Best Advanced Metering Infrastructure (AMI) Solutions

What are Advanced Metering Infrastructure (AMI) Solutions?

Advanced Metering Infrastructure (AMI) solutions are integrated systems that enable utilities to measure, collect, and analyze energy usage data through smart meters, communication networks, and data management platforms. Unlike traditional metering systems, AMI facilitates two-way communication between utilities and consumers, allowing for real-time monitoring and more efficient energy management. Compare and read user reviews of the best Advanced Metering Infrastructure (AMI) solutions currently available using the table below. This list is updated regularly.

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    GridOS

    GridOS

    GE Vernova

    GridOS is the first software portfolio designed specifically for grid orchestration, empowering utilities to navigate the energy transition by providing modern tools to orchestrate the complexity of the sustainable energy grid while driving reliability, resilience, and security even amid increasing renewables, DER penetration, severe weather, and cyber threats. It includes a robust suite of interconnected solutions that deliver real-time visibility, optimization, and control across transmission, distribution, markets, and DER ecosystems. GridOS Data Fabric unifies and contextualizes decentralized grid and IT/OT data via metadata cataloging and federation, enabling use cases like outage management, forecasting, grid automation, and violation avoidance without requiring coding expertise.
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    ElectSolve

    ElectSolve

    IPKeys Power Partners

    The ElectSolve platform transforms opportunities and hurdles associated with the massive data management challenges due to near real-time AMI and IoT driven data. With the massive investments in AMI meters- ElectSolve started providing the software needed to fulfill basic manufacturer agnostic “Meter to Cash” requirements for Utilities with the ElectSolve MDM to assist with creating automated revenue capabilities for utilities from the AMI data. Today, we have evolved this AMI data delivery for basic “Meter to Cash” implementations into a full suite of interoperable, operational and analytical Value-Added Modules (VAMs) resulting in our MDM becoming what we call today the ElectSolve M&ODM. The ElectSolve platform provides visibility across departments. View accurate, near real-time energy usage in a clear, concise and useful manner with technologies that speak to each other delivering actionable analytics.
    Starting Price: $75000 one-time payment
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    Pylon

    Pylon

    Pylon

    We provide an end-to-end solution for emerging markets’ utility management challenges. Stay on top of uncollected payments and streamline your revenue collection process. Redeem up to 75% of your losses and achieve immediate savings upon deployment. Streak the demand curve with our AI-powered real-time load management insights. Different pricing plans with various models accommodate your utility’s needs. Subscribe to SmaaS for an accelerated transition with minimal upfront capital investment and instant access to our platform. Deploy an advanced metering infrastructure system (hardware, software, and comms), Pylon handles it all. In 2017, our founders came together when they learned of the huge challenges in the utility sector and decided to tackle them. Together they built a solution to transform conventional water and electricity companies into efficient, interoperable, and data-driven smart utilities.
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    Honeywell Connexo
    The world needs utilizes today that are ready for the demands of tomorrow. Be prepared for tomorrow’s challenges with Connexo. Connexo brings utility intelligence & “self-healing” optimization together in one future-proof application, providing a more complete view so you can get maximum value from your advanced metering infrastructure (AMI) investment. What makes it unique is that data collection and analysis are just the beginning. Videre turns the data into insights, then translates those insights into actionable solutions. Data insights can now take flight with the power of connected data and UAVs with state-of-the-art technology to streamline and standardize routine inspections predictive maintenance, and element management. The advanced analytics provide actionable insights that support efficient investigations and the recovery of lost revenue. Accommodates the operation of mesh networks and collection of data for optimization and communication.
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    Landis+Gyr AIM

    Landis+Gyr AIM

    Landis+Gyr

    Landis+Gyr AIM is a proven smart metering software solution designed to simplify energy data collection and management for utilities. Its Gridstream Connect system combines smart meters, communication technologies, advanced software, and comprehensive services in one platform. AIM supports multi-energy metering and offers a flexible, modular architecture built for the evolving energy market. The software enables utilities to efficiently process, validate, and store metering data, while automating many operational tasks. It provides interoperability with various manufacturers’ hardware and software through open, standardized interfaces. Currently, Landis+Gyr AIM operates over 2 million metering points across Europe, the Middle East, and Africa.
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    MeterData4U

