The Top 10 AI Products Reshaping Water Utilities

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The Top 10 AI Products Reshaping Water Utilities

From leak detection to wastewater intelligence — the platforms, products, and companies driving AI adoption across the global water sector

Artificial intelligence has moved from pilot project to procurement line item across the water sector. Utilities managing tens of thousands of miles of buried pipe, wastewater networks serving entire regions, and commercial buildings carrying six-figure flood-damage exposure are now buying — not merely trialling machine-learning tools for leak detection, network optimisation and predictive maintenance. Analyst DataM Intelligence puts the global AI-in-water-management market at $7.54 billion in 2024, growing to a projected $53.85 billion by 2032, a compound annual growth rate of roughly 27.85%.

That growth is playing out on two tracks at once. Established industrial conglomerates — Xylem, Siemens, SUEZ, Veolia, Badger Meter — are embedding AI into the SCADA, GIS and metering software utilities already run, either through in-house development or acquisition. Alongside them, a wave of venture-backed, AI-native challengers is selling standalone intelligence layers that plug into existing infrastructure. This report profiles ten products and the companies behind them, chosen to illustrate both tracks as they stood in September 2026.

"We've got these major problems, but I'm optimistic that this fourth industrial revolution called the New Economy of AI could be a tipping point to help us transition to a more water-secure world."

— Matthew Pine, President & CEO, Xylem, interview with Engineering News-Record, March 2026