Alternatives to AVEVA PI System
Compare AVEVA PI System alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to AVEVA PI System in 2026. Compare features, ratings, user reviews, pricing, and more from AVEVA PI System competitors and alternatives in order to make an informed decision for your business.
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StarTree
StarTree
StarTree, powered by Apache Pinot™, is a fully managed real-time analytics platform built for customer-facing applications that demand instant insights on the freshest data. Unlike traditional data warehouses or OLTP databases—optimized for back-office reporting or transactions—StarTree is engineered for real-time OLAP at true scale, meaning: - Data Volume: query performance sustained at petabyte scale - Ingest Rates: millions of events per second, continuously indexed for freshness - Concurrency: thousands to millions of simultaneous users served with sub-second latency With StarTree, businesses deliver always-fresh insights at interactive speed, enabling applications that personalize, monitor, and act in real time.Starting Price: Free -
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Ignition SCADA
Inductive Automation
Ignition SCADA by Inductive Automation® combines an unlimited licensing model, with instant web-based deployment, and the industry-leading toolset for supervisory control and data acquisition (SCADA) — all on one open and scalable universal platform. Ignition is The New SCADA because it solves all the major pain points of old SCADA . Ignition empowers your business to easily control your processes, and track, display, and analyze all your data, without limits. Ignition SCADA software comes standard with a comprehensive set of data acquisition tools which includes built-in OPC UA to connect to practically any PLC, and the ability to seamlessly connect to any SQL database. Ignition can also turn any SQL database into a high-performance industrial historian and connects to IIoT devices through MQTT.Starting Price: $1620 one-time fee -
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PARCview
dataPARC
Enable data-driven decision-making on the plant floor and across your enterprise. Improve your company’s decision-making and troubleshooting capabilities with our real-time manufacturing analytics software. PARCview provides a single source of truth for all your manufacturing data. Aggregate disparate data from machines and manufacturing systems such as ERP, MES, lab, & quality systems, to develop the insights that drive continuous improvement. Give your operators, engineers, & SMEs the power to develop data-driven solutions to your most challenging process issues. Give them PARCview – the most flexible, powerful, & easy-to-use industrial analytics toolkit available. -
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Predix Platform
GE Digital
Predix Platform is the place where industry runs. As a scalable, asset-centric data foundation, it is a comprehensive and secure application platform that can run, scale, and extend digital industrial solutions. The platform delivers shared capabilities that industrial applications require: asset connectivity, edge technologies, analytics and machine learning, big data processing, and asset-centric digital twins. Designed as a distributed application platform, Predix Platform is optimized for high volume, low latency, and integration-intensive data management and analytics-driven outcomes. Predix Essentials is a complete solution for industrial monitoring and event management. Predix Essentials brings you the power of the Predix Platform, with asset connectivity, edge-to-cloud data processing and a feature-rich user console—packaged and pre-configured for rapid results. No development required. -
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dataPARC Historian
dataPARC
Get better performance from your time-series data with the dataPARC Historian, an enterprise-grade solution designed to elevate industrial data operations to new heights. The dataPARC Historian simplifies complex data sharing, ensuring seamless collaboration across departments with enhanced security and performance. Its compatibility with external AI, ML, and cloud applications via an open architecture increases adaptability and strategic insights. Experience rapid data access, enriched manufacturing intelligence, and a platform that grows with your business needs. dataPARC historian is the smart choice for enterprises aiming for the forefront of operational excellence. The dataPARC historian is more than a data historian; it's a gateway to unlocking greater flexibility and efficiency in leveraging your time-series data. It's crafted for those who demand reliability, speed, and intuitive use, making every data interaction impactful. -
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VPVision
VPInstruments
