Alternatives to Factry Historian
Compare Factry Historian alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Factry Historian in 2026. Compare features, ratings, user reviews, pricing, and more from Factry Historian competitors and alternatives in order to make an informed decision for your business.
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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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Factory Harmonizer
SimAnalytics
SimAnalytics' Factory Harmonizer is an industrial analytics platform that blends real-time production data with automated machine learning to deliver actionable insights that help operators and engineers improve efficiency, stability, quality, and sustainability across continuous and batch manufacturing processes. It simplifies complex production data by visually presenting root causes of disturbances and opportunities for optimization, offering real-time monitoring, customizable dashboards, and intuitive web-based interfaces that reduce time spent on data interpretation. It seamlessly integrates with distributed control systems, historian databases, laboratory and quality management systems, and includes modules like FH Cycle for batch process control, FH Harmony for holistic production stability analysis, and FH Soft Sensors for real-time estimation of difficult or costly-to-measure variables, enabling proactive adjustments and reduced waste. -
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AVEVA PI System
AVEVA
The PI System unlocks operational insights and new possibilities. The PI System enables digital transformation through trusted, high-quality operations data. Collect, enhance, and deliver data in real time in any location. Empower engineers and operators. Accelerate the work of analysts and data scientists. Support new business opportunities. Collect real-time data from hundreds of assets—including legacy, proprietary, remote, mobile, and IIoT devices. The PI System connects you to your data, no matter the location or format. Store decades worth of data with sub-second resolution. Get immediate access to high-fidelity historical, real-time, and predictive data to keep critical operations running and business insights coming. Make data more meaningful by adding intuitive labels and metadata. Define data hierarchies that reflect your operating and reporting environments. With context, you don’t just see a data point, you see the big picture. -
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FactoryKPI Executive
ORCA LEAN
FactoryKPI Executive is a smart factory dashboard designed for upper-level management to monitor and compare plant performance metrics in one centralized platform. The system standardizes KPIs across multiple plants, ensuring consistency and clarity when benchmarking operations. By replacing manual spreadsheets and presentations with automated reporting, it reduces errors and saves valuable time. Executives can access role-based dashboards, secure data storage, and real-time trend analysis for faster decision-making. With optional AI integration, the platform offers insights, regression analysis, and predictive glidepaths to support continuous improvement. FactoryKPI Executive empowers leaders to make data-driven decisions while streamlining plant-to-plant comparisons globally. -
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TrendMiner
TrendMiner
TrendMiner is a fast, powerful and intuitive advanced industrial analytics platform designed for real-time monitoring and troubleshooting of industrial processes. It provides robust data collection, analysis, and visualization enabling everyone in industrial operations for making smarter data-driven decisions efficiently to accelerate innovation, optimization, and sustainable growth. TrendMiner, a Proemion company, is founded in 2008 with our global headquarters located in Belgium, and offices in the U.S., Germany, Spain and the Netherlands. TrendMiner has strategic partnerships with all major players such as Amazon, Microsoft, SAP, GE Digital, Siemens and Aveva, and offers standard integrations with a wide range of historians such as OSIsoft PI, Yokogawa Exaquantum, AspenTech IP.21, Honeywell PHD, GE Proficy Historian and Wonderware InSQL. -
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Exaquantum PIMS
Yokogawa
Exaquantum is one of the most comprehensive Plant Information Management Systems (PIMS) available for process industries. Exaquantum can acquire data from all facets of a process and transform that data into easily usable, high-value, widely distributed information. Exaquantum R3.30 supports gathering alarm and event information from UACS (Unified Alarms and Conditions Server) that was released in CENTUM VP R6.07.10 as a new component. Exaquantum is Yokogawa’s plant historian suite that provides a central database from which information can be extracted and presented to users throughout the organisation, enabling them to achieve safe, reliable and optimal plant operations. Exaquantum turns data into actionable information, enabling the smooth running and optimization of process operations. Event-triggered processing of data into business information. -
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Energy AnalytiX
Iconics
