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AI agent 04 · Educational institutions
AI academic tutor
A Socratic tutor that explains with the course material, generates exercises, gives hints without revealing answers, and feeds a teacher dashboard.
Client: Universidad del Ceibo · fictitious, simulated data
65
active students
390
interactions
47%
solve with hints
The problem
Students get stuck outside class hours, and teachers don’t learn in time which topics are hardest or who needs support.
What it delivers
- 24/7 tutoring aligned with the course
- Exercises with feedback
- Teacher dashboard of common difficulties
- Alert on students who need support
Agent tools
buscar_materialgenerar_ejercicioverificar_respuestaregistrar_progresoEach tool is a real Python function the agent chooses to call. Every call is shown on screen, so the process can be audited.
How it works
Not a chat that only replies: it works in a loop, picks the right tool, checks what it gets, and delivers.
- 1Receives the student’s question.
- 2Looks up the explanation in the official course material.
- 3Guides with questions instead of giving the answer.
- 4Generates exercises with hidden answers.
- 5Checks the answer and gives progressive hints.
- 6Logs progress for the teacher dashboard.
The agent in action
Real screenshots of the app. Click to enlarge.
Built with Anthropic Claude. Runs on your infrastructure, with a demo mode and a live reasoning mode.
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