// The Work
Case Studies & Build Journals.
Real builds. Real problems. Documented as they happen — not after they’ve been polished.
Case Study
Education
May 2026
3.5 hours of report writing. Down to 27 minutes.
How a rubric-based AI workflow gave teachers at an international school in KL 45 hours back every year.
// 45 hrs saved per teacher/year
87% reduction →
Case Study
Education
May 2026
From two hours to twenty minutes.
How school leadership cut parent communication time by 83% — using a voice workflow that runs entirely on their own hardware.
// 67 hrs saved per leader/year
83% reduction →
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