What if the work between classes ran itself?
You teach for an hour — then lose three more to prep, summaries, homework, and guessing what your student actually practiced. We take all of it off your plate.
The hour isn't the problem.
Everything around it is.
The hour you love. Real conversation, real presence. This is why you teach.
Prep, summaries, retyping homework, building drills, tracking who's stuck. Nobody pays you for it — and it eats your week.
Between sessions you're guessing. You walk in blind and burn the first ten minutes finding out where they are.
You hit a ceiling around 15 students — not because you can't teach more, but because the admin scales and your week doesn't.
You teach. We handle the rest of the week.
The same platform thousands of students already use — turned toward you.
Walk in already knowing.
A pre-class brief shows exactly where your student got stuck this week — their patterns, the corrections that keep recurring, what to focus on. You're calibrated before you say hello.
Your corrections drive every conversation.
What you teach doesn't vanish when class ends. The platform turns your corrections into the week's practice — and an AI co-pilot that has read your student's whole history helps you plan the next move. The longer you teach them, the sharper it gets at how you teach.
Summary, homework & drills — automatic.
Class ends, and the summary, homework, and a targeted practice set built from what actually happened go out on their own. You don't open a doc. You don't retype anything. It's already done.
When the week runs itself, the ceiling moves — take more students at the depth you give 15, or stay at 15 and go deeper. Your call.
“What stops you from replacing us later?”
Say it out loud, because you're thinking it. Here's the honest answer: we already built that tool. Project Fluency has a complete AI app people use currently with no teacher involved.
If replacing you were the plan, we'd simply not build this side. We're building it because the app isn't enough — and students keep telling us so. AI can drill you. It can't believe in you, read the room, or notice you've gone quiet because today was hard.
So we don't choose. Your hour at the center, the AI orbiting it — feeding your relationship instead of competing with it.
No take rate. You keep the class.
“No take rate, won't replace me” usually means the catch is hiding somewhere. It isn't. Here's the whole thing.
The AI side is a subscription — already our business, with no teacher attached.
A flat fee for the system that replaces your Calendly, Zoom, Stripe, and the docs you retype every week.
A $20 class is $20 to you. No percentage that can creep up later — because there is none.
A marketplace taxes 15–33% of every class you ever teach. We charge a flat fee for a tool that gives you your week back — and win by being worth keeping.
One conversation. Different voices.
Your hour connects to everything else they do — and your work follows them all week.
The hour, the corrections, the breakthrough. The platform listens, transcribes, and tags everything that happened.
Unlimited AI conversations all week. Your in-class corrections feed them — the mistake you caught Monday gets practiced six more times before they see you again.
Voice brief and written summary in your inbox. What they practiced, where they're stuck, what to focus on next.
Already up to speed. The hour goes deeper because you skipped the recap. The loop closes — and starts again.
We're forming the first cohort now.
Project Fluency for Teachers is in private pilot with a small group of working language teachers. Founding members get preferential terms, direct access to the founder, and a real say in how the product evolves.
Locked-in preferential rates that scale with you, not against you. No surprise increases.
Built by a founder still in the trenches. A direct line for feedback, requests, and edge cases.
Real input on roadmap and priorities. Built around how working teachers actually work.
We'll reach out within 48 hours to talk about your teaching practice and whether the founding cohort is the right fit.