The Generative Edge

Beneath the Surface: AI, Water, and the Future of Urban Infrastructure


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What do burst pipes, predictive AI, and flushing toilets all have in common?

More than you'd think.

Live from the AWS Summit in Katowice, hosts Don and Vyas sit down with Grzegorz Karlik, Manager at MPWiK S.A. (Wrocław WaterWorks), for a mind-opening conversation about how one Polish city is reengineering 100-year-old infrastructure with modern AI.

From using machine learning to prevent leaks in a 5,000km underground network, to piloting generative AI for technical documentation—and even rolling out city-wide smart water meters—this episode reveals how digital transformation is redefining public utilities.

Whether you're into AI, sustainability, smart cities, or just want to appreciate the engineering behind your morning shower, this one’s for you.

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The Generative EdgeBy Deloitte Central Europe and AWS