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Education & training

Personalized tutoring bots, content adaptation across SEA languages, automated grading. Used by Ruangguru / Brainly-style EdTech platforms running Bahasa / Thai tutor flows.

Who this is for

K-12 / language schools / corporate L&D in SEA.

Common challenges

Tutor bot that responds in student's local language at student's level
Adapt curriculum from English to Thai / Bahasa / Vietnamese keeping math precision
Grade student essays in any of those languages
Stable cost as student count grows

Recipes to copy

RAG with text-embedding-3-large + Qwen Plus

Launch embedding model + value-tier Chinese chat model for searchable documents.