Energy AnalytiX® is an energy monitoring, analysis, and management system that delivers rich, real-time visualization, providing open universal data connectivity and data integration to a wide variety of BMS, SCADA, ERP, and control systems. Managers of any building or plant can utilize this revolutionary smart energy software solution that is intuitive to configure, customize, and operate. Energy AnalytiX includes built-in calculations, analytics, a data historian, reporting, and the visualization needed to take decisive action in order to reduce and manage utility costs and consumption. Energy AnalytiX employs web-based configuration capabilities, including asset navigation that provides intuitive setup and configuration to any level of aggregation. Users can drill down to specific sources of energy inefficiencies and locate suspected consumption offenders. Consumers can be easily cross-compared within the same metrics using roll-up calculations. -
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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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Buzz Radar
Buzz Radar
Real-time, actionable intelligence for everyone. The real-time dashboard displays a range of animated insights to build a clear picture of what's happening with your brand. Built on our award-winning proprietary data visualisation technology, it’s fully interactive, easily customised and massively flexible. No more hours trying to connect your data sources. In a few clicks, connect your marketing platforms easily and securely inside one unified space, and then let our AI uncover powerful insights and display them with meaningful visualisations. Build, customise and share meaningful dashboards in moments. With our revolutionary visualisation builder, there's no need for code or data science expertise. Just select the visualisations you need, tailor the metrics you want to see and adjust the look and feel to match your branding. -
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Flow Software
Flow Software
Collect and collate information from multiple data sources automatically. Flow understands industrial data Historians, SQL Databases, online data stores, IoT, even Excel and text files. Flow embraces manual data entry with configurable input forms. The Flow Information Platform maintains a single version of the truth for your data mining, analytics and decision making. Using the powerful Flow Calculation Engine, create calculated KPI measures from the collected and manually entered data. Perform "roll up" calculations, moving window calculations, future dated predictive calculations, etc. Add context to your KPIs by relating them to production events (e.g. batch, shift team, product changeover, etc.). Evaluate your KPIs against targets or limits and flag areas of concern for further analysis. The Flow Information Platform prepares information for operational and strategic decision support. Using reports and dashboards.Starting Price: $350.00/month -
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Presage Analytics
Presage Analytics
Presage Analytics streamlines safety and quality management by offering a comprehensive system for micro and chemistry testing, ingredient receiving and analysis, sanitation scheduling, batch management, equipment calibrations and more. All results are securely stored. Additionally, our system allows you to proactively identify and address any potential issues with your safety and quality data. Presage is made to help you effectively identify trends and gain detailed insight into the operations of your plants. This includes root-cause relationships, so you can predict when issues are likely to occur. Now, you can easily take real-time corrective action. Presage Analytics offers various features that are specifically built to ensure the safety and security of both you and your employees. These features include real-time monitoring, security alerts, work order management, and customizable dashboard reports. -
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MobiProbe
MobiProbe
World's most advance AI algorithm is as good as the underlying DATA. MobiProbe empowers your business to solve its DATA QUALITY problem. MobiProbe is a real time system performance and engagement measurement workbench for connected devices, systems and applications. MobiProbe provides best in class, powerful and lightweight SDKs and APIs that can seamlessly be integrated into your software system with a single line of code. Thereupon you can track and log any {key:value} defined event and add any number of attributes to your data points. MobiProbe comes with a highly customisable dashboard and reporting system that can be customised specific to your business use case. You can use MobiProbe's built in visualisations, ask us to build a custom one for you or have your analyst connect their preferred data visualisation tool on top of MobiProbe data store.Starting Price: $5.00/month -
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X-Force Energy Management
SSM InfoTech Solutions
X-Force is the Brand Name for the Software solution range developed by SSM InfoTech. The main aim of X-Force is to digitize the ongoing manual processes, reduce paper works and help industry take a step forward for Industry 4.0. With flexible X-Force development environment we fulfills the need of our industrial clients with personalized solution development and Easy interface to use the solution with self-selected options of accessibility. X-Force Historian System is a high-performance time series data historian based on latest MSSQL core scalable up to 1lacs tags with performance of 30k samples/second. XHS provides centralized data collection from various sources and provides process screens, trends and analytic dashboard and reporting. -