VPVision is the complete real-time energy monitoring/ condition monitoring solution offering enterprise level functionality. Both on-premise as in the cloud. Thanks to the latest web technology, you can view your data anywhere at any time, add easily channels, customize dashboards, and create your own reports. VPVision is your guiding hand to target efficiency, reliability and operational excellence! Using the latest web-based technology, it enables you to view data anywhere at any time. VPVision analyzes energy a and makes your savings potential transparent. VPVision enables you to see the true costs of all utilities, including compressed air, technical gases, steam, vacuum, natural gas, electricity, wastewater, heating fuels, etc. VPVision is extremely flexible and adaptable, it fits both small/medium enterprises as large corporations looking for multi-site energy management.Starting Price: 110 -
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X-Force Historian
SSM InfoTech Solutions
X-Force Historian is used to capturing and store high-fidelity industrial big data, to unlock trapped potential for operational improvements. Historian’s ability to handle millions of tags provides plenty of capability to collect and store your vital process data. Monitor a single process or an entire facility. Store data locally and aggregate at the enterprise level, fulfilling the most demanding analysis and reporting requirements. Historians preserve everything from short-term diagnostics to long-term records needed to support regulatory requirements. X-Force Historian is a high-performance time series data historian which is scalable up to 1 Lakh tags with performance up to 30k samples/seconds. It is a high-performance process historian, capable of storing huge volumes of data generated from today’s industrial plants. It enables faster, more informed decisions while keeping everyone informed on operational performance. -
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Factry Historian
Factry
Factry Historian is the world’s go-to open platform to collect, integrate, and visualise industrial process data. By empowering people and teams with data-driven insights, it drives continuous improvement and innovation. Factry’s software integrates real-time data from any source across multiple sites, offering a comprehensive view of operations. It blends seamlessly into your existing setup, making data analysis frictionless, visual, and engaging. Whether it is through customisable dashboards, a built-in event module, or integration with other tools, Factry Historian delivers the insights you need to reduce downtime, cut costs, and radically enhance your plant’s performance. Key features: -Automated data collection & analysis -Real-time operational insights -Customisable dashboards -Advanced root-cause analysis -Cross-site performance comparison -Scalable data management -Integrate AI & ML applications -Event detection & analysis -Legacy & Modern protocol support -
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Hyper Historian
Iconics
ICONICS’ Hyper Historian™ is an advanced 64-bit high-speed, reliable, and robust historian. Designed for the most mission-critical applications, Hyper Historian's advanced high compression algorithm delivers unparalleled performance with very efficient use of resources. Hyper Historian integrates with our ISA-95-compliant asset database and the latest big data technologies, including Azure SQL, Microsoft Data Lakes, Kafka, and Hadoop. This makes Hyper Historian the most efficient and secure real-time plant historian for any Microsoft operating system. Hyper Historian includes a module for automatic or manual insertion of data, empowering users to import historical or log data from databases, other historians, or intermittently connected field devices and equipment. This also provides for greatly increased reliability in capturing all data, even when network disruptions occur. Leverage rapid collection for enterprise-wide storage. -
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Information is a key asset in business today. To achieve sustainable competitive advantage, utilities must be able to adapt quickly to change. Reduced time to decision and action is critical to improving quality and productivity. The timely collection, transformation, and distribution of reliable information is a significant issue. Easy and flexible data access is essential for all operational and business decisions. All users, including operators, managers, engineers, and maintenance supervisors, have unique requirements and viewing preferences for information. S+ Operations’ integrated information management capability provides support at every organizational level to improve efficiency and profitability. S+ Operations enables the viewing of real-time data and historical information simultaneously in one display. Fully redundant design and flexible architecture to accommodate customer needs. Most powerful historian server that incorporates process.
