AI
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The Mindset Shift: How Leading AI Experiments Differs from Traditional Innovation
Innovation has always required curiosity, creativity, and courage. But AI innovation demands something more: a fundamental mindset shift. Traditional experiments follow a predictable path: define a hypothesis, build a prototype, test it, and iterate. AI shatters this model. Its probabilistic nature and deep dependence on data require a new playbook—one that blends technical fluency with ethical foresight and Continue reading
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Enterprise AI Strategy: Why Product Leaders Hold the Key
Across industries, organizations are racing to embrace artificial intelligence. Yet most enterprises remain stuck in pilot mode — testing ideas without turning them into scalable impact. In my experience leading multi-cloud and AI strategy initiatives, I’ve seen one truth repeat itself: The biggest challenge isn’t building AI.It’s scaling it responsibly across the enterprise. And that’s Continue reading
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AI Product Management: How Product Leaders Can Avoid Becoming Vendor Managers
The explosion of AI products in the market has created both unprecedented opportunities and unexpected challenges for product managers and product leaders. From generative AI assistants to predictive analytics tools, new vendors are emerging daily—each promising to revolutionize how businesses operate. But this abundance creates a risk: instead of driving AI product management strategy, product Continue reading
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