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The Water Perspectives Blog

Risk prediction

The Northeast’s Toughest Water Infrastructure Challenges

Utility leaders in the Northeast U.S. manage some of the most complex water and wastewater systems in the country: dense,...
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The true Return on Investment of AI-driven Risk Prediction

In 2026, most utilities are no longer asking whether AI can predict pipe failures. Machine learning models are now able...
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Common Concerns About
AI Risk Predictions

The real risks behind AI prediction – and the misconceptions that hold teams back...
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Texas Approves Predictive Modeling for LCRI Compliance

Texas Approves Predictive Modeling for LCRI Compliance

Learn what the new Texas ruling means for utilities, and how to reduce lead unknowns before the 2027 deadline....
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AI’s Role in Water Utilities: How to Overcome Common Concerns and Get Started

AI’s Role in Water Utilities: How to Overcome Common Concerns and Get Started

Discover AI’s practical role in water utilities, from failure prediction to smarter capital planning. A guide to starting strong and...
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The 5 Most Common Risk Prediction Methods for Water Utilities–And How They Compare?

The 5 Most Common Risk Prediction Methods for Water Utilities–And How They Compare?

Learn how water utilities predict pipe failures. This article compares five widely used methods, highlighting their advantages, drawbacks, and best...
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What EMWD’s Maintenance Director Wants You to Know About Predicting Failures

What EMWD’s Maintenance Director Wants You to Know About Predicting Failures

Nearly 800 water mains fail daily in the U.S. Learn how AI-driven risk prediction helps utilities to plan smarter and...
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Machine Learning, a New Best Practice for Risk Prediction

Machine Learning, a New Best Practice for Risk Prediction

Learn how AI helps water utilities detect patterns that traditional risk models miss; cutting failures, prioritizing repairs, and protecting limited...
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How Plano is Using AI to Rethink $10M in Infrastructure Spending

How Plano is Using AI to Rethink $10M in Infrastructure Spending

City of Plano uses AI to prioritize condition assessments for large-diameter water mains, helping CIP Manager Drew Zaeske avoid costs...
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