SiPKPM AI Early-Warning System — Malaysia's National Dropout-Prevention Network
Malaysia
Malaysia's Ministry of Education added AI to its national Student Tracking System (SiPKPM), scoring attendance, grades, disability status, household income …
Philippines · Pasig City · See the Philippines profile
Evidence: Descriptive / self-reported Top 77% 40/100 · Ask Evidence Copilot about this practice
The Philippines' DepEd replaced outsourced manual scoring of its National Qualifying Exam for School Heads with an in-house AI dual-scoring system, now serving 24,000+ leadership vacancies nationwide; one outlet reports 4,410 passed and ~₱5m saved in 2025.
DepEd's National Qualifying Examination for School Heads (NQESH) determines who becomes a school principal or head across the Philippines' public school system; it was historically processed through outsourced manual scoring that was slow and costly.
Developed by DepEd's Education Center for AI Research (ECAIR) under the Bureau of Human Resource and Organizational Development, Project DUNONG automates exam processing with an in-house AI dual-scoring system, cutting outsourcing costs, speeding up result releases, and adding dashboards that flag competency gaps among aspiring principals.
GMA News and Manila Bulletin (September 2025) confirm the system now serves over 24,000 school-leadership vacancies nationwide. BusinessMirror/PNA (January 2026) additionally reported that 4,410 aspiring principals passed the 2025 NQESH and that DepEd achieved roughly ₱5 million in savings from automated record consolidation — figures reported by that outlet alone.
Independent press coverage confirms the programme's existence, national scale and the shift from outsourced to in-house scoring, but no independent audit of the AI scoring's accuracy or bias has been published, and the pass-count and savings figures are single-sourced.
National / regional programmes
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Where this practice's information was retrieved from, and when.
Malaysia
Malaysia's Ministry of Education added AI to its national Student Tracking System (SiPKPM), scoring attendance, grades, disability status, household income …
Peru
Piloted with over 100 principals across eight Latin American countries and evaluated by the World Bank in Peru, 'El Director …
Philippines
DepEd's ECAIR piloted an AI growth-screening tool in Metro Manila schools to speed identification of malnourished and stunted learners for …
Kuwait
On 7 April 2025, Kuwait's Ministry of Education launched 'Chat with Hamad', a multilingual AI assistant giving students, teachers and …
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