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Measuring AI Productivity Without Surveys: A Better Approach

calendar_today September 25, 2026 person Misha Rangel domain activtrak

Most companies measure AI’s return on investment by asking employees how much it has changed their work, then taking the answer at face value. But surveys capture perception, not behavior, and the format introduces error before a response is even recorded. The problem with self-reported AI productivity data Self-reported surveys ask employees to recall and […]

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