SiPKPM — Malaysia's AI-Enhanced Student Tracking System for Early Dropout Detection
Malaysia
Malaysia's Ministry of Education added AI to its Student Tracking System (SiPKPM) in 2024 to flag at-risk students from primary …
Taiwan · New Taipei City · See the Taiwan profile
Evidence: Descriptive / self-reported Top 70% 40/100 · Ask Evidence Copilot about this practice
New Taipei City's 'Campus Connect' app (930,000+ downloads) and AI voice assistant handle attendance, fees and leave requests across all public schools, while a linked big-data platform replaced in-person school reviews — winning Taiwan's 2025 Government Service Award.
New Taipei City's Education Bureau built 'Campus Connect' (新北校園通), a mobile app covering digital attendance, leave requests, fee payments and safety notifications across all public elementary and junior-high schools. Live since the 2021 school year, it has reached 930,000+ downloads and offers 35+ services; in September 2024 the Bureau added an AI voice assistant, '小通' (Xiaotong), officially launched in January 2025.
Alongside the app, the city rolled out an 'Education Report and Innovation Support System' -- a big-data platform built with MiTAC Information Technology, with National Taiwan Normal University assisting on analytics -- that replaced traditional in-person school evaluations with data-driven 'health checks,' reaching 100% school participation across 363 principals in the 2024 academic year. The Education Bureau won Taiwan's 8th Government Service Award (2025) in the 'Digital Innovation Value' category, and the city has invested over NT$3 billion in school IT infrastructure since 2019, including 14,000+ smart classrooms.
Most detailed figures -- downloads, participation, savings -- come from the city government's own self-reported achievements portal. Independent outlets confirm the systems exist and describe their core functions but do not corroborate every specific number; no dropout-reduction or academic-outcome metric was found, so the verified benefits are administrative efficiency and policy-support data, not learning outcomes.
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Where this practice's information was retrieved from, and when.
Malaysia
Malaysia's Ministry of Education added AI to its Student Tracking System (SiPKPM) in 2024 to flag at-risk students from primary …
Spain
Spain's Ministry of Education is building a government-run AI assistant, backed by €140m, to cut teachers' paperwork and integrate with …
United States of America
An audio-only AI platform gives K-12 teachers automated feedback on classroom questioning. A pre-registered RCT with 224 Utah teachers found …
Peru
The World Bank, Peru's DRELM, Anthropic and Microsoft launched an AI maths tutor and career-guidance coach across 110 Lima public …
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