Adaptive mastery
Bayesian Knowledge Tracing on a concept graph, plus retention decay. Routes practice from what each learner actually answered.
For schools
A pilot that fits a real timetable.
One projector for the class. A separate path for every student after. People approve what goes live.
- No student devices for class time
- Human gates on every AI draft
- Overrides written down
In the room
What a head of department can watch.
Whole-class Auto-Teach on the projector you already have. No invented hardware.
- AI runs the lesson Stop, skip, or take over at any moment. The teacher keeps the room.
- Session reports, not surveillance Class-level outcomes only. No attention scores. No per-student grades from a projector run.
- Every override is logged An append-only record when someone takes the lesson back.
Nothing publishes itself.
Every AI draft stops for a person before the next step runs.
- Structure, stages, then apply Outline first. Teaching stages next. Live course only after approval.
- Schema checks before it ships One repair attempt on failure, then a clear error instead of broken content.
- Voice finished before the bell Narration is authored and cached at publish. Class time never waits on a model.
What follows after the bell.
Whole-class teaching and per-student mastery stay separate on purpose.
Spaced repetition
SM-2 with lapse tracking and a same-day relearn step.
Gamification
XP, streaks with grace and freezes, badges, quests, seasons.
What it asks of your timetable.
No classroom install. The real cost is time, not hardware.
- Week 0 Pick the room One class, one projector, one teacher ready to try Auto-Teach.
- Week 1 Build and approve Generate live on the call. Edit what you dislike. Publish with the voice.
- Weeks 2-4 Teach and review Run it. Read the session report. Decide on the after-class path.
- After Honest next step Pilot pricing is set on the call. We say if something is not ready.
The limits, stated.
Better here than mid-pilot.
- Pre-revenue: no public price list, uptime SLA, or DPA on file yet.
- No offline mode. A dropped connection stops the projector run.
- One classroom voice ships today.
- No SOC 2 or FERPA parity claims. That talk belongs on the call.
Need catalogues and algorithms? Technical page →
Want it in your school, not only on this page?
Thirty minutes. No install. We build a lesson on a topic you name.
Let’s see it in your classroom.
We build a lesson on a topic you name, then walk what is ready for a pilot.
- Arrive Thirty minutes on your timetable.
- Generate live Name something you teach; we build it in front of you.
- Honest list What is ready, what is not, and what a pilot would take.
No install. Projector optional if you want it in the room.
Book a demo
Or explore on your own