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Zenith Technologies Data Historian
Cognizant
Zenith Technologies Data Historian team specializes in delivering Data Historian systems that collect, store, analyze, and visualize information from a diversity of plant floor and business sources to enable our clients to have real-time manufacturing intelligence solutions. Our manufacturing intelligence consultants provide data services using the OSIsoft PI Data Historian, the industry-leading process historian and specialize in high-end skills such as data integration, warehousing, and visualization. Services range from System Configuration and Installation to the creation of reports and data visualizations. Our engineers have many years of experience setting up and maintaining Plant Historian packages that enable our clients to drive behavior change, improve management decision making and demonstrate compliance. Our team consists of experts who have executed numerous historian implementations within the pharma/GxP environment. -
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AVEVA Historian
AVEVA
AVEVA Historian simplifies the most demanding data reporting and analysis requirements. Historian can be deployed to monitor a single process or an entire facility, storing data locally and aggregating data at the corporate level. Eliminating multiple versions of plant operating data in this way increases productivity, reduces errors, and lowers operating costs. Unlike conventional relational databases that are not well-suited to production environments, Historian handles time-series data, as well as alarm and event data. Unique “history block” technology captures plant data hundreds of times faster than a standard database system and utilizes a fraction of the conventional storage space. Historian will maintain the data integrity needed for the most demanding requirements. AVEVA Historian manages low bandwidth data communications, late-coming information, and even data from systems with mismatched system clocks. Ensuring high-resolution data is captured accurately every time. -
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zenon
COPA-DATA
zenon is an industry-leading software platform that makes the engineering and automated operation of manufacturing and infrastructure equipment incredibly easy. Whether working in manufacturing or in the energy industry, zenon can help you reach and sustain your operational goals. zenon is working completely vendor-independent in any hard- and software environment with 5,000+ clients worldwide including many Fortune Global 500s such as Toyota, Pfizer, Ford Motor, Volkswagen, Saudi Aramco, Abbott, AB InBev, Microsoft, BMW, Coca Cola, Nestlé, Baxter, Mondelēz, Texas Instruments or GE Energy. zenon connects and manages any data in one system, tracks and controls any process in real-time with powerful SCADA and HMI solutions, allows for better insights to make smarter decisions, and presents a powerful base to design any kind of industrial application in a no-code engineering environment. -
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Dewesoft Historian
DEWESoft
Historian is a database software service for long-term and permanent monitoring. It provides storage in an InfluxDB time-series database for long-term and permanent monitoring applications. Monitor your vibration, temperature, inclination, strain, pressure, and other data with a self-hosted or fully cloud-managed service. Standard OPC UA protocol is supported for data access and integration into our DewesoftX data acquisition software or SCADAs, ERPs, or any other OPC UA clients. Data is stored in a state-of-the-art open-source InfluxDB database. InfluxDB is an open-source time-series database developed by InfluxData. It is written in Go and optimized for fast, high-availability storage and retrieval of time series data in fields such as operations monitoring, application metrics, Internet of Things sensor data, and real-time analytics. Historian service can either be installed locally on the measurement unit, or your local intranet, or we can provide a fully cloud-managed service. -
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Proficy Historian
GE Vernova
Proficy Historian is a best-in-class historian software solution that collects industrial time-series and A&E data at very high speed, stores it efficiently and securely, distributes it, and allows for fast retrieval and analysis —driving greater business value. With decades of experience and thousands of successful customer installations around the world, Proficy Historian changes the way companies perform and compete by making data available for asset and process performance analysis. The most recent Proficy Historian enhances usability, configurability and maintainability with significant architectural improvements. Take advantage of the solution’s simple yet powerful features to unlock new value from your equipment, process data, and business models. Remote collector management with UX. Horizontal scalability that enables enterprise-wide data visibility. -
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DataHUB+
VROC
