This paper shifts the conversation on artificial intelligence from experimentation to measurable impact, drawing on real-world insights from leading organizations. It identifies five critical success factors for scaling AI: embedding AI into core operations, augmenting human capabilities, strengthening data foundations, modernizing technology infrastructure and implementing responsible AI governance. The report highlights that organizations achieving real value treat AI as a strategic transformation rather than a standalone tool. It also emphasizes the interplay between people, data, technology and governance as essential for scaling. By showcasing lessons from the MINDS programme, the report provides a practical roadmap for organizations to move beyond pilot projects, avoid common pitfall

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