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Meter Data Management Systems

Meter Data Management Systems Reviews and Ratings

What is Meter Data Management Systems?

The meter data management systems (MDMS) market is used by utility companies in the electricity, gas, water and thermal sectors to support metered commodity measurement at customer premises. This data is used for billing, customer service, consumption management (forecast and demand), operations (outages and losses) and finance. Other buyers of MDMS products include energy service companies for audits and efficiency projects; energy management providers for consumption reporting; outsourced or local energy providers for production planning and engineering; and commercial and industrial users for accounting and finance. Additionally, municipalities and government agencies use MDMS products for public works and regulatory compliance.

MDMS are essential IT components of advanced meter infrastructures that facilitate the meter-to-cash process by collecting and managing consumption data for utility services such as electricity, water, gas and thermal energy. MDMS collect meter data; apply validation, estimation and error corrections; and store and process the data into billing determinants based on the customer’s product before sending it to a billing engine. MDMS can support various analytics use cases, including consumption profiles, trends, alerts, revenue protection and basic meter asset management. It can be delivered through on-premises or cloud-based solutions, enabling real-time data access and analytics that enhance operational efficiency and customer engagement.

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Logo of SAP Cloud for Energy

SAP Cloud for Energy

By SAP

4.3
(42 Ratings)

SAP Cloud for Energy is a software designed to facilitate energy data management for utilities and businesses. The software supports the collection, validation, and processing of energy consumption and production data from various sources and devices. It enables users to monitor energy usage, integrate renewable and distributed energy resource information, and analyze consumption patterns. The software assists in meeting regulatory requirements by providing tools for metering and data analysis, and it helps organizations optimize their energy operations and improve reporting accuracy. SAP Cloud for Energy offers functionalities that streamline data processing workflows and support decision-making related to energy management strategies.

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Logo of AVEVA PI System

AVEVA PI System

By AVEVA

4.3
(37 Ratings)

AVEVA PI System is a software designed for real-time data collection, analysis, and management. It enables organizations to aggregate large volumes of operational data from industrial sources, including sensors and control systems, providing accessible and reliable information for monitoring and optimizing processes. The software offers scalable data infrastructure, secure data storage, data visualization tools, and integration capabilities for third-party applications and enterprise systems. It addresses business needs related to asset performance, operational efficiency, compliance, and informed decision making by transforming raw data into actionable insights. The software supports industries seeking enhanced visibility and control over operational activities through configurable analytics and reporting features.

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Logo of Utilities Meter Data Management

Utilities Meter Data Management

By Oracle

4.2
(30 Ratings)

Utilities Meter Data Management is a software designed to collect, process, and manage large volumes of meter data from utility networks. The software enables utilities to validate, store, and analyze consumption data from various types of meters, supporting both electricity, gas, and water services. It provides tools for automating the aggregation and validation of metered data and supports integration with billing and customer information systems. The software addresses business needs for accurate consumption measurement, regulatory compliance, and operational efficiency by streamlining data handling processes and enabling timely access to detailed usage information for analysis and reporting.

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Logo of Fluentgrid MDMS

Fluentgrid MDMS

By Fluentgrid

4.5
(19 Ratings)

Fluentgrid MDMS is a software that facilitates the acquisition, validation, processing, and management of metering data across utility grids. It supports multiple meter types and communication protocols, enabling utilities to maintain data accuracy and integrity for electricity, water, and gas usage. The software provides functions for data aggregation, calculation, and anomaly detection to assist utilities in resource management and billing. By automating data collection and applying analytics, the software helps address challenges related to high-volume data handling, regulatory compliance, and operational efficiency in utility environments.

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Logo of Gridscale X Meter Data Management

Gridscale X Meter Data Management

By Siemens

4.4
(15 Ratings)

Siemens EnergyIP Meter Data Management (MDM), now part of Gridscale X, is a scalable solution used by over 200 utilities worldwide to manage smart meter networks for electric, water, gas, and heat. EnergyIP MDM enables secure, interoperable data collection, validation, and management, supporting multi-utility and multi-commodity operations. The platform provides real-time analytics, billing data quality, outage and theft detection, remote service connect/disconnect, and supports regulatory compliance. EnergyIP delivers over 99% data accuracy with automated validation and integrates with AMI, billing, and IT systems for rapid ROI. Its architecture enables utilities to maximize value from AMI investments and adapt to evolving energy market needs. Siemens maintains flexible deployment and proven application scalability for small and large utilities.

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Logo of Smart Grid Suite (ASGS)

Smart Grid Suite (ASGS)

By Eviden

4.6
(13 Ratings)

Smart Grid Suite (ASGS) is a software designed to support the management and optimization of electricity grids. It enables utilities and energy providers to monitor, control, and automate various aspects of grid operations, including demand response, outage management, and distributed energy resources integration. The software provides functionalities for data collection, grid analysis, and real-time decision-making to help maintain grid stability and efficiency. It also assists in forecasting energy usage, improving load balancing, and supporting the integration of renewable energy sources. By facilitating automated grid processes and delivering insights through advanced analytics, the software addresses the challenges of operational efficiency and reliability in modern energy distribution networks.