DataHUB+ is a next generation data historian, for real-time monitoring of assets and systems across an entire network. Built in analytics and data visualization tools allow for rapid insights so you have a clear overview of what is happening in your plant, facility or city at all times. Equipment agnostic ensures that data can be integrated from any IoT device, sensor or piece of equipment. Data is stored securely and reliably, eliminating duplicated data throughout the organization, with DataHUB+ becoming the source of truth. DataHub+ doesn’t rely on expensive IT infrastructure like traditional process data historians. DataHUB+ automatically checks the data quality as it is ingested, alerting teams if there are problems with the data quality. The automatic pre-processing of data, means it is ready for data analytics and AI, eliminating data wrangling. Teams can produce reports, get alerts and easily track KPIs using DataHUB+. Let your data power your future. -
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Honeywell Connexo
Honeywell
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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eLynx Technologies
eLynx Technologies
Operators with an existing SCADA system use the eLynx Data Historian service to provide their users with mobile app access, meaningful data visualizations, and modern data analysis and integration capabilities. Extract, transform and load (ETL) existing system data automatically using the eLynx data snapshot client. Send SCADA data via MQTT to the eLynx Azure IoT Hub. Bidirectional capability is supported by some SCADA systems allowing users to send commands back to the in-house SCADA system via MQTT. Customize what users are able to see and do within the application. Have role-based security for field operators, office personnel, and third party users. Allow users to create their own views, trends, and reports. Users can share their configurations with other users or keep them private. Make it easy for users to always go straight to the data they need by letting them set their own home page, favorites, and default views. -
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Honeywell Smart Energy
Honeywell
Honeywell is transforming the energy enterprise of today by evolving the energy grid of tomorrow. Our data-driven IoT technologies and system solutions are transcending utility business models through smarter insights, greater optimization, increased reliance, and enhanced safety. We’re pairing our expertise in smart metering technology with grid innovations and edge-to-cloud intelligence to meet the needs of our changing world. The foundation for digital demand, smart utilities, and smart cities. Solutions that empower utilities to better balance resources, grid stability, efficiency and customer satisfaction. It’s time to transform your gas operations. Providing greater flexibility, reliability, efficiency, and enhanced safety, Honeywell is evolving how gas flows. Unlock the power of your data and boost operational efficiency with our next-generation connected IoT technologies. Learn how you can remotely monitor your assets, and collect and analyze critical data. -
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FactoryTalk Historian
Rockwell Automation
It is time to retire the warn-out clip boards and tedious transcription of critical plant performance data. FactoryTalk® Historian software captures operational process data from multiple sources at lightning speed. You gain a supreme level of supervisory control, performance monitoring and quality assurance with robust FactoryTalk Historian software that can scale from machine to enterprise. Reliably recording time-series records at this pace would be impossible, even for your most caffeinated plant-floor record keeper. FactoryTalk Historian dashboards take that work off your hands. Plus, the added confidence in forecasting trends with reliable data will generate new level of productivity. With FactoryTalk Historian Site Edition (SE), data across your plant and enterprise can’t hide. Redundancy and high availability ensures continuous access to key plant data. -
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Codra Panorama
Codra
In order for each device to contribute to the overall intelligence of a plant, it must be able to communicate with third-party systems. Identifying and adjusting the speed, volume and security level of these information flows is therefore essential to ensure the overall consistency of the system. An optimized chain of communication ensures all these requirements are met through the use of appropriate protocols and communications standards. Does your plant require real-time management of critical data or for performance purposes? If so, you need appropriate communications equipment and a robust communications infrastructure. Data flows back and forth between often quite different devices on the ground and an industrial information system. This usually requires various communication protocols that must be integrated and their data made available to the SCADA system. -
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BEACON
Badger Meter
Cloud‑based BEACON Software as a Service (SaaS) offers a utility management and consumer engagement solution to meet meter reading, proactive exception management, and reporting needs. The BEACON SaaS solution utilizes powerful ORION endpoints to capture interval meter reading data through cellular, fixed network, or mobile communication technologies. It delivers 15‑minute interval data up to four times daily, providing comprehensive analytics and a holistic view of water utility and metering system performance. Users gain instant access to all metering data and system alerts via an intuitive user interface with exhaustive custom reporting capabilities. It supports proactive exception management with timely alerts and real‑time notifications to resolve operational and customer‑service issues. APIs enable seamless integration with customer information systems (CIS), billing, and other utility systems. As a cloud‑based solution, BEACON SaaS ensures flexibility. -