    MeterData4U

    Utegration

    Advanced Metering Infrastructure (AMI) has the potential to transform your business and upgrade your customer service. But traditional AMI solutions, with separate meter data management (MDM) systems, are costly to implement, run and maintain, and limit the possibilities of AMI data. Utegration’s MeterData4U is the next-generation solution for AMI. It unifies AMI and CIS data in one elegant, patented solution, streamlining architecture and business processes to make it easier and more affordable for your utility to innovate and create meaningful customer interactions. MeterData4U has achieved SAP-certified integration so you can be confident in your investment. Enables a holistic view of metering, billing, and customer data sets, and provides unparalleled insight into daily operations as well as cutting-edge analytical capabilities. Reduces the time it takes to resolve customer inquiries by eliminating hand-offs between systems and agents, and the need to engage in manual processes.
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    Trilliant

    Trilliant

    Trilliant

    Trilliant offers proven, flexible smart grid and smart cities solutions purpose-built on a device‑independent, multi‑tiered platform designed to improve network connectivity, ensure sustainability, increase public safety, address IIoT, and provide unmatched technology options for customers worldwide. It enables energy companies, utilities and cities to choose only the essential solutions and services they need and network them on one proven platform, covering communications, analytics and data services, advanced metering infrastructure, for electricity and water, distribution automation, demand response, Prime Energy Suite, IIoT, sub‑metering and smart outdoor lighting. It supports wide area, neighborhood area, and cellular network integration as well as meter integration, all operating seamlessly across diverse devices without lock‑in to a single provider.
  • 8
    ReliaGrid
    ABB’s Grid Automation Solutions provide pre-designed, fully engineered, and factory-tested automation cabinets ready for installation in secondary substations, indoor or outdoor. These cabinets include protection and control devices such as Relion REC615, RIO600 I/O units, Arctic wireless gateways (ARx600), third-party RTUs, batteries, chargers, and I/O terminals, all pre-wired internally to simplify integration. These "GA boxes" integrate seamlessly into ABB's secondary compact substations, enabling fast deployment of digital substations that support efficient, reliable smart grid operation. ABB offers solutions for both greenfield installations and brownfield retrofits, addressing needs from basic monitoring to advanced measurement, protection, control, and automation functions. With secure wireless communication capabilities, substations can be connected to control centers or DMS systems via public mobile networks.
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    UtilityIQ
    UtilityIQ (UIQ) is a head‑end software suite that includes applications designed to help utility operators collect and manage AMI meter consumption data. Applications such as Advanced Metering Manager (AMM) and Meter Program Configurator (MPC) are secure and scalable solutions to support meter reading, management, and analysis for power quality, meter status, peak pricing, and more.
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    Fluentgrid MDMS
    Fluentgrid MDMS enables utilities to extract full value out of meter data across the organization by efficiently processing data from meters and a variety of other devices in the smart‑grid ecosystem. It loads, validates, structures , and stores that data in ways that can be easily accessible for internal and external downstream systems across the utility. It supports standard functionality for Validation, Estimation, and Editing (VEE), aggregations, event subscriptions, bill determinants, and AMI rollout processes. A true commercial off‑the‑shelf (COTS) product, Fluentgrid MDMS can be quickly set up to work with leading meter head‑ends in target markets. It processes data in real time, identifying anomalies, detecting inefficiencies, forecasting future demand, and providing automated alerts and notifications to support proactive issue resolution.
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    Siemens Grid Software
    Siemens Grid Software is designed to accelerate the energy transition of power grids by delivering mission‑critical capabilities that help grid operators decode and shape a future‑proof power landscape. It is part of the Siemens Xcelerator for Grids portfolio and supports digital transformation across power utilities. It encompasses solutions like Spectrum Power, a globally leading grid management system that alleviates the complexity of modern grid operations by offering resilience, reliability, modularity, scalability, openness, interoperability, and cybersecurity. For high‑voltage transmission, the software provides tools and insights to future‑proof supply security and market efficiency. It addresses key disruptive forces, decentralization, decarbonization, and digitalization, giving operators the perspective and guidance needed to manage evolving grid demands confidently and securely.
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    Badger Meter