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Logo of Itron Enterprise Edition Meter Data Management

Itron Enterprise Edition Meter Data Management

By Itron

3.8
(10 Ratings)

Itron Enterprise Edition Meter Data Management is a software designed to collect, validate, store, and process data from utility meters. The software supports data management for electric, water, and gas utilities, enabling utilities to integrate data from advanced metering infrastructure and traditional meters. Features include data validation, estimation, editing, and aggregation, which facilitate billing and analytics processes. The software provides scalability for managing large volumes of metering data and helps utilities improve operational efficiency and regulatory compliance. It addresses business needs such as accurate meter data processing, reliable billing, and supporting analysis for decision-making in utility management.

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Logo of Gridstream Meter Data Management System (MDMS)

Gridstream Meter Data Management System (MDMS)

By Landis+Gyr

4.5
(6 Ratings)

Gridstream Meter Data Management System (MDMS) is a software developed by Landis+Gyr designed to collect, store, and manage data from advanced metering infrastructure. The software facilitates the processing and validation of large volumes of metering data generated by smart meters and other devices. It supports functions such as data aggregation, analysis, and reporting, assisting utilities in streamlining operations related to billing, energy management, and regulatory compliance. Gridstream Meter Data Management System addresses the business need for accurate and timely meter data by enabling utilities to automate data workflows, improve data quality, and integrate metering data with other utility systems. The software is intended to enhance operational efficiency and support informed decision-making in utility management.

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Logo of Meter Data Management System

Meter Data Management System

By Esyasoft Technologies

5
(6 Ratings)

Meter Data Management System is a software designed to collect, process, and store large volumes of meter data from energy utilities and related infrastructures. The software automates the validation, estimation, and editing of meter readings, supporting data integrity and accuracy for billing and analytics. By integrating with advanced metering infrastructure and other utility systems, the software facilitates seamless data exchange and supports demand response, outage management, and energy forecasting. The system enables utilities to analyze consumption patterns, improve operational efficiency, and enhance decision-making for resource planning. Meter Data Management System helps address challenges related to handling disparate data sources, streamlining regulatory compliance, and ensuring reliable access to historical and real-time meter information.

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Logo of Terranova Advanced Metering Management (TAMM)

Terranova Advanced Metering Management (TAMM)

By Terranova

4.4
(6 Ratings)

Terranova Advanced Metering Management is a software designed to support utilities in managing and analyzing metering data collected from smart meters. The software facilitates automated data acquisition, processing, and validation, enabling enhanced billing accuracy and detection of anomalies such as leaks or unauthorized consumption. It offers features to monitor energy and water usage patterns, generate reports, and integrate with existing utility systems to streamline operations. By centralizing metering information, the software aims to improve resource management and operational efficiency for utility providers.

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Logo of MECOMS 365

MECOMS 365

By Ferranti

3.6
(5 Ratings)

MECOMS 365 is a software designed to support utility companies in managing their customer information, billing, meter data, and operations. The software integrates with Microsoft Dynamics 365 to deliver functionality for customer engagement, service management, and asset monitoring. It enables automation of processes such as meter reading collection, invoicing, and contract management. MECOMS 365 facilitates data analytics for improved decision-making and regulatory compliance within energy and utility sectors. By supporting workflows from customer onboarding to servicing and billing, the software addresses the need for streamlined management of complex utility operations, helping organizations address challenges associated with data accuracy, process efficiency, and resource optimization.

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Logo of Connexo

Connexo

By Honeywell

4.5
(4 Ratings)

Connexo is a software that provides utilities with tools for managing smart metering infrastructure and connected devices. The software supports the collection, monitoring, and analysis of data from a range of utility devices, including electricity, gas, and water meters. Connexo is designed to help utilities streamline device onboarding, improve operational efficiency, and support regulatory compliance. It enables utilities to aggregate and process metering data, automate workflows, detect potential issues in the network, and manage firmware and configurations remotely. Through its features, Connexo addresses challenges related to data integration, device lifecycle management, and the efficient operation of utility distribution networks.

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Logo of Energyworx Platform

Energyworx Platform

By Energyworx

4.6
(4 Ratings)

Energyworx Platform is a software designed to help utilities and energy companies manage and analyze large volumes of energy data. The software provides tools for ingesting, storing, and processing time-series data, enabling users to perform tasks such as load forecasting, meter data management, and billing validation. It offers configurable data models, advanced analytics, and customizable workflows aimed at supporting operational efficiency, regulatory compliance, and data-driven decision-making. The software addresses the challenge of integrating diverse data sources and delivering scalable data management capabilities for organizations dealing with complex energy data environments.

