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The persistent failure of enterprise AI isn’t a technical problem; it’s a strategic one. While Enterprises refine predictive models, they often fail to act on the insights they generate, leaving billions of dollars in value on the table.

This article offers a clear playbook for pivoting from a flawed, model-centric focus to a powerful, decision-centric strategy.

We introduce the blueprint for a ‘Decision Factory,’ an operational backbone that connects AI insights to concrete actions, and a new North Star metric: ‘Decision Velocity.’ For leaders aiming to convert AI potential into P&L impact, this guide shows how to stop building shelfware and start building a lasting competitive advantage.