Guest Column | May 18, 2026

Turning AMI Data Into Better Customer Service

By Christian Bonawandt

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For decades, the relationship between a water utility and its customers was simple. As water flows in, the bills go out, and sometimes complaints come back. Customers had little visibility into how much water they were actually using on a day-to-day basis, and utilities had limited tools to give them any. Advanced metering infrastructure (AMI) has long since changed that equation. Today, utilities can collect interval data, sometimes in 15-minute or hourly increments. The question then becomes how should utilities best use it?

However, most utilities focus on the operational benefits of AMI, including faster leak detection, more accurate billing, reduced truck rolls, and improved demand forecasting. These are meaningful gains, but they leave one of the technology’s most valuable capabilities largely untapped: its ability to reshape how customers understand and engage with their water service.

From Data To Dialogue

The utility-customer relationship has historically been reactive. Customers call when something is wrong — a high bill, an unexplained spike, a suspected leak. When utilities respond, they often have limited real-time information. AMI changes this by putting both parties on the same informational footing. For example, when a customer receives a high-consumption alert before their bill arrives, or logs into a portal and sees their daily usage charted against their neighborhood average, it can help shift the conversation from complaint to collaboration.

In addition, utilities can leverage AMI for more proactive outreach. Rather than waiting for an angry phone call about an unexpectedly large bill, utilities can notify customers of unusual usage patterns as they emerge. A spike in overnight consumption, for example, is a reliable indicator of a leak. Catching these early can save a customer hundreds of dollars. This kind of service is memorable and can move the utility from the background of customer life into the position of a trusted partner.

Transparency As A Trust-Builder

Customer trust is hard to earn and easy to lose. A disputed bill, a confusing rate structure, or a leak that went undetected for months can all erode confidence. AMI data, communicated clearly, addresses each of these pain points directly.

When customers can see their own usage data at a granular level, billing disputes become easier to resolve. Instead of a flat monthly total with no context, customers can view exactly when their consumption occurred, identify anomalies, and understand the factors driving their bill. In many cases it prevents disputes before they even happen.

Rate structure communication is another area where AMI data adds real value. Time-of-use rates, tiered pricing, and conservation-based incentives can all be confusing to customers who can't see the relationship between those structures and the amount billed. With AMI-enabled customer portals, utilities can show customers exactly how their usage interacts with the rate schedule and what they could do differently to lower their bill. This kind of transparency turns a potentially contentious topic into an educational one.

The Technology Is Ready, But Is the Utility?

Customer-facing AMI data tools are widely available. Customer portals, mobile applications, automated alert systems, and analytics platforms are all mature, proven technologies. Several vendors offer turnkey solutions that integrate with existing billing and SCADA systems, reducing the implementation burden for utilities of any size. At this point, the barriers to deployment tend to be organizational rather than technical.

That means the most important questions utilities need to answer are internal ones. What data do we want to share with customers? How do we communicate complex usage information in a way that is genuinely understandable? Who manages customer-facing digital tools, and how do we ensure they stay current? These challenges can be overcome, but they require planning and cross-departmental collaboration.

Utilities that have successfully deployed customer engagement platforms consistently always start by looking at things from the customer's perspective. What does a customer actually want to know? What would make their interaction with the utility easier or more meaningful? The answers to those questions should drive decisions about which data to surface and how to present it.

AMI was built to make utilities smarter. But its greatest untapped potential may lie in making customers smarter too, whether it’s about their usage, their bills, or their role in a broader system that serves the entire community. Utilities that embrace that potential will find that the data flowing through their meters carries a value that goes well beyond billing accuracy. It is the raw material for a fundamentally better relationship between a utility and the people it serves.

Christian Bonawandt is an industrial content writer for Water Online. He has been writing about B2B technology and industrial processes for more than 25 years.