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Enertiv
Enertiv
Commercial real estate is becoming increasingly difficult to operate as rising expectations from tenants and investors compound uncertain topline growth, a difficult labor market, and siloed CRE technology adoption. Enertiv meets you where you are, whether that's transitioning from manual and paper-based processes to digital and automated, or integrating real-time data to unlock continuous commissioning and predictive insights. Enertiv consistently increases NOI by 21 cents per square foot or more by directly reducing energy and maintenance expenses, increasing tenant utility recovery, and avoiding expensive repairs and other capital expenditures. Enertiv transforms granular activity and sensor data into simple 0-100 scores so asset managers can better understand cost drivers, effectively allocate time and resources, and future proof against reporting requirements. -
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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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Scribble Data
Scribble Data
Scribble Data empowers organizations to enrich their raw data and easily transform it to enable reliable and fast decision-making for persistent business problems. Data-driven decision support for your business. A data-to-decision platform that helps you generate high-fidelity insights to automate decision-making. Solve your persistent business decision-making problems instantly with advanced analytics powered by machine learning. Rest easy and focus your energy on critical tasks, while Enrich does the heavy lifting to ensure the availability of reliable and trustworthy data for decision-making. Leverage customized data-driven workflows for easy consumption of data, and reduce your dependence on data science and machine learning engineering teams. Go from concept to operational data product in a few weeks, not months with feature engineering capabilities that can prepare high volume and high complexity data at scale. -
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Mainlink
Mainlink
Mainlink’s meter data management platform ( is a cloud-based, managed SaaS solution for collecting, validating, and analyzing water and utility meter data at scale. The platform is operated and maintained by Mainlink, with secure access provided through web and mobile applications. It supports smart metering and Advanced Metering Infrastructure (AMI) use cases, enabling submetering service providers, Read-Bill-Collect (RBC) companies, and utilities to automate meter readings, maintain reliable consumption history, and monitor LoRaWAN network performance, meter health, and leak notifications. Meter data can be integrated into billing systems or other third-party platforms via API. The platform is designed for ultrasonic & smart meters and includes mobile applications for installers, property managers, and residents. These tools simplify meter installation, data verification, leak visibility, and consumption transparency while reducing manual effort and repetitive data verification.Starting Price: $0 -
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EnergyVIEW
SystemView
An important element of making an industrial organization more efficient is managing energy consumption. A great way to do this is to use smart energy metering. Real-time power measurement monitors the amount of electricity consumed by a residence, business, or electrical device. Electricity meters are typically calibrated in billing units. Periodic readings of electric meters measure your energy use, which the electric company then uses for billing. Any company or organization that wants to run its operation more efficiently needs accurate data about its energy use. Real-time energy measurement informs companies of their immediate energy consumption. Smart energy metering and monitoring in real-time is crucial to take control of the three main factors that contribute to energy cost source of the energy, the amount of energy used, and the efficiency of your energy use. By installing a power meter for real-time monitoring, any energy product with a measurement interface can be tracked. -
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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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bSmart MDM
BCITS
Experience AMI at its best with bSmart MDM bSmart MDM is a commercial off-the-shelf (COTS), robust meter data management system which empowers the utilities to reap the real benefits of the AMI(Advanced Metering Iinfrastructure) system by utilizing the key features of smart meters to the fullest . bSmart MDM together with its fleet of supporting mobile and web applications enables utilities to improve their operation efficacy, reduce overheads, Improve Meter data quality, improve Revenue Protection and enhance customer satisfaction. bSmart has been built on best industry practices using the latest technology advancements in IT, and using best open source technologies available in market. BCITS with its blend of domain knowledge, field experience and IT expertise has built bSmart MDM to help utilities to actually optimize and improve their meter to cash flow, reduce the operating cost and recover the implementation cost faster. -
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AtlasEVO Energy Monitoring System
NewFound Energy
