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 · Manila · See the Philippines profile · See the Manila profile
Evidence: Descriptive / self-reported Top 86% 33/100 · Ask Evidence Copilot about this practice
DepEd's ECAIR piloted an AI growth-screening tool in Metro Manila schools to speed identification of malnourished and stunted learners for feeding programmes, cutting teachers' annual anthropometric data-encoding time from 3.75 to 1.87 hours.
The Philippines' national school-feeding programme depends on teachers manually measuring and recording each learner's height, weight and BMI to flag malnutrition and stunting — a slow process that delays interventions.
Project SIGLA, developed by DepEd's Education Center for AI Research (ECAIR), uses an AI-based growth-screening tool to automate anthropometric assessment, piloted in NCR (Metro Manila) schools starting in the second half of 2025.
BusinessMirror/PNA (January 2026) reported that teachers' annual time spent encoding learners' anthropometric data fell from about 3.75 hours to 1.87 hours — roughly a 50% reduction — under the pilot. Manila Bulletin (September 2025) independently confirmed the tool's purpose and its NCR pilot status, without giving its own figures.
The pilot remains confined to NCR; no measurement-accuracy audit or nationwide rollout has yet been published, and the time-savings figure comes from a single outlet (BusinessMirror/PNA) rather than independently corroborated data.
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Malaysia
Malaysia's Ministry of Education added AI to its national Student Tracking System (SiPKPM), scoring attendance, grades, disability status, household income …
Philippines
The Philippines' DepEd replaced outsourced manual scoring of its National Qualifying Exam for School Heads with an in-house AI dual-scoring …
Peru
Piloted with over 100 principals across eight Latin American countries and evaluated by the World Bank in Peru, 'El Director …
Malaysia
Malaysia's Ministry of Education (KPM) and UNICEF deploy SiPKPM, an AI early-warning system tracking 5 million learners on 7 risk …
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