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Michael Belli - Analytic Consultant

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Category: AI

Measuring and managing AI initiatives.

How Would You Know if Your AI Pilot Actually Worked?

Posted on August 21, 2026 by Mike Belli

Define meaningful success, create a comparison, run the test for a set time, then analyze the data. Why the widely quoted AI failure rates disagree, and five questions that tell you whether your own pilot actually worked.

AI A/B testing, AI measurement, AI strategy, experiment design, incrementality
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