30/09/2026 · grow, measurement
Kirkpatrick L1–L4 without extra forms
From smile sheets to business KPIs, without adding a single survey.
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Notes from the build
23/09/2026 · principles, product
Why augmentation comes first at Ustadi
AI suggests, humans decide — and the audit trail proves it.
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