    Badger Meter

    Badger Meter

    Badger Meter offers a comprehensive suite of smart water solutions, encompassing flow measurement, water quality monitoring, pressure and leak detection, advanced metering infrastructure (AMI), analytics software, and communication technologies that empower water utilities, municipalities, and commercial/industrial customers to optimize operations and conserve resources. Its BlueEdge portfolio integrates smart measurement hardware, reliable communications, data visualization tools, and analytics software to deliver actionable intelligence for monitoring, controlling, and maintaining water systems. Key products include ultrasonic, electromagnetic, turbine, compound, vortex, variable area, and differential pressure meters, alongside endpoints like the ORION family offering AMI and AMR communications via mobile and LTE‑M networks with interval reading and multi‑day battery life.
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    Landis+Gyr Gridstream MDMS
    Landis + Gyr’s Gridstream Meter Data Management System (Core MDMS) validates, manages, and controls data from advanced meters and smart grid devices, storing customer and meter metadata alongside usage and diagnostic data to power analytics and business workflows. It supports Validation, Estimation, and Editing (VEE) rules that ensure data integrity, with non‑conforming readings flagged or estimated, while virtual metering capabilities enable aggregation and net energy calculations for renewable participation. Billing determinants leverage measured or calculated values to accurately support diverse rate structures. Event administration and exception management handle flags and validation exceptions not auto‑resolved via VEE rules. Workflow orchestration manages chained transactions with full tracking and reporting, and automated group management enables batch actions by device technology, rate class, or geography.
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    Ubiik

    Ubiik

    Ubiik

    Obtaining data from thousands to millions of devices deployed across a city and analyzing that data, is the foundation of many smart grid applications. Ubiik’s Advanced Metering Infrastructure (AMI) solution helps utilities to cost-effectively collect data from meters or field devices, which will then be used to make informed decisions to maintain grid stability and improve grid resilience. The HES provides portable and scalable microservices aimed at reliable processing and packaging of up-to-date and timely information for customers to understand their meter data and make impactful business decisions. Obtaining massive amounts of data from meters in the field can prove a daunting task. In the case of utility-level deployment, this can mean the implementation of hundreds of thousands to millions of smart meters. Each of these field devices must reliably transmit and receive data at regular intervals (or on demand) from an upstream controller.
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    Corinex

    Corinex

    Corinex

    Corinex Grid Flexibility solution transforms the electric grid into a fully integrated AMI network by leveraging existing powerline infrastructure to enable high-speed, secure smart metering, monitoring, provisioning, and IoT management. It empowers two-way communication between utilities and customers, facilitating efficient energy management, real-time data collection, outage detection, demand forecasting, and time-based programs to reduce costs and consumption. This G.hn‑based Broadband-over-Power-Line (BPL) system supports edge computing and AI at the meter level, enabling autonomous grid operation, over-the-air firmware upgrades, built‑in security, and resilience designed for extreme environments. The scalable architecture supports millions of network elements, virtual metering, outage isolation, automated meter reading, and seamless integration with grid management software like GridValue EMS.
  • 16
    UST IQ
    UST IQ for AMI Analytics automates the full data engineering pipeline, from ingestion of high-volume, high-frequency metering data to consolidated insights, so that AMI business operations can focus on critical decision-making rather than IT infrastructure management. It ingests real-time and historical meter, event, alarm, GIS, and external data, harmonizes and curates it into query-ready formats using cloud-native, microservices-based architecture, and enables self-service querying, location-aware, role-based analytics, and proactive exception management. It empowers operations teams with insights on network anomalies, meter status, outages, and environmental overlays (e.g., seismic or weather data) to optimize field crew dispatch, prevent costly failures, and streamline restoration. It processes hundreds of millions of records daily with low-latency micro-batching (e.g., 5-minute intervals), delivering 30-day rolling averages, alert-triggered triggers, and more.
  • 17
    ClouESP

    ClouESP

    CLOU GLOBAL

    ClouESP AMI Software is an advanced metering solution designed for utilities to manage and analyze smart meter data in near real-time. It combines head-end system (HES) functionalities with meter data management (MDMS), enabling utilities to enhance energy distribution system oversight, improve customer service, and introduce innovative services like time‑of‑use pricing and demand response. It supports automated data collection at configurable intervals for events, power quality, load profiles, relay control, and billing, and remote monitoring and control of devices on the distribution system, including switches, transformers, and capacitor banks. Users can schedule meter readings, view data graphically (by meter, manufacturer, transformer, or region), and adjust meter parameters (such as TOU settings, calendars, and voltage thresholds) remotely.
  • 18
    WATT-Net

    WATT-Net

    Radian Research

    WECO Software Solutions’ WATT‑Net Test and Asset Management Software provides versatile solutions easily tailored and scalable to utilities of any size or type. Designed by metering professionals, WATT‑Net combines powerful functionality with ease of use to deliver a full-featured application for meter test shops and field operations. It features full lifecycle management of all metering assets to serve testing and energy measuring needs, integrating meter test data to leverage RADIAN hardware solutions, improving reliability, and extending metering asset life. It is modular, built on a secure and stable framework that adapts to changing utility business rules and scales efficiently as new features are added. The database and administration module provides central repository management, allowing multiple workstations to share configuration and isolate server management for enterprise efficiency.
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    SAS Energy Forecasting
    Operate more efficiently and effectively at all levels of decision-making with a broad range of automation, scalability, statistical sophistication and transparency built on our experience working with hundreds of utilities worldwide. The changing nature of the grid requires a forecasting platform capable of ingesting massive data sets to provide insights down to the circuit level. SAS Energy Forecasting has been proven to provide granular insights based on these massive data sets. Through repeatable, scalable, traceable and defensible results, the solution improves forecasting performance across all locations, at any level of aggregation. Forecasts are transparent and documented for sharing with internal partners and third-party stakeholders, enabling you to avoid millions of dollars in regulatory fines. Use all your data to maximize investments in smart meters and advanced metering infrastructure.
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    EcoStruxure

