The first blog of Itron’s Operations Optimizer series explored how smarter analytics help utilities reduce revenue loss. But Revenue Assurance is only part of the story—the health of the AMI system itself is equally critical. AMI is the backbone of modern utility operations, delivering reads, tracking device status and strengthening outage awareness. When that backbone weakens even slightly, everything downstream, from billing accuracy to customer experience, feels the impact. 

AMI systems generate an extraordinary volume of data each day, all containing valuable signals about system health. Without the right context, these signals blur into noise. Sorting through them manually is time-consuming and reactive, leading to a system where issues often surface only after they've already disrupted operations.  

The second blog of our Operations Optimizer series looks at AMI Operations: how utilities can move beyond spreadsheets, disconnected tools and ad-hoc reporting to purpose-built algorithms that proactively monitor, manage and maintain AMI health. 

The Role of AMI System Health in Utility Performance 

Healthy AMI infrastructure underpins many facets of utility performance, with two of the most important being accurate billing and reliable service. When meters report consistently and alarms are addressed quickly, utilities strengthen customer trust and reduce operational risk. But reaching this level of visibility requires analytics that bring definition, prioritization and clarity to complex data.  

AMI Operations shifts the focus from fixing what’s broken to understanding why it broke in the first place. Rather than reacting to isolated alarms, utilities gain awareness of patterns that might indicate larger system health concerns. In addition to resolving outages or exceptions, the goal is to build a proactive framework that helps teams anticipate issues before they escalate. 

Using AMI Data to Improve Operational Decision-Making 

The AMI Operations application in Operations Optimizer helps utilities shift from reactive troubleshooting to proactive action. Instead of treating every alarm with equal urgency, Operations Optimizer analyzes and ranks events to highlight the cases that need immediate attention. Teams see which meters are consistently failing reads, which devices are generating repeated high-severity events and where clusters of alarms may suggest a broader network issue.   

With this insight, operations teams no longer need to scroll through endless exception lists. They can quickly understand what is happening and why, supported by context from consumption trends, event histories and the geographic distribution of alarms. This shift accelerates triage, guides more targeted dispatch and reduces the operational cost of chasing false alarms.  

Addressing AMI Read Failures and Device Issues with Analytics 

Common issues, like persistent missed reads, meters stuck in error states or groups of devices showing similar alarm behavior become easier to diagnose when viewed through an analytics-driven lens. Utilities aren't forced to treat each case as a stand-alone event and can gain a systemwide understanding of emerging patterns. That perspective helps teams identify root causes more quickly, whether they stem from device malfunction, communication problems or environmental conditions. 

Proactive AMI Management for Reliability and Efficiency 

Strong AMI health translates directly into operational advancements. With better insight into system performance, utilities can reduce unnecessary truck rolls, shorten resolution times and improve overall program effectiveness. Enhanced visibility also strengthens outage awareness and supports safety initiatives by ensuring accurate, timely information flows from the field to the back office.  

AMI Operations has helped Itron customer Dominion Energy achieve measurable results:

• Increased Backoffice Efficiency. Consolidates meter data, location details, alarms, events and service point information in a single system, enabling faster analysis and more informed business decisions. 
• Task Automation. Provides tools that automate repetitive workflows, allowing AMI Operations teams to focus on true outliers and develop new automations as trends emerge. 
• Improved Field Efficiency. Applies system intelligence to determine when a service point should be closed, preventing unnecessary field work and reducing wasted effort. 
• Streamlined Processes. Centralizes work processes into one platform that functions as both an analytics tool and a work management system. 
• Historical Data Management. Maintains a comprehensive history of endpoint and service point activity, helping teams identify chronic issues and proactively address problematic devices or locations. 

Dominion Energy is now able to realize value through automation and reporting that previously was unattainable. With AMI Operations embedded into daily workflows, the utility is making progress toward operational excellence, making teams’ jobs easier, more effective and more efficient. 

With AMI Operations covered, up next is the communication layer that connects meters, devices and back-office systems. The third blog of Itron's Operations Optimizer series will explore Network Operations: how proactive analytics help utilities strengthen communication performance and prevent hidden network issues from becoming operational disruptions.  

To learn more about Operations Optimizer, view our recent webcast conducted in collaboration with Microsoft.