Watch the Engine Run

Start with the full loop, then open any live product path below.

7-act walkthrough

Every product in one teacher story.

Assessment, Core, immersive classroom, Studio, Tutor Lab, leaderboard, and evidence passport.

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Quick Fire Demo

1-on-1 Student Dialogue

Watch a teacher resolve a physics misconception through guided questioning. Real AI student with internal thoughts, real-time coaching with research citations, Danielson + CLASS scoring.

5 turnsReal coachingDanielson scoredResearch cited
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Classroom Demo

Full Classroom Simulation

Watch 8 AI students with unique profiles β€” Eager Beaver, Silent Thinker, ELL, IEP, Gifted β€” react in real-time to think-pair-share, whole-class questioning, and guided discovery.

8 studentsLive avatarsEngagement trackingDebrief
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Higher Education

College & University

Office hours with a student who memorized but can't apply. A seminar where one student dominates and five stay silent. Practice the teaching moves that work in higher ed.

Office hoursSeminar discussionAI integrityGrade disputes
Watch HE Demo β†’
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Tutoring

1-on-1 Tutoring Sessions

First session rapport. Learned helplessness. The client who just wants the answer. Test anxiety before the big exam. Practice the moves that keep clients coming back.

Rapport buildingIndependenceTest anxietyParent expectations
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Mentor Observation

Live Session Sharing

Launch any immersive session, click β€œShare” in the top bar, and give your mentor the 6-character code. They open /observe/CODE and watch your avatars move in real time β€” no install, no login, any browser. Mentors can send coaching whispers you see as toasts, or take over a student to role-play a challenging moment.

Watch modeCoach whispersActor takeoverLive scoring
Start a session β†’
New Product DemosSign in required
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Studio

Build & Manage Practice

A dean of education builds a fractions misconception scenario, generates 6 AI students, validates, and publishes to her cohort β€” then tracks one teacher's growth trajectory.

Scenario builderCohort publishGrowth trackingAuto-validate
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Tutor Lab

Verify AI Tutors

An AI company evaluates their math tutor model: EEDI corpus ingestion, blind interleaved ranking, IRR scoring, sycophancy probes, deployment gating, and DPO export.

Blind rankingSycophancy probeIRR dashboardDPO export
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Ready to try it yourself?

Try Quick Fire FreeDesign Your Session