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Logo of GENERIS Platform (Legacy)

GENERIS Platform (Legacy)

By Hansen

4.3
(3 Ratings)

GENERIS Platform (Legacy) is a software provided by Hansen Technologies designed to support the utility and energy sectors by enabling the management of customer information, billing processes, and service transactions. The software features modules for handling account management, invoice generation, payment processing, and usage analytics, streamlining the administration of customer interactions and financial transactions. It addresses business requirements for efficient customer data handling, accurate billing, and regulatory compliance, offering configuration options to support varying market rules and operational needs. The software facilitates automation of manual tasks and integration with external systems to enhance workflow efficiency and data accuracy for organizations managing utility services.

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Logo of Zonos Platform

Zonos Platform

By Cuculus

4.3
(3 Ratings)
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Logo of EIServer (Legacy)

EIServer (Legacy)

By Honeywell

4.3
(2 Ratings)

EIServer (Legacy) is a software developed for industrial process control and data management applications. The software enables users to collect, store, and process real-time data from various industrial systems to facilitate monitoring and analysis. EIServer (Legacy) supports integration with different operational technologies and control systems, offering features for data visualization, reporting, and alarm management. It is designed to assist organizations in managing large volumes of process data, improving operational efficiencies, and ensuring regulatory compliance by reliably archiving data and events from distributed sources. The software addresses challenges related to data accessibility, system integration, and historical data retrieval within industrial environments.

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Logo of UtilityIQ

UtilityIQ

By Itron

3
(2 Ratings)

UtilityIQ is a software developed by Itron that manages advanced metering infrastructure for electric utilities. The software delivers near real-time data processing, monitoring and control capabilities for smart meters and distribution networks. UtilityIQ provides centralized access to consumption data, outage detection, and system alerts to support efficient grid operations. The software enables utilities to manage meter data collection, conduct remote meter readings and troubleshoot device issues, which supports improved operational efficiency and service reliability for energy providers. UtilityIQ helps address business challenges such as reducing manual meter reads, optimizing power distribution, and enhancing identification of system faults.

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Logo of bSmart MDM

bSmart MDM

By BCITS

4
(1 Rating)

bSmart MDM is a software designed to facilitate meter data management in utility sectors. It automates the process of collecting, validating, storing, and analyzing data from smart meters, helping utility businesses manage metering infrastructure efficiently. The software supports the integration of data from various meter types, provides functionalities for real-time monitoring, and assists in the detection of losses and anomalies in energy distribution. It addresses business requirements such as accurate billing, demand forecasting, and energy audit compliance by ensuring reliable data acquisition and reporting. The software also allows for scalable management of devices and meters, enhancing operational efficiency without manual intervention.

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Logo of C3 Revenue Protection (Legacy)

C3 Revenue Protection (Legacy)

By C3 AI

2
(1 Rating)

C3 Revenue Protection (Legacy) software is designed to help organizations safeguard their revenue streams through advanced analytics and machine learning. The software enables the identification and mitigation of potential revenue loss by monitoring transactions, detecting anomalies, and analyzing patterns that may indicate fraudulent activities or errors. By integrating with existing business systems, the software provides automated alerts and actionable insights, supporting financial oversight and ensuring data accuracy. The solution assists organizations in addressing challenges related to revenue leakage and compliance, improving visibility into financial operations and supporting decision-making processes.

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Logo of EBASE

EBASE

By Energy21

5
(1 Rating)

EBASE is a software developed to support organizations in managing energy data and streamlining processes in energy and utilities domains. The software enables users to centralize and automate tasks related to energy operations, including handling market communication, optimizing portfolio management, processing settlements, and facilitating compliance with sector regulations. EBASE provides integration capabilities with various systems and helps in tracking and analyzing consumption, production, and transaction data. The software aims to enhance transparency, operational efficiency, and data accuracy in business workflows for entities working with energy trading, distribution, and supply.

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Features of Meter Data Management Systems

Updated January 2026

Mandatory Features:

  • Business optimization: Profile scalar meter data and aggregate them based on business rules

  • Tracking: Track meter inventory (but not necessarily managing the entire meter asset life cycle)

  • Data collection: Collect, validate, edit and estimate data from metering headend systems

  • Event management: Manage meter notification events (such as “last gasp,” also known as power-off notification)

  • Data management: Manage exceptions, anomalies and outliers in the data

  • Billing: Calculate billing determinants to support products (tariffs)

Gartner Research

Market Guide for Meter Data Management Systems

Popular Product Comparisons

SAP Cloud for Energy vs Utilities Meter Data ManagementFluentgrid MDMS vs Utilities Meter Data ManagementFluentgrid MDMS vs Itron Enterprise Edition Meter Data ManagementGridstream Meter Data Management System (MDMS) vs Utilities Meter Data ManagementAVEVA PI System vs Utilihive

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