Insights Victor Bilgen Insights Victor Bilgen

The Hidden Architecture of AI Adoption

Most AI adoption programs fail not because of the technology, but because they rely on the wrong people to spread it. This piece introduces a three-circle framework — Adopters, Anchors, and Translators — and shows how identifying where they overlap reveals the Champions, Ambassadors, Signal Carriers, and Program Catalysts who actually move organizational behavior.

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