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aspenONE Asset Performance Management (APM)
Aspen Technology
Get accurate failure alerts weeks or months in advance with real-time data and predictive analytics. Leverage the combination of prescriptive maintenance, root cause analysis, RAM analysis and more to address issues at the equipment, process and system levels. Quickly deploy automated Asset Performance Management solutions through low-touch machine learning to predict asset failures and reduce downtime — plant-wide, system-wide or across multiple locations. -
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CitectHMI
Schneider Electric
CitectHMI software is designed for the special needs of OEMs. Machinery, plant and equipment manufacturers who require a flexible, easy-to-use operator interface solution. Manufacturers of PC-based data acquisition systems that need expanded functionality (displays, trending, alarming and historians) in their product offering. Key features of the world's largest SCADA system, plus the field-tested reliability of the most reliable monitoring and control package on the market. Language switching for multilingual displays is usable anywhere in the world. OLE automation for automatic generation of custom graphics. Operator Panel Builders that require a flexible, branded customizable software interface to differentiate their hardware offerings. -
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I2M
DataBot Software Intelligence S/A
The I2M Platform (an acronym for Intelligence to Manufacturing) is an enterprise-grade Smart Manufacturing software for control, management and optimization of industrial plants. Developed by a Brazilian high-tech company - DataBot Software Intelligence S/A - and based on almost 30 years of know-how in the industrial software field, it's framework is a structured, holistic approach to extract actionable insights from process data to achieve business value. I2M Platform belongs to the new generation of Manufacturing Operation Management, integrating in the same tool Advanced Analytics with Artificial Intelligence and Machine Learning, Industrial IoT Layer, Cyber Security, MES (Manufacturing Execution System), Process Historian, KPI & OEE Management and Production Traceability & Tracking. From data acquisition to intelligence layer feedback, it creates an end-to-end real-time loop with a cascade of algorithms that powers the predictive engine. -
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Visplore
Visplore GmbH
Visplore is a visual analytics software solution for rapid industrial troubleshooting and root-cause analysis. When KPIs and simple trends are not enough and action is time-critical, it complements dashboards with guided forensic “why” analyses that deliver insights for problem-solving and process optimization. It works across the entire IT/OT landscape, from process and asset data to quality and material data, and is easy to use for all engineers. - Guided, transparent root-cause analysis with intuitive visuals — no black boxes, no complex modeling - Works with your data, where it lives - Seamless IT/OT connectivity - From troubleshooting to standardized best practice - Proven templates, excellent expert support, and workflows that scale into automated monitoring and reporting. Compared to other data analysis tools such as Seeq and TrendMiner, Visplore is built for everyday engineering use, making industrial data analysis accessible, repeatable, and ready for action. -
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SolarWinds Log Analyzer
SolarWinds
Easily investigate machine data to help identify the root cause of IT issues faster. Powerfully designed and intuitive log aggregation, tagging, filtering, and alerting for effective troubleshooting. Fully integrated with Orion Platform products, enabling a unified view of IT infrastructure monitoring and associated logs. We’ve worked as network and systems engineers, so we understand your problems and how to solve them. Your infrastructure is constantly generating log data to provide performance insight. Collect, consolidate, and analyze thousands of syslog, traps, Windows, and VMware events to perform root-cause analysis with log monitoring tools from Log Analyzer. Perform searches using basic matching. Execute searches using multiple search criteria and apply filters to narrow results. Save, schedule, and export search results within the log monitoring software. -
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Ailytic Advanced Scheduler
Ailytic
The Ailytic AI Scheduler simplifies the complex task of creating, updating and publishing production schedules. It easily models and manages complex operational constraints to ensure what you schedule is what will actually happen in the real world. Model shifts, calendarised resource and machine rates, scheduled maintenance, seasonality and other attributes for true capacity calculation across the entire site. Import, validate, error check and assess production orders, dry goods, inventory, machine state, maintenance and outages from a range of systems including ERP, MES, SCADA, Historian, Sensors and Custom Data sources. Visualise in dynamic time increments to zero in on areas of conflict and opportunity in the schedule and aid in load levelling for Master Production Scheduling. -
