The AI value gap

2026

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AI-generated summary

1) Organizations are investing heavily in AI but struggling to realize value, creating a widening "AI value gap" that requires a shift from project-based adoption to engineered, scaled capabilities.
2) This report analyzes the causes of the AI value gap, identifies four distinct performance archetypes of AI adoption, and outlines the "Industrializer Code" – five protocols for transforming AI activity into durable value.
3) AI value gap, AI adoption, Industrializer Code, AI transformation, value realization

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