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Approaching water operations with an intelligence-driven strategy

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Apurv Johari
Vice President of Product Management and Marketing, Itron

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  • Approaching water operations with an intelligence-driven strategy
    Credit: González-Cebrián/SWM

The United States loses billions of gallons of treated water every day, and trillions annually. These losses stem from leaks, crumbling infrastructure and fragmented data systems that prevent utilities from identifying problems before they escalate. Simultaneously, networks have grown more complex, making traditional methods of water management unable to keep pace with increasing demand, ongoing climate volatility and mounting financial pressures.

The challenge beneath the surface

Across North America, thousands of miles of water mains beneath cities have exceeded their intended lifespan, resulting in leaks, pressure fluctuations and rising repair costs. These issues are compounded by a mix of legacy and modern systems that often fail to communicate. While each system generates valuable data across metering, asset management and customer service, much of it remains siloed. Without full network visibility, operators are forced to make reactive decisions, often addressing issues only after damage has occurred.

Rather than undergoing a complete overhaul, water utilities simply need to connect and optimise the systems they already have

The lack of comprehensive insight into system performance often leaves utilities at a disadvantage. Operators may know there's a problem, but they lack the necessary context or timely information to identify the root cause or to proactively address the issue before it escalates. This reliance on reactive maintenance is inefficient and costly, especially in a time when water conservation and system efficiency are top priorities.

Intelligence as an operational strategy

To move toward a proactive stance, operators are adopting an intelligence-driven approach that treats data as a strategic asset rather than a by-product of operations. The foundation of this approach lies in real-time visibility. Smart meters, sensors and monitoring systems provide continuous data streams, allowing operators to detect anomalies before they escalate into major leaks or outages. Through this approach, utilities can allocate resources based on actual network performance rather than assumptions.

Advanced analytics deepen that intelligence. Machine learning analyses years of historical data alongside real-time readings to pinpoint where failures are most likely to occur. This predictive capability allows utilities to plan maintenance strategically, extend asset life and avoid costly emergency responses.

Connecting the data ecosystem

The key to making this intelligence actionable lies in unified data management. When data from metering systems, GIS platforms and SCADA networks are consolidated into a single environment, utilities gain a comprehensive, real-time view of their operations. This holistic visibility enhances collaboration across teams, automates compliance reporting and improves customer service.

Most utilities already have the foundational tools to operate proactively. Rather than undergoing a complete overhaul, they simply need to connect and optimise the systems they already have. Targeted pilot programs such as predictive maintenance or pressure optimisation can help uncover technology gaps and deliver measurable improvements in reliability and efficiency. Success in these initiatives builds a strong case for broader transformation across the organisation.

From reaction to resilience

An intelligence-driven approach enables utilities to do more with the systems they already have. By connecting and optimising existing infrastructure, this approach helps mitigate non-revenue water, reduce operational expenses and strengthen assets to extend their lifespan.

As climate impacts intensify and infrastructure continues to age, the future of water management will be defined not by how utilities respond to incidents, but by how they predict and prevent them. By embedding intelligence across operations, utilities can turn data into foresight and ensure that every drop counts.

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