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See Ms. Sonoma in action.

A full demo walkthrough is in production. While it’s being finished, the fastest way to understand how a guided learning session works is to experience one yourself — start with the free signup tutorial.

Coming Soon

Demo Video in Production

We’re creating a full walkthrough showing a real K–8 guided learning session from start to finish — including the facilitator model in practice, how the AI adapts in real time, and what the review process looks like afterward.

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What the demo will show

A Real Session, Start to Finish

Watch a complete guided learning session — how it opens, how Ms. Sonoma guides the child, and how it closes with comprehension review.

The Facilitator Model in Practice

See what the adult in the room actually does — and doesn’t do. The facilitator role is simple, calm, and entirely different from teaching.

Safety Systems in Real Time

How the six layers of content protection work during a live session — what gets blocked, what gets through, and why.

Facilitator Review Dashboard

A tour of transcripts, comprehension scores, and progress tracking — what you see after every session.

Don’t wait for the video.

The fastest way to understand Ms. Sonoma is to try it. Start with the free signup tutorial — it walks you through the facilitator model and unlocks your first guided learning session.

Start the Free Signup Tutorial →