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FactoryTalk Metrics
Rockwell Automation
FactoryTalk® Metrics is a system for efficiency monitoring, data collection, and analysis for manufacturing plant equipment. It gives you the critical equipment data that can reveal new ways to increase production, reduce costs, and increase quality. By generating accurate reporting of real plant floor activity, this software gives you important insights into using existing equipment and labor more effectively. FactoryTalk Metrics reports on OEE, but it is more than just an OEE reporting tool. Beyond high-level KPIs, FactoryTalk Metrics supports answering the "why" questions, to uncovering and quantifying the actual causes of downtime and loss to help you make real improvements to performance. Manufacturers invest significant capital into their plant assets but may still suffer from poor visibility into equipment performance, unplanned downtime, and losses due to suboptimal quality of production. Without that visibility, they lack a direction for improving OEE. -
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Uptake
Uptake
Manage risk. Reduce downtime. Build capacity. Put the world's largest knowledge collection of asset performance information to work in your day-to-day operations. Turn messy work order data into a clean and reliable single source of truth. Optimize your maintenance program using work order data that is automatically cleaned and correctly stored. Know how much your maintenance is really costing you. Conduct real-time cost analysis. Enable asset survival analysis and recommend parts replacements. Compass enables a deeper view into your true maintenance costs, component reliability and component lifespan. Know what each maintenance dollar is spent on. Surface all relevant data in one business intelligence dashboard. Quick and easy filtering allows you to sort by equipment type, plant location, and more. -
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PlantRun
PlantRun
PlantRun is a production monitoring system that connects directly to manufacturing machines and assets to provide real-time visibility into key performance indicators such as utilization, production counts, overall equipment effectiveness, cycle times, and downtime, automatically collecting shopfloor data and centralizing it on dashboards accessible from PCs, tablets, and smartphones. It replaces manual data collection with automated tracking, live visualization, analytical tools, and automatic reporting, helping manufacturers quickly identify slow-running machines or unplanned stoppages, minimize lost time, boost machine efficiency, and reduce waste. PlantRun supports integration with third-party systems like ERP, MES, CMMS, and WMS to connect factory operations more deeply with business systems, and it offers alerts, trend tracking, and customizable dashboards to turn raw data into actionable insights. -
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With the SAP Digital Manufacturing Cloud solution, you can leverage a manufacturing execution system (MES) to execute processes, analyze scenarios, and integrate systems through a resource-efficient Industry 4.0 approach. Empower key stakeholders to analyze global and plant-level manufacturing performance and associated causes through intuitive, preconfigured analytics. Acquire data from different manufacturing operations management (MOM) and automation systems by uniting multiple solutions and standards-based interfaces. Facilitate continuous business improvement by accelerating root-cause analysis with advanced algorithms and machine learning. Meet market-of-one demand, handle extreme product variability, improve customer satisfaction, and maintain productivity, margins, and quality levels.
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meshIQ
meshIQ
Middleware Observability & Management Software for Messaging, Event Processing, and Streaming Across Hybrid Cloud (MESH). - Complete observability and monitoring of Integration MESH with 360° Situational Awareness® - Securely manage, and automate configuration, administration, and deployment - Track, trace, and analyze transactions, messages and flows - Collect, monitor, and benchmark MESH performance meshIQ delivers granular access controls to manage configurations across the MESH to reduce downtime and quick recovery from outages. Provides the ability to find, browse, track, and trace messages to detect bottlenecks and speeding up root-cause analysis. Unlocks the integration blackbox to deliver visibility across the MESH infrastructure to visualize, analyze, report, and predict. Delivers the ability to trigger automated actions based on pre-defined criteria or intelligent actions determined by AI/ML. -
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Mopinion
Mopinion
All-in-One User Feedback Software for Digital Channels. Mopinion helps digital enterprises listen, understand, and act across all digital touchpoints (web, mobile, and email). Mopinion enables its users to create customisable online feedback forms (including various CX metrics such as NPS, CES, and CSAT) and trigger them based on rules such as mouse movement, time on page, exit intent and much more. It also includes comprehensive visualisation in customisable dashboards as well as text analysis and smart labeling capabilities. To act upon feedback or collaborate among members of your digital team, users can make use of proactive alerts, role-based views and connect to PM tools such as Trello or Asana. +Customisable feedback forms +Real-time statistics +API integrations +Various CX metrics +Text analytics +Advanced reporting capabilities Pricing for Mopinion starts at $35 (USD)/month.Starting Price: $229/month -
