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Case studies

4,000 video lessons, one AI tutor: Les Bons Profs builds Chouchou to guide students without doing the work for them

The AI Sisters Lab is building Chouchou, Les Bons Profs’ AI tutor: grounded in 4,000 video lessons, it guides students instead of giving the answer.

Published on
12/11/2026
Les Bons Profs (AI Sisters Lab)Les Bons Profs (AI Sisters Lab)
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Les Bons Profs has supported French secondary school students since 2012, with over 4,000 video lessons and over 20,000 exercises validated by 120 certified teachers. AI wasn’t using this content, while general-purpose AI tools were drawing students in.

The AI Sisters Lab is building Chouchou, an AI tutor that answers only from Les Bons Profs content, cites its source and guides the student step by step. The project started on 2 September 2026.

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High-quality content that AI wasn’t using

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General-purpose AI tools draw students in. Les Bons Profs’ content stayed out of the conversation.

The brief for AI Sisters: a tutor that guides students without doing the work for them, across very different profiles.

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Guide, don’t do

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The tutor has to make students think, not hand them the solution.

Stay true to the content

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Every answer has to come from Les Bons Profs lessons and exercises.

Very different profiles

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From age 11 to 18, every student has their own level and pace.

What if it were you?

Do you have learning content that AI isn’t using?
The AI Sisters Lab turns it into a tutor that stays true to your lessons.

Discuss my project

Chouchou, a tutor built in three cycles

Chouchou is a conversational AI tutor. It answers only from Les Bons Profs content, cites its source and guides the student step by step instead of giving the answer. It runs on Claude via AWS Bedrock in Europe, with corpus search and answer-quality monitoring.

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01

Cycle 1: the basics

Chat, homework photos read automatically, document upload, quizzes and revision sheets, spoken questions.

02

Cycle 2: platform and memory

Guidance towards the platform’s services and student memory.

03

Cycle 3: going further

Essays and the Grand Oral exam, follow-up for parents, gamification.

04

With the teachers

Maths and French are being integrated. Workshop with the teachers on 12 November 2026.

Les Bons Profs (AI Sisters Lab)
What if it were you?

An AI agent grounded in your own content?
We design it and connect it to your tools.

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What Chouchou will do for students

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The cycle 1 uses, currently being built.

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Understanding homework

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→ The student takes a photo of their homework, Chouchou reads it

→ It guides the student step by step, without giving the answer

→ It cites the Les Bons Profs content it draws on

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Revising

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→ Quizzes

→ Revision sheets

→ Spoken questions

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Working on their own documents

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→ Document upload in the conversation

→ Answers drawn from the platform’s content

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Where Chouchou stands

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The project is ongoing, so there are no result figures yet. Chouchou’s validation in maths and French is set for 10 December 2026, cycle 1 ends on 15 January 2027 and cycle 2 on 26 February 2027.

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4,000+

video lessons in Chouchou’s corpus

20,000+

exercises validated by teachers

120

certified teachers behind the content

3

build cycles

What if it were you?

From prototype to production.
Every AI Sisters Lab offer.

Got it. An AI Sisters expert will email you to plan your AI training.

Your email didn't go through. Check the address, or write to us at contact@aisisters.ai.

An expert will reply to scope your AI training, with no commitment.

Client
Les Bons Profs
Sector
Education & Institutions
About the client

Les Bons Profs is an online tutoring platform founded in 2012, covering middle and high school. It has supported over 3 million students, with over 4,000 video lessons and over 20,000 exercises validated by 120 certified teachers.

Teams trained
Teachers and the platform team
Format
Custom AI tutor by the AI Sisters Lab, in progress since 2 September 2026
Participants
Published on
12/11/2026
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