable one-time invite codes, email them directly, and send users into the browser app with the right guide.

Knowledge Tracing

Adaptive testing across the knowledge graph, not just the next lesson.

Knowledge Tracing starts from the student’s saved grade level, samples concepts across the subject graph, and updates mastery as the student answers. It is designed for diagnosis, acceleration, and efficient review, not a straight march through one lesson at a time.

As students succeed, lower-level prerequisite ideas can be tentatively marked as known. If a concept is not fully locked in, it stays in occasional rotation until mastery is stable.

How it works

One checkpoint at a time

The tutor asks a focused question, scores the answer, updates mastery, and moves to the next best checkpoint in the graph.

Mastery model

Level 10 means fully mastered

Every subject builds toward full mastery. Anything below level 10 can still come back later for spot checks and review.

Works with Teach Me

Skip what is already solid

When a student returns to guided learning, Teach Me can skip topics that Knowledge Tracing has already confirmed as mastered.

Teacher-Student Workflow

Students stay in control. Teachers gain clarity.

A student can add a teacher directly from the app, the teacher must accept the connection, and only then does the teacher gain access to the student’s learning progress. That keeps the relationship explicit, private, and easy to understand.

1

Student requests

The student adds a teacher account from profile settings instead of sharing credentials or screenshots.

2

Teacher accepts

The teacher reviews and approves the request before any student data becomes visible.

3

Progress becomes visible

Teachers can review learning time, recent activity, topic status, node progress, and answer accuracy trends.

Voice-ready workflows

Students can answer with voice in supported browser flows, including classroom tutoring and reading self-tests.

Open-library reading

Perimeter shelves link to open textbooks and literature, while the study window saves notes, evidence, confidence, and review history.

Guides built in

Students and teachers each have a dedicated guide, and the in-game help buttons open the right one directly from the app.

Student Wiki

Learn the flow fast

See how to move through the library, choose between Teach Me and Knowledge Tracing, use voice, and complete reading assignments.

Open Student Guide

Teacher Wiki

Run the classroom workflow

See how to accept student links, assign reading, review submissions, use analytics, and manage revision cycles.

Open Teacher Guide

Admin Tools

Invite and revoke cleanly

Admins can email invitations with one-time revokable access codes and keep those invites visible in the normal access-code list.

See Admin Invite Workflow

Why It Feels Different

Less like software. More like a place to learn.

Adaptive Tutor was designed to feel spatial, calm, and memorable. Instead of dropping students into a blank form, it invites them into an environment that makes subjects feel tangible and progress feel visible.

Designed for real use

  • Quick to open in a browser with no app install required
  • Comfortable on laptops and touch devices
  • Simple enough for independent student use

For Teachers

See more than a final score.

Review where a student is in the knowledge graph, which topics are active, how long they are working, how consistently they are answering correctly, and which concepts are fully mastered versus still being revisited.

For Families

Support without micromanaging.

Students can work independently in the browser while the adults around them have a clearer picture of momentum, persistence, and where help may still be needed.

For Students

Progress that feels visible

Return to a familiar space, pick a shelf, and keep going without re-explaining where you stopped.

For Families

Easy to open, easy to revisit

No store download required. Open the site, sign in, and step back into the same learning environment.

For Teachers

Connected oversight, not disconnected reports

Accept a student connection and review meaningful learning activity instead of guessing from isolated assignments.

Start Here

Launch in Browser.

Launch in Browser

Native Apps

Use Adaptive Tutor in the browser or install a native build.

The browser version remains the fastest way to get started, but native downloads are available for Windows, Linux, and Android. Android installs currently require sideloading.

Windows

Desktop App

Download the packaged Windows build as a ZIP and run it locally.

Download For Windows

Linux

Desktop App

Grab the Linux native build as a ZIP and launch it from your machine.

Download For Linux

Android

Sideload APK

Install the Android APK manually on supported devices. Sideloading is required.

Download Android APK

iPhone / iPad

Native App

Native iPhone and iPad apps are planned. For now, the browser version already works on iPad.

Coming Soon