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Qfour.aiQfour.aiSunday, September 13, 2026Daily edition
Leadership, learning & AI — researched with AI, curated by humans. Every article comes with a coach who read it.
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Section · AI Adoption
The debate over AI ROI splits into two camps: those seeing rapid returns through process automation, and those warning that lasting value requires organizational transformation. The truth is more nuanced—both approaches work, depending on what you're trying to achieve.
Enterprise AI adoption has doubled in 2026, yet most AI pilots stagnate or fail. The real difference between winners and laggards isn't technology—it's discipline in execution, leadership modeling, and workflow redesign. Michelin's 200 scaled AI projects and 50 million euros in annual ROI reveal what separates transformation from mere adoption.
78% of organizations are already deploying AI across their business. Yet behind this impressive adoption lurks a critical structural gap: most lack enterprise-wide governance frameworks. The result is fragmented initiatives, failed scaling, and shadow IT. Effective AI governance isn't a brake on progress—it's the accelerator for strategic innovation.
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