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Azure Time Series Insights
Microsoft
Azure Time Series Insights Gen2 is an open and scalable end-to-end IoT analytics service featuring best-in-class user experiences and rich APIs to integrate its powerful capabilities into your existing workflow or application. You can use it to collect, process, store, query and visualize data at Internet of Things (IoT) scale--data that's highly contextualized and optimized for time series. Azure Time Series Insights Gen2 is designed for ad hoc data exploration and operational analysis allowing you to uncover hidden trends, spotting anomalies, and conduct root-cause analysis. It's an open and flexible offering that meets the broad needs of industrial IoT deployments.Starting Price: $36.208 per unit per month -
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I&B monitoring
INB Monitoring FZCO
I&B monitoring is an IT and business observability platform providing real-time monitoring of infrastructure, applications and services. It collects metrics and events from multiple sources and correlates them in a unified model for early issue detection and faster root-cause analysis. The platform monitors servers, networks and applications across all layers, mapping service dependencies and linking technical performance with business impact. Role-based dashboards deliver relevant views for DevOps, IT operations and managers. Intelligent alerting reduces noise and integrates with Jira for structured incident workflows. Core capabilities include infrastructure and application monitoring, service mapping, central metrics repository, predefined dashboards, SaaS deployment and broad cloud support. I&B monitoring enables organisations to improve reliability, maintain uptime and strengthen observability across technical and business environments.Starting Price: $89/month -
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QAPI360
QAPI360
QAPI360 is a cloud-based, HIPAA-compliant Quality Assurance Performance Improvement (QAPI) software that centralizes, organizes and tracks all elements of a healthcare provider’s quality program so agencies can move beyond spreadsheets and disconnected processes to a systematic, data-driven approach; it includes structured QAPI plans, quality indicators, patient and staff incident tracking, infection control surveillance, medication error and adverse drug reaction logs, hand hygiene programs, performance improvement project templates, patient satisfaction surveys, and contracted provider performance tracking, with interactive dashboards, trending and analysis that help users visualize patterns, implement corrective actions, and monitor outcomes; it supports easy data entry, EMR integration or automated imports, built-in reporting and charts for compliance documentation and audits, and tools to streamline data collection, charting, and root-cause analysis.Starting Price: $249.99 per month -
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DataPortia
Atorcom
DataPortia is an advanced on-premises industrial data acquisition and reporting software with built-in AI analytics. It connects to automation systems via OPC UA protocol (Siemens, ABB, Valmet, Beckhoff, Schneider, Honeywell, Rockwell), collects 2000+ measurement points per second, and stores time-series data in PostgreSQL/TimescaleDB. Key features: - Real-time dashboards with gauges, charts, bar charts, and tables - Interactive trend views with ECharts visualization and drag-to-zoom - Comprehensive reporting with CSV and PDF export - Automated report scheduling (daily, weekly, monthly, custom) - AI-powered data analysis with local Ollama LLM (anomalies, forecasts, cost optimization, reports) — no cloud dependency - OPC UA Alarms & Conditions management with analytics and export - OPC UA history read from server historian - Calculation circuits (cumulative and non-cumulative formulas) - Tag transfer, copy and merge between connections - TimescaleDB time-series databaseStarting Price: 4000€/one-time -
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Sift
Sift
Sift is a unified observability platform purpose-built for modern, mission-critical hardware systems that provides engineers with infrastructure and tooling to ingest, store, normalize, and explore high-frequency, high-cardinality telemetry and event data from design, validation, manufacturing, and operations in a single source of truth rather than fragmented dashboards and scripts; it centralizes diverse data types, aligns signals across subsystems, and structures information for fast search, visual review, and traceability so teams can detect anomalies, perform root-cause analysis, automate verification and validation, and debug hardware with real-time precision. It supports automated data review, no-code visualization and querying of massive datasets, continuous anomaly detection, and integration with engineering workflows, including CI/CD pipelines and tooling, while enabling telemetry governance, collaboration, reporting, and knowledge capture across siloed teams. -
45
ioTORQ EMIS
Panevo
