Why Overvaluing Industry Experience Limits Innovation in Data Leadership

A senior exec once asked me whether my experience with streaming vs. batch processing and customer data platforms “really translates” across industries. On the surface, it’s a fair question. But it reveals a hiring mindset that quietly constrains many companies: the belief that industry experience is the primary predictor of leadership success. The Illusion of Uniqueness Every leadership team thinks their industry is uniquely complex. Sometimes that’s true. Regulatory nuance in healthcare, trading rules in …

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AI Is More Than Just Generative: A Strategic Primer for Executives

AI is dominating headlines, boardroom agendas, and vendor pitches. But most of the attention is focused on generative AI — tools like ChatGPT that can create text, summarize documents, or even write code. These tools are impressive. But they’re just one part of a much broader AI landscape. For years, companies have used AI to forecast demand, detect fraud, personalize marketing, and reduce churn. These traditional AI applications may not trend on social media, but …

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