Eduten AI-Adaptive Mathematics — Nationwide Rollout in Mongolia

Eduten is an adaptive mathematics-learning platform built on roughly two decades of research at the University of Turku's Centre for Learning Analytics (the 'ViLLE' platform) and commercialised by the Finnish company Eduten Oy. Its machine-learning engine draws on a bank of about 200,000-250,000 exercises and roughly 2.5 billion prior student responses to build an individual profile for each learner, aiming to keep the share of correctly-answered items within an 80-85% 'optimal challenge' band, while also automating grading to reduce teacher workload.

Mongolia's Ministry of Education and Science (MoES) piloted Eduten with the National Institute of Education Research (MNIER) and the Education Evaluation Center over 12 weeks in early 2023, comparing students using the platform against a control group that also received extra weekly maths practice. Following the pilot, MoES rolled Eduten out nationally in September 2023 for grades 3-4 across public schools, training more than 5,200 teachers, with coverage subsequently planned to expand to grades 1-9 for the 2025 school year.

MoES reported the Eduten group achieved 22% greater improvement in learning outcomes than the control group, alongside high self-reported satisfaction (94% of students said it helped them understand maths better, 87% of teachers were satisfied). The national rollout reached more than 134,000 students in over 650 schools and recorded over 230 million submitted answers; independent confirmation of on-the-ground use comes from Mongolia's state news agency MONTSAME, which reported a February 2024 event in Zavkhan aimag involving 29 general-education schools and 38 kindergartens.

The headline 22% relative-improvement result and enrolment figures are published through Eduten's own blog, attributing the underlying data to MNIER and the Education Evaluation Center; no independently published evaluation report or peer-reviewed study reproducing these figures was found. The pilot's own report flags school-infrastructure readiness as a risk for wider implementation, relevant given Mongolia's low population density and rural, partly nomadic population, and no independent evaluation of the national rollout's learning outcomes has been published.