AI should amplify, not replace, teachers.
Every great teacher has a way of seeing students that nobody else has. StoryLab captures that—the diagnostic eye, the signature moves, the voice—and builds an AI agent that coaches the way they would.
Sign in to your account →The problem
Great teachers are capped.
Students get chatbots.
The best teachers in the world reach 30 students. AI chatbots reach millions but have no methodology, no standards, and no willingness to say “that idea isn’t ready yet.”
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The fix
An AI agent that teaches the way you teach.
StoryLab doesn’t paste your bio into a chatbot. It builds a three-layer cognitive model of how you teach—what you notice, what you decide to do, how you say it. Your agent reads the room, deploys your stories at the right moment, and speaks in your verified voice. Your methodology, working 24/7.
See how it works ↓How it works
You teach the system how you teach
Upload syllabi, session notes, or marked-up student work. Then have a 10-minute conversation with our AI interviewer. The system extracts your Teaching DNA—how you diagnose, what moves you make, what you sound like.
Three layers, every turn
Your agent doesn’t follow a script. It reads the room (emotion, deflection, breakthroughs), decides what to do (pacing, focus, which story to deploy), and speaks in your verified voice.
It compounds
After every session, the system analyzes what worked. New moves get proposed. Voice fidelity gets scored. You earn on every student your agent reaches, and the agent gets sharper the more it teaches.
Under the hood
Not a chatbot with a teacher’s bio pasted in.
Every student message passes through a three-layer cognitive model—the same loop a great teacher runs in their head before they speak.
Layer 1
Observe
Read the room. Detect the student’s emotional state, whether the last message landed, what concept they’re circling, and whether they’re deflecting. This is what great teachers do before they open their mouth.
Layer 2
Orient
Decide what to do. Push or listen? Lead with a story or a question? Shift registers—from warm to direct, from exploratory to focused? This is the split-second judgment that separates teaching from content delivery.
Layer 3
Respond
Speak in the teacher’s voice. Not an approximation—their actual voice, verified against their teaching corpus by a discriminator that scores fidelity on a 10-point scale. If it doesn’t sound like them, it doesn’t go live.
For families
What your child’s AI coach will never do.
Never writes for them.
Your child’s coach won’t draft their essay, solve their problem, or hand them a finished answer. It asks questions until they find the answer themselves. The insight must come from the student.
Never gives empty praise.
No “great job!” without citing exactly what was good and why. If the work isn’t there yet, the coach says so, with warmth, but honestly.
Never makes a half-baked idea sound finished.
Most AI tools take a student’s first impulse and polish it into something that sounds smart. That’s the most dangerous thing you can do to a developing mind. StoryLab coaches stress-test ideas before helping develop them. If a thought arrived too easily, the coach slows down and pushes back.
Who is StoryLab for?
Built for everyone in the learning journey.
Students
Find a coach who sees you.
Not a chatbot. A three-layer agent built on a real teacher’s cognitive model. It reads the room every turn, speaks in their voice, remembers your growth, and never lets you off easy.
Learn more →Families
Know what your child is getting.
Every AI coach on StoryLab is a three-layer agent built on a real teacher’s methodology and verified voice. It never writes for them, never gives empty praise. Every session is monitored for student safety. You see the progress.
How we keep students safe →Teachers
You’re underpaid. Your expertise isn’t.
Turn your teaching methodology into a three-layer AI agent—one that reads the room, decides what to do, and speaks in your verified voice. Earn revenue while it coaches. The more it teaches, the sharper it gets.
Why StoryLab →Schools & Institutions
Your best teachers, available to every student.
Give every student access to AI coaching built on your best teachers’ methods. One platform. Your pedagogy. District-wide.
Learn more →See it in action
Try it yourself.
Your agent reads the room the way you do. It observes emotion, detects deflection, and deploys your stories at the right moment — in your verified voice. You handle the moments that matter. Get paid for every student it reaches.
Your coach reads the room every turn — it knows when to push, when to listen, when to tell you a story. It speaks in your teacher’s real voice, not generic AI. It remembers your growth across sessions and never lets you off easy.
You
Coach (Ms. Rivera's Agent)
You
Coach (Ms. Rivera's Agent)
Your child gets coached by the philosophy of real teachers, available 24/7. You see their progress. No more guessing if tutoring is working.
Weekly Summary — Emma's Progress
Sessions this week: 3
Focus: College essay brainstorming → first draft
Coach (Mr. Okafor's Agent)
Emma moved from "I have nothing to write about" to a compelling draft about her robotics team failure. She's learning to use specifics instead of generalizations. Next session will focus on structural revision.
Growth note
Emma is initiating sessions on her own now — she started 2 of 3 this week without a reminder.
Give every student access to AI coaching built on your best teachers’ methods. One platform. Your pedagogy. District-wide.
District Dashboard — Lincoln High School
8
Active teacher agents
247
Students coached this month
1,842
Sessions this month
Top agents by engagement
All agents built on YOUR teachers’ methods. One platform.
Your agent reads the room the way you do. It observes emotion, detects deflection, and deploys your stories at the right moment — in your verified voice. You handle the moments that matter. Get paid for every student it reaches.