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Index/AI & Data/The AI Advantage: Smart Tech for Modern Leaders
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Why Most AI Initiatives Fail Before They Even Begin | Solomon Williams and Dr. Alex Leathard

The AI Advantage: Smart Tech for Modern Leaders · 2026-07-29 · 49 min

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Episode notes

In this episode of The AI Advantage , host Solomon Williams sits down with Dr. Alex Leathard, an independent AI consultant and data strategist, to separate AI hype from business reality. While AI dominates boardroom conversations, many organizations continue to struggle with implementation - not because the technology isn't capable, but because the foundations for success are often missing. Dr. Leathard shares why data quality, governance, organizational culture, and clear business objectives matter far more than chasing the latest AI model. Drawing on a career that spans civil engineering, climate data modeling, and enterprise AI strategy, Alex explains how leaders can evaluate AI opportunities more effectively, avoid common pitfalls, and create measurable business outcomes instead of expensive experiments. The conversation also explores the rapid evolution of open-source AI, global trends shaping enterprise adoption, and what it takes to build organizations where people and AI work together to drive sustainable innovation.

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