    EcoStruxure

    Schneider Electric

    EcoStruxure Building Operation delivers the actionable insights needed to better manage and optimize buildings, improve engineering efficiency, and meet increased cybersecurity and compliance needs. Part of EcoStruxure Smart buildings demand simple integration across systems and easy access to IoT devices. EcoStruxure Building Operation’s open & secure integration framework allows collaboration across third-party systems to create innovative custom solutions. The platform natively supports standard open protocols out-of- the-box. Future ready buildings ensure new technology expansions deploy easily all while: maximizing building efficiency, optimizing comfort & productivity, and increasing building value. EcoStruxure Building is the open innovation platform of buildings – a collaborative IoT solution that is scalable, secure and global to create smart and future-ready buildings. It ensures customers’ smart buildings are even more connected, hyper-efficient, truly sustainable
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    Fluentgrid AMI

    Fluentgrid AMI

    Fluentgrid

    The Advanced Meter Infrastructure (AMI) solution provides the essential last mile building blocks for utility supply chain modernization. Fluentgrid AMI™ solution can be quickly setup to work with leading meter vendors, helping utilities to expedite AMI rollouts and leverage full benefits of it into distribution planning, demand side management, outage management, customer service as well as operations. End-to-end AMI suite of products from Fluentgrid including UHES, MDMS, Consumer Portal, Mobile apps, PQM, DSM and DR complement our flagship revenue/customer management offering Fluentgrid CIS.
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Advanced Metering Infrastructure (AMI) Solutions Guide

Advanced metering infrastructure (AMI) solutions enable utility providers to collect, transmit, and analyze meter data through a connected network of smart meters, communication technologies, and data management capabilities. These solutions replace manual meter reading with automated data collection, providing utilities with more accurate and timely information about energy, water, or gas consumption. By improving visibility into usage patterns and network performance, AMI solutions help utilities increase operational efficiency while supporting more informed decision-making. As utility networks continue to modernize, AMI solutions have become a foundational component of digital infrastructure.

Utilities use AMI solutions to support automated meter reading, remote service connections and disconnections, outage detection, usage monitoring, demand management, and billing accuracy. Many solutions also incorporate AI, analytics, and automation to identify unusual consumption patterns, detect potential equipment issues, and improve resource planning. Integrations with customer information systems, billing platforms, outage management tools, and grid management applications provide a unified view of utility operations.

As demand for efficient and data-driven utility services continues to grow, AMI solutions play an important role in improving service reliability, resource management, and customer engagement. These solutions help utilities reduce operational costs, respond more quickly to network events, and support long-term infrastructure planning. Their ability to deliver real-time consumption data and operational insights makes them an essential technology for modern utility management.

Features Provided by AMI Solutions

  • Smart meter data collection: Automatically gathers electricity, water, or gas usage information from connected meters.
  • Remote meter reading: Eliminates manual meter inspections through secure remote data retrieval.
  • Real-time monitoring: Provides current consumption insights for faster operational decision-making.
  • Outage detection: Identifies service interruptions quickly to support faster restoration efforts.
  • Usage analytics: Analyzes consumption patterns to improve resource planning and operational efficiency.
  • Remote connect and disconnect: Enables authorized service activation or deactivation without on-site visits.
  • Billing integration: Shares meter data with billing and customer management tools for accurate invoicing.
  • Alert notifications: Sends updates when unusual consumption or operational events are detected.

Types of AMI Solutions

  • Residential AMI solutions: Collect household energy usage data to support accurate billing and consumption monitoring.
  • Commercial AMI solutions: Track energy usage across business facilities to improve efficiency and operational visibility.
  • Industrial AMI solutions: Monitor high-volume energy consumption while supporting detailed usage analysis and demand management.
  • Water AMI solutions: Measure water consumption remotely to improve billing accuracy and detect potential leaks.
  • Gas AMI solutions: Enable automated gas usage monitoring and remote meter reading for utility providers.
  • Multi-utility AMI solutions: Manage electricity, water, and gas metering through a unified monitoring platform.
  • Cloud-based AMI solutions: Centralize meter data collection, analytics, and reporting through remotely accessible environments.
  • Analytics-focused AMI solutions: Transform metering data into actionable insights for forecasting, efficiency improvements, and operational planning.

