Observed arrival · 2026-09-10
According To What? Measures the AI Value Question
A practical blog testing whether Microsoft AI changes work in measurable ways.
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The project organizes its measurement approach around concrete work such as proposals, HR questions, document reviews, support handoffs, and customer preparation. Its toolkit is described as covering break-even, measurement readiness, experiment memos, quality, risk, cost, and adoption depth. The homepage also calls attention to review tax—the checking and correction effort that can follow rapid AI drafting—and separates time saved from capacity actually created.
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