Leverage real-time data, flexible dashboards, and AI-driven analytics to engage stakeholders, avoid losses, mitigate risk, and maximize utility performance gains with ioTORQ energy management information system. Collect data from a wide range of locations, systems & formats, including FTP(s), HTTP(s), process historians, IIoT devices, and third-party websites. Establish KPIs, generate intelligent targets, determine savings, and perform benchmarking across assets, departments, and facilities. Our advanced analytics module utilizes machine learning algorithms to enable asset optimization and optimize cost savings. Set targets and receive real-time notifications to ensure optimal asset, area, and departmental performance. Build system models, map on meter data, and visualize performance with our intuitive schematic builder component. -
46
RemoteAware GenAI Analytics Platform
New Boundary Technologies
RemoteAware™ GenAI Analytics Platform for IoT transforms complex streams of sensor and device data into clear, actionable insights using advanced generative AI models. It ingests and normalizes high‑volume, heterogeneous IoT data, whether from edge gateways, cloud APIs, or remote assets, and applies scalable AI pipelines to detect anomalies, forecast equipment failures, and generate prescriptive recommendations in plain‑language narratives. Through a unified, web‑based dashboard, users gain real‑time visibility into key performance indicators, customizable alerts and threshold‑based notifications, and dynamic drill‑down capabilities for time‑series analysis. The platform’s generative summary reports condense vast datasets into concise operational briefs, while its root‑cause analysis and what‑if simulations guide preventive maintenance and resource allocation. -
47
Ticketebo
Ticketebo
On-site and online ticketing and event registration platform with customised ticketing solutions for event organisers - festival ticketing, virtual event ticketing, exhibition ticketing, conference registrations, online ticketing of school events, registrations for sporting events, club membership registrations, bookings for professional tour operators and theatre ticketing. Ticketebo delivers low cost event solutions with no setup fee and one low booking fee, that you or the patron can pay. Plus great add-ons and optional extras. Large or small events, Ticketebo can sell up to 60,000 tickets per day using ultra safe and secure payment methods plus Buy Now Pay Later option. Customised event solutions including outsourced call centre management including phone, live chat and email. Extensive reporting including attendance tracking, postcode analysis, daily sales comparisons and detailed revenue reports.Starting Price: $0 -
48
RaceWatch
SBG
Race strategy software, RaceWatch, combines and synchronises multiple data sources including timing feeds, GPS positioning, telemetry, race control messages, weather data, team radios and live video from onboard, track, pit and broadcast cameras. Fully customisable layouts mean that each engineer can build their own dashboards of analysis and video displays. Dedicated displays can be set up and shared for the pit wall, garage and factory. On-the-fly real-time analysis of incoming data provides Instant alerts for key incidents and race events. Competitor analysis includes detailed breakdown and plotting of lap time data, real-time GPS analysis including live speed traces and racing lines, tyre analysis, and onboard video. A sophisticated AI race strategy system, based on live modelling and tracking of driver performance, tyre degradation and pit stop analysis. Displays tailored for fast, reactive and accurate strategic and tactical decisions. -
49
Arrow
Arrow
Arrow is a healthcare revenue cycle management platform that modernizes and streamlines healthcare payments by automating billing, claim operations, and predictive analytics to help providers and payers reduce administrative burden, minimize denials, and accelerate collections. It brings workflows, data, and AI together so teams can detect errors in claims before submission, manage denials with root-cause analysis and one-click fixes, and get detailed real-time claim status updates directly from payers. It simplifies the ingestion of Explanation of Benefits (EOB) and Electronic Remittance Advice (ERA) data into a centralized, user-friendly format, provides revenue intelligence with actionable insights into the revenue cycle, and monitors payment integrity to highlight underpayments or overpayments according to payer contracts. -
50
MontBlancAI
MontBlancAI
MontBlancAI is the central intelligence hub for process manufacturers, ingesting and normalizing data from sensors, PLCs, SCADA, MES and ERP into a unified operational layer that eliminates data silos; it applies AI-powered real-time anomaly detection to surface deviations beyond traditional thresholds, generates actionable insights via intuitive dashboards and root-cause diagnostics, and delivers predictive maintenance and continuous improvement recommendations. Its unified data layer cleans and structures vast streams of process data, enabling teams to increase production capacity, reduce operating costs, ensure consistent quality, and address labor shortages by uncovering untapped capacity and validating critical cycles. Accessible through a web interface and APIs, MontBlancAI acts as a digital twin of your production ecosystem, fostering cross-functional collaboration and data-driven decision-making across plant operations.
