Data & School Management 14 July 2026 2 min read

Student Data Analysis (SDAS): From Mark Sheets to Multi-Year Tracking — 8 Questions Principals and Panel Heads Should Ask

A mark sheet tells you who scored what; a Student Data Analysis System answers why, what the trend is and what to do next. Eight questions show how standard scores, percentiles, progress rates, multi-year tracking and teacher analysis are used — and how AI natural-language queries let every teacher ask.

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Data & School Management 10 July 2026 2 min read

How AI Reduces Teacher Admin Workload: Notices, Minutes, Parent Letters and eAdmin in Practice

Teachers can spend 8–10 hours a week on paperwork. Six examples show how AI admin agents (eAdmin) draft eNotice, eCircular, parent letters, meeting minutes, event proposals and iPortfolio comments — and why grounding in the school knowledge base and matching the school's voice are the keys.

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Data & School Management 6 July 2026 2 min read

The PIE Cycle Meets AI Dashboards: Evidence-Based School Decisions

Every school runs Plan–Implement–Evaluate, but "evaluate" often relies on impressions. See how PIE KPIs link directly to platform data — AI usage, objective mastery, teacher training records, SDAS results — so planning has a baseline, implementation has tracking, evaluation has evidence, and grant interim and final reports come out automatically.

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