Alternatives to IoTFlows
Compare IoTFlows alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to IoTFlows in 2026. Compare features, ratings, user reviews, pricing, and more from IoTFlows competitors and alternatives in order to make an informed decision for your business.
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1
TRACTIAN
Tractian
Tractian is the Industrial Copilot for maintenance and reliability, providing a cutting-edge platform designed to prevent unplanned downtime, boost operational efficiency, and enhance maintenance capacity. Trusted by global brands such as Bosch, Kraft Heinz, Carrier, Hyundai, Johnson Controls, and P&G, Tractian combines condition monitoring, energy efficiency, and a CMMS into a comprehensive, mobile-first solution. With Tractian, you can: Monitor real-time vibration, temperature, runtime, and RPM across critical assets Get real-time alerts and detailed diagnostics to address potential issues before they lead to failures Digitize workflows for streamlined work order management, planning & scheduling, and materials management Optimize energy consumption for improved sustainability and cost savings -
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Shoplogix Smart Factory Platform
Shoplogix
Shoplogix is a smart, scalable platform trusted by manufacturers worldwide for over 20 years. It transforms real-time machine and production data into actionable insights, helping teams uncover hidden losses and drive rapid ROI. Features include intuitive visual dashboards, integrated analytics, and real-time alerts for fast, informed decisions. Shoplogix connects to any machine type, tracking downtime, scrap, throughput, and setup stages. Operators and managers can quickly spot issues, launch action plans, and improve efficiency on the fly. With built-in continuous improvement tools and seamless scaling from one line to multi-plant operations, Shoplogix empowers your team to eliminate bottlenecks, boost OEE, and achieve lasting operational excellence. -
3
Evocon
Evocon
Trusted by manufacturers worldwide, Evocon is a simple and easy-to-use OEE software that helps manufacturing companies improve their production efficiency and reduce waste. The system enables automated data collection, real-time data visualization, downtime tracking, bottleneck identification, and performance monitoring. With Evocon, you get all the tools you need to improve OEE and understand what is actually going on in your production processes. -
4
MachineMetrics
MachineMetrics
MachineMetrics is transforming MES for modern manufacturers. As the leading real-time production intelligence platform, MachineMetrics delivers AI-powered machine monitoring and ERP-integrated MES capabilities purpose-built for discrete manufacturing. Legacy MES systems are slow, rigid, and complex—MachineMetrics accelerates time to value with a modular, no-code platform that connects any machine, regardless of make or model. Core MES features—work order management, intelligent scheduling, OEE analytics, and downtime tracking—are powered by real-time machine data. Frontline operators benefit from ShopPulse, an intuitive tablet interface for job tracking, alerts, and labor entry. Executives gain visibility through dashboards, custom reports, and automated workflows. Seamlessly integrating with ERP systems, MachineMetrics synchronizes labor, job, and schedule data bi-