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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.



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.
High-quality content that AI wasn’t using
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.
Guide, don’t do
The tutor has to make students think, not hand them the solution.
Stay true to the content
Every answer has to come from Les Bons Profs lessons and exercises.
Very different profiles
From age 11 to 18, every student has their own level and pace.
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.






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.
Cycle 1: the basics
Chat, homework photos read automatically, document upload, quizzes and revision sheets, spoken questions.
Cycle 2: platform and memory
Guidance towards the platform’s services and student memory.
Cycle 3: going further
Essays and the Grand Oral exam, follow-up for parents, gamification.
With the teachers
Maths and French are being integrated. Workshop with the teachers on 12 November 2026.

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What Chouchou will do for students
The cycle 1 uses, currently being built.
Understanding homework
→ 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
Revising
→ Quizzes
→ Revision sheets
→ Spoken questions
Working on their own documents
→ Document upload in the conversation
→ Answers drawn from the platform’s content
Where Chouchou stands
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.
video lessons in Chouchou’s corpus
exercises validated by teachers
certified teachers behind the content
build cycles
From prototype to production.
Every AI Sisters Lab offer.
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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.
A programme built around your roles and your tools, pre-audit included.
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.

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