The Business Engineer

The Business Engineer

Archetypes for Successful AI Implementation In The Enterprise

Gennaro Cuofano's avatar
Gennaro Cuofano
Sep 22, 2025
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In analyzing thousands of AI implementations across enterprise and consumer contexts, a fascinating pattern emerges.

This Week In AI Business: The Dual Path to AI Adoption [Week #38-2025]

This Week In AI Business: The Dual Path to AI Adoption [Week #38-2025]

Gennaro Cuofano
·
Sep 21
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Success in AI adoption isn't just about having the right technology or the smartest people; it's about having the right behavioral mix.

Our research reveals three distinct "tribes" of AI users, each with fundamentally different approaches to interaction, implementation, and value creation.

What makes this discovery crucial is that successful AI implementation requires all three tribes working in harmony.

Organizations that skew too heavily toward any single archetype consistently underperform, while those that cultivate balanced representation across all three achieve sustainable competitive advantage.

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