OU Analyse — The Open University's Predictive Learning-Analytics Early-Warning System
The UK's Open University has run OU Analyse, a machine-learning early-warning system flagging at-risk distance learners weekly, in production since 2014 — …
Topic: AI in education clear · back to the knowledge map
Most practices in: United States of America (18) · United Kingdom (9) · India (8)
The UK's Open University has run OU Analyse, a machine-learning early-warning system flagging at-risk distance learners weekly, in production since 2014 — …
A Trinity College Dublin spin-out's AI tablet game screened over 25,000 pre-literate children across six countries in 2023-24 for dyslexia and phonemic-awareness …
Panama's Ministry of Education, UNESCO and Huawei trained 1,550 lead teachers who cascade-trained ~52,000 in-service teachers across 16 regions in 2025 on …
A World Bank-designed predictive model using only existing administrative data flagged Guatemalan students at risk of dropping out. A 4,000-school RCT found …
Sierra Leone's Teaching Service Commission, with EdTech Hub and Fab Inc., built a Nobel-inspired matching algorithm pairing teachers' preferences with school needs. …
UiPath Foundation's open-source AI Generation curriculum piloted with 94 underserved Romanian teens in 2024 (97% said they learned something new, 80% wanted …
A €4m Friuli Venezia Giulia project deploys AI speech-to-text captioning for deaf/hard-of-hearing students. A 2025 peer-reviewed SWOT/TOWS analysis of stakeholders found real …
Croatia's BrAIn (ESF+, EUR 16 M) piloted an AI elective in 53 VET schools in 2024/25: 68 trained teachers, 1,018 students. Three-quarters …
Offline AI platform for Ethiopian secondary students (grades 7–12) without internet. 42,000+ users in 200+ towns since 2023. UNESCO SDG4 Hub featured; …
DepEd's ARAL programme uses Microsoft Reading Progress to automate reading-fluency assessments; a Cabanatuan pilot reduced at-risk readers from 14 to 0, assessment …
Tec de Monterrey AI ecosystem (33 campuses, 2023): CogBooks adaptive learning (Springer 2024, +15% A-grades), Adaptive Leveling Modules (10,350 students, +20–48 pts) …
Portugal's National Education Council published Recommendation 4/2026 in May 2026, mandating AI literacy from primary school, an independent education AI observatory, and …
Microsoft Research India tool, co-designed with Sikshana Foundation, cut lesson-planning time from 60–90 min to 60–90 sec for 1,043 Karnataka public school …
Erasmus+ project (2021–2024) training 1,005 secondary teachers in France, Slovenia, Italy, Ireland and Luxembourg to integrate AI into Maths, Languages and Science; …
Te Hiku Media's Papa Reo project (NZD 13 million, MBIE 2019–2026) built AI speech recognition (92% accuracy) and a pronunciation app for …
SMS/USSD platform delivering curriculum lessons and teacher Q&A to 4.5M+ students in Kenya, Ghana and Côte d'Ivoire via feature phones at $0.03/day. …
AI-adaptive tablet platform for Dutch primary schools (3,000+, ~30% of total). LAK '16 quasi-experiment: grade-4 pupils gained 2.63 skill points (~1.5 months …
AI service embedded in learning management systems that auto-generates accessible alternative formats (audio, ePub, HTML, Braille-ready) for all course materials; 2,000+ institutions …
Uruguay’s Plan Ceibal deploys PAM, an AI-driven adaptive maths platform, to 100% of public schools (3,038 institutions, 733,000 students). An independent evaluation …
A maths intelligent tutoring system rooted in decades of Carnegie Mellon cognitive-science research; the US What Works Clearinghouse rates its effects as …
The world's largest language app (40M+ daily users) uses AI to personalise practice and, via Duolingo Max, GPT-powered roleplay and feedback; efficacy …
A 13-week study across four Hungarian universities gave disadvantaged students an AI adaptive programming tutor built on ChatGPT and Bayesian Knowledge Tracing. …
Facing 15-20% AI-cheating rates on some take-home work, one NZ school reverted to hand-written, supervised assessment; detection reportedly fell to ~5%. NZQA …
ACARA found four AI essay-scoring systems scored NAPLAN writing as reliably as human markers, yet Australia's Education Council decided in Dec 2017 …
Open full copilot Grounded in cited practices — always check the sources.