QNSmart
Category: AI in Education
Korean edtech startup behind DaVinciQ, an AI debate platform that asks students Socratic questions instead of giving them answers. The company is led by Kim Hee-ju (김희주). Based in South Korea. Latest round: Undisclosed.
- Headquarters
- South Korea
Value proposition
Reverses the usual generative-AI pattern so that the AI asks and the student answers. The goal is to counter the 'outsourcing of thinking' and build critical thinking and creative problem-solving. The platform also produces thinking-skills reports for students and teachers.
Products and solutions
DaVinciQ (다빈치큐), an AI thinking-expansion and debate platform. It builds a humanities 'thinking map' from a keyword across six perspectives: history, society, philosophy, economics, science, and literature/arts. Socratic AI dialogue deepens through understanding, application, analysis, inference, critique, and creation. Difficulty is tuned to grade-level textbook vocabulary and curriculum. A hexagon report scores six thinking capabilities: inquiry, connection, expansion, logic, insight, and reflection. There are separate student and teacher reports, and the teacher report can serve as reference material when writing school records (세특). Debates are personalized using accumulated data.
Unique value
An AI 'questioner' rather than an 'answerer'. It combines Socratic, multi-perspective humanities debate with data-driven profiling of thinking skills, aligned to the Korean curriculum and school-record needs.
Target customer
Middle and high school students, teachers and schools (including public education), and parents for home learning in Korea.
Industries served
K-12 education (middle and high school), EdTech
Technology advantage
Pedagogy grounded in the founder's 20 years of creative and convergence education research. Question depth is structured by cognitive stage and calibrated to Korean textbook vocabulary. Debates are personalized from accumulated debate data. The company says the teacher reports fit Korean school-record (세부능력 및 특기사항) workflows.
How they differentiate
Focuses on humanities and interdisciplinary debate and on assessing thinking skills, rather than delivering answers and solutions or drilling subjects. Offers a six-perspective thinking map and six-capability reports that teachers can use for Korean school records.
Main competitors
Lumen Labs (LumenEdu, Socratic AI coaching), Khan Academy Khanmigo (Socratic AI tutor), Korean AI edtech players such as Riiid and Mathpresso (QANDA)
Major milestones
2026-09: Official launch of DaVinciQ, covered by Platum, IT Chosun, beSUCCESS, StartupN, K-Startup Valley and EduPlus.
Market positioning
Early-stage niche player in Korean AI edtech, focused on critical-thinking and debate training for secondary students.
Geographic focus
South Korea
About Kim Hee-ju (김희주)
Adjunct Professor, Korea University Graduate School of Education (creativity development courses); M.A. in Education, Columbia University (also studied at Harvard). About 20 years of research in creative and convergence education, including teacher training and education program development for government agencies.