Advantages of Using AMI Solutions

  • Improves utility visibility by collecting detailed meter data for more accurate operational insights.
  • Enhances billing accuracy through automated meter readings that reduce manual data collection.
  • Supports faster outage detection by identifying service interruptions through connected meter networks.
  • Reduces operational costs by minimizing field visits for routine meter reading activities.
  • Strengthens energy management with detailed consumption data that supports informed planning.
  • Improves customer service by providing timely usage information and billing transparency.
  • Enables remote meter management, allowing utilities to perform certain tasks without onsite visits.
  • Supports grid modernization by supplying reliable data for operational planning and performance analysis.

Who Uses AMI Solutions?

  • Electric utility companies: Collect accurate meter data remotely while improving billing accuracy and operational efficiency.
  • Water utility providers: Monitor consumption, detect leaks, and reduce manual meter reading activities.
  • Natural gas utilities: Track usage data and improve service management through automated meter communications.
  • Municipal utility organizations: Manage multiple utility services using centralized metering information.
  • Energy distribution companies: Analyze consumption patterns to optimize network planning and resource allocation.
  • Commercial property managers: Monitor utility usage across multiple buildings to improve operational efficiency.
  • Industrial facilities: Track utility consumption and identify opportunities to reduce operating costs.
  • Campus facility managers: Manage electricity, water, and gas usage across large institutional properties.
  • Utility operations teams: Improve outage detection and service restoration using real-time meter information.

How Much Do AMI Solutions Cost?

AMI solutions are typically priced according to the size and complexity of the utility deployment. Costs may include subscriptions, perpetual licenses, or service agreements based on the number of smart meters, connected devices, users, or supported capabilities. Additional expenses often cover implementation, system integration, data migration, customization, employee training, and ongoing technical support.

The total investment depends on the number of endpoints, communication infrastructure, data collection frequency, and reporting requirements. Smaller municipal utilities generally have lower costs than regional or national providers managing millions of connected meters. Organizations should also budget for cybersecurity, maintenance, infrastructure upgrades, and administrative resources when calculating the total cost of ownership rather than evaluating licensing costs alone.

What Software Do AMI Solutions Integrate With?

AMI solutions can integrate with meter data management systems to collect, validate, and analyze usage information from connected meters. They also connect with utility billing platforms, customer information systems, outage management systems, and geographic information systems to improve operational efficiency and customer service. Energy management systems use AMI data to support demand forecasting and consumption analysis, while asset management platforms monitor infrastructure performance. Workforce management tools, analytics platforms, Internet of Things platforms, cybersecurity solutions, distribution management systems, and workflow automation tools can also integrate with AMI solutions to improve grid visibility, streamline operations, and support informed decision-making.

Trends Related to AMI Solutions

  • Real-time meter data is becoming standard: Utilities improve operational visibility through continuous usage monitoring.
  • AI-powered consumption analytics are expanding: Organizations identify usage patterns to improve forecasting and resource planning.
  • Remote meter management continues growing: Utilities reduce field visits by handling meter operations from centralized locations.
  • Grid modernization initiatives are accelerating: AMI solutions support smarter energy distribution and infrastructure management.
  • Customer self-service features are increasing: Consumers access detailed usage information through online portals and mobile applications.
  • Stronger cybersecurity measures are emerging: Utilities enhance protection for connected metering infrastructure and sensitive data.
  • Integration with distributed energy resources is improving: AMI solutions support solar, battery storage, and other decentralized energy assets.

How To Pick the Right AMI Solution

Selecting the right AMI solution begins with identifying your utility's operational goals, including accurate meter data collection, outage detection, demand management, and customer engagement. Evaluate how well the solution supports reliable communication between meters and central management systems while handling large volumes of data efficiently. Consider compatibility with your existing meter management, billing, outage management, geographic information systems, and asset management tools to simplify deployment. Review analytics, reporting, remote meter management, and automation capabilities that improve operational efficiency and decision-making. Security, compliance, scalability, and network reliability should also be carefully assessed to protect critical infrastructure and support future expansion. Finally, compare implementation requirements, technical support, pricing, and ongoing maintenance costs to determine which solution provides the best long-term value.

Compare AMI solutions according to cost, capabilities, integrations, user feedback, and more using the resources available on this page.