Designed with larger sites in mind such as those in the manufacturing or industrial sectors. Also suited to any site with multiple metering points to monitor, the AtlasEVO Energy Monitoring System puts the data you need to reduce energy use, carbon emissions, & costs at your fingertips. Monitor the use of electricity, gas, water, or any other resource that can be metered. Improve energy efficiency & reduce environmental impact throughout your site. View Real-time and historic energy use data. Analyze the energy use patterns of individual production lines, machinery, departments, & whole sites. Highlight wasteful practices, inefficient equipment, areas of high or unexpected/unnecessary consumption. Identify opportunities to reduce energy use, cut carbon emissions, and lower costs. Implement energy saving measures and immediately see the measurable improvements. Confirm on-going savings from improved energy management practices. -
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ZONOS IoT Platform
Cuculus
Manage millions of smart meters efficiently. As a multi-utility Head End System (HES), the IoT platform enables the management and control of large and complex smart metering infrastructures. For Meter Data Management (MDM), the IoT platform provides processed meter data for upstream business applications, such as billing systems. Head End System (HES) and Meter Data Management (MDM) can be integrated into a single system, avoiding data redundancy and allowing cost savings. The IoT platform supports electricity, water, gas, heat, and cooling utilities, and has the ability to communicate to both residential and industrial meters. We provide out-of-the-box capabilities for more than 200 different types of smart meters and other devices. Benefit from an open solution that supports any kind of communication technology. The IoT Platform collects new data points from connected smart meters every 15 minutes, and sometimes data collection is at an even higher frequency. -
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MECOMS Meter Data Management
MECOMS
MECOMS Meter Data Management (MDM) focuses on data quality and controlling the information flood. It is a full-fledged MDM system, handling all aspects of meter data collection, validation, and calculation to turn raw meter readings into reliable consumption data. MECOMS provides two-way communication with smart meters and is able to process large volumes of smart metering data. We also handle Automatic Meter Reading (AMR) as a core process. It can easily integrate with existing systems, such as MV90, but also communicates natively with other automatic meters. MECOMS has the necessary functionalities to receive metering data from various sources. On the one hand, are end customers able to provide their index values via a self-service portal? Our smart data application server on the other hand allows you to receive smart metering data directly from the meter or via an integration. On top, the platform allows you to create tours and send out meter readers to collect reads in the field. -
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Canary Historian
Canary
The beauty of the Canary Historian is that the same solution works as well on site as it does for the entire enterprise. You can log data locally, while sending it to your enterprise historian simultaneously. Best of all, as you grow, so does the solution. A single Canary Historian can log more than two million tags, and multiple Canary Historians can be clustered to handle tens of millions of tags. Enterprise historian solutions can be hosted in your own data centers or in AWS and Azure. And, unlike other enterprise historian solutions, Canary Historians don't require specialized teams of ten and more to maintain them. The Canary Historian is a NoSQL time series database that uses loss-less compression algorithms to provide you the best of both worlds, high-speed performance without requiring data interpolation!Starting Price: $9,970 one-time payment -
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Landis+Gyr Gridstream MDMS
Landis+Gyr
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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CelerData Cloud
CelerData
CelerData is a high-performance SQL engine built to power analytics directly on data lakehouses, eliminating the need for traditional data‐warehouse ingestion pipelines. It delivers sub-second query performance at scale, supports on-the‐fly JOINs without costly denormalization, and simplifies architecture by allowing users to run demanding workloads on open format tables. Built on the open source engine StarRocks, the platform outperforms legacy query engines like Trino, ClickHouse, and Apache Druid in latency, concurrency, and cost-efficiency. With a cloud-managed service that runs in your own VPC, you retain infrastructure control and data ownership while CelerData handles maintenance and optimization. The platform is positioned to power real-time OLAP, business intelligence, and customer-facing analytics use cases and is trusted by enterprise customers (including names such as Pinterest, Coinbase, and Fanatics) who have achieved significant latency reductions and cost savings. -
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Orbit MDM
PCS
Orbit Meter Data Management (MDM) is a middleware software system that associates the information from the meters through the AMI system and culminates in the utility’s CIS system. Routinely, Orbit MDM collects over 3,600,000 annual reads of raw AMI data from a single meter and transforms that into graphical depictions and concise customer use information. Data management inherent with the MDM system affords to retrieval of current and historical information from interval meter reads as frequently as every 5 minutes. Responding to customer inquiries as well as first-hand monitoring of distribution assets such as transformers and meters, is a standard function of the Orbit MDM system. Multiple service types such as electrical, water, and gas are easily managed by directly selecting a tab. Similarly, changing viewing information from any year, month or day period is also easily performed with the Orbit MDM system. Interfaces are available today for all major AMI vendor systems. -
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Dremio
Dremio
Dremio delivers lightning-fast queries and a self-service semantic layer directly on your data lake storage. No moving data to proprietary data warehouses, no cubes, no aggregation tables or extracts. Just flexibility and control for data architects, and self-service for data consumers. Dremio technologies like Data Reflections, Columnar Cloud Cache (C3) and Predictive Pipelining work alongside Apache Arrow to make queries on your data lake storage very, very fast. An abstraction layer enables IT to apply security and business meaning, while enabling analysts and data scientists to explore data and derive new virtual datasets. Dremio’s semantic layer is an integrated, searchable catalog that indexes all of your metadata, so business users can easily make sense of your data. Virtual datasets and spaces make up the semantic layer, and are all indexed and searchable. -
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EDAMS Assets Management
Hydro-Comp Enterprises
The EDAMS Asset Management Systems cover the Entire Life Cycle of Assets with the purpose of monitoring, operating, maintaining, upgrading/ rehabilitating, and disposing of/ replacing assets cost-effectively while maintaining a desired level of service. Creation and maintenance of reliable industry-specific asset registers. Maintenance management aimed at the improvement of productivity, efficiency and service delivery. Asset Management Planning aimed at minimizing the costs of asset ownership and sustaining the infrastructure in a proper working condition and. Network analysis aimed at cost-optimal infrastructure upgrading and maximizing the use of existing assets. Utility GIS & Data Management. Solar Parks Asset Management. Natural Resources GIS & Data Management. Maintenance Management. Asset Management Planning. Network Modelling-Water & Sanitation. -
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Itron Enterprise Edition (IEE) Meter Data Management System (MDMS) is an industry-leading data management solution for residential gas, water and electric meters, C&I meters and IoT sensors. Our ever-evolving platform provides you with the flexibility, value and functionality needed regardless of your deployment size. For the larger IOU market, IEE MDMS is a highly scalable enterprise application that centralizes the collection, processing, storage and complex analysis of smart device data, device events and alarms. For the municipal and cooperative market, IEE Essentials provides you with the focused capabilities of our industry-leading IEE MDMS to address your needs without sacrificing features or capabilities of the standard IEE offering, all while delivering a cost-effective solution. IEE is the most globally deployed meter data management system in the world. Our installed base comprises over 100 customers across six continents with more than 45 million meters in production.
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SHREWD Platform
Transforming Systems
Harness your whole system’s data with ease, with our SHREWD Platform tools and open APIs. SHREWD Platform provides the integration and data collection tools the SHREWD modules operate from. The tools aggregate data, storing it in our secure, UK-based data lake. This data is then accessed by the SHREWD modules or an API, to transform the data into meaningful information with targeted functions. Data can be ingested by SHREWD Platform in almost any format, from analog in spreadsheets, to digital systems via APIs. The system’s open API can also allow third-party connections to use the information held in the data lake, if required. SHREWD Platform provides an operational data layer that is a single source of the truth in real-time, allowing the SHREWD modules to provide intelligent insights, and managers and key decision-makers to take the right action at the right time. -
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Fluentgrid MDMS
Fluentgrid
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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Oracle Utilities
Oracle
Thrive in a sustainable, affordable energy and water future. Deliver outstanding customer experiences, improve energy efficiency, and manage networks and assets so you can deliver essential services to your communities every day. Connect customer care, billing, metering, and device management to grow revenue and resolve issues faster. Capture, manage, and analyze advanced meter and device data to accelerate billing cycles and drive operational efficiency. Acquire and engage customers with personalized selling and marketing communications that inspire. Harness AI and behavioral science to drive change and shift peak demand—one customer at a time. Predict and prevent problems throughout the lifecycle of your physical assets. Bring efficiency to work management, maintenance, and operations. -
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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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Informatica Data Engineering
Informatica
Ingest, prepare, and process data pipelines at scale for AI and analytics in the cloud. Informatica’s comprehensive data engineering portfolio provides everything you need to process and prepare big data engineering workloads to fuel AI and analytics: robust data integration, data quality, streaming, masking, and data preparation capabilities. Rapidly build intelligent data pipelines with CLAIRE®-powered automation, including automatic change data capture (CDC) Ingest thousands of databases and millions of files, and streaming events. Accelerate time-to-value ROI with self-service access to trusted, high-quality data. Get unbiased, real-world insights on Informatica data engineering solutions from peers you trust. Reference architectures for sustainable data engineering solutions. AI-powered data engineering in the cloud delivers the trusted, high quality data your analysts and data scientists need to transform business. -
45
EPMware
EPMware
Master Data Management And Data Governance. Plug and play adapters for oracle hyperion, onestream, anaplan, and more. The Leader in Performance Management Master Data On-Premise or Cloud Designed to include the Business User in MDM and Data Governance With built-in application intelligence, managing hierarchies and data governance in EPMware becomes a seamless process, creating dimensional consistency across all subscribing applications. With our one-click integration process, hierarchies are visualized and modeled in a request with real time data governance for error proof and audited metadata updates. Using EPMware’s workflow capabilities, metadata can be reviewed, approved and deployed to on-premise and cloud applications. No files to extract or load, no manual intervention, just a seamless and audited metadata integration, out of the box. Integration and Validation Focus EPMware includes native and pre-built integration support for the most widely used EPM and CPM technologies -
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READi System
OpSolve
READi™ System facilitates operational excellence by providing robust workflow management functionality configured to align with your business processes. In addition, READi™ System provides the core customer data and customer relationship management features that support your efforts to build better (and more profitable) relationships with your customers. Customer care is really all about providing your customers with the highest possible level of service. The READi™ Express, web-based, CRM platform, can provide your organization with the tools it needs to raise customer service to new levels while improving your efficiency and bottom line. The presentation layer (screen design) is the best in the industry. READi™ System makes customer enrollment smoother by providing complete order entry, turn-on work order, customer notification, and initial billing easier and more efficient.Starting Price: $25000.00/one-time -
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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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Scuba
Scuba Analytics
Self-service analytics at scale. Whether you’re a product manager, the head of a business unit, a chief experience officer, a data scientist, a business analyst, or an IT staffer - you’ll appreciate how simple Scuba makes it to access your data and immediately begin mining it for insights. Whether you’re trying to understand the behavior of your customers, your systems, your apps – or anything else associated with actions taken over time – Interana is the only analytics platform that lets you move beyond dashboards and static reports, to a mode where you and your team can interactively explore your data in real-time to see not just what is happening in your business, but why. With Scuba you're never waiting for your data. All of your data is always available, so you can ask questions as quickly as you can think of them. Scuba is designed for everyday business users, so there’s no need to code or know SQL. -
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Fernhill SCADA
Fernhill Software
Fernhill SCADA is a scalable SCADA offer based on a client server architecture. Supports multiple clients and redundant architectures. Easy to use and setup. Drivers for common PLCs: Allen Bradley, Mitsubishi Melsec, Omron, Siemens S7 & more. Open protocol drivers for: BACnet, DNP3, Modbus. Supports open data access interfaces including OPC UA, OPC Classic, ODBC, MQTT & more. Built-in historian and trending. Configured using a single Integrated Development Environment (IDE). The runtime works across multiple platforms including Windows, Linux, macOS, Android and iOS. Free runtime - deploy any number of SCADA systems with one low cost developer license.Starting Price: Free runtime -
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Pickaxe
Pickaxe Foundry
Give your business the power of hundreds of data scientists and analysts. AI powered data analytics that anyone can use and understand. Stop just spending all your time pulling data to explain what has happened, and instead focus on building a persuasive story of what you should do next. Pickaxe does it all for you, in realtime, with AI-powered dashboards and deep human insights. Your data platform can tell you ‘what’ is happening, but can it also tell you ‘so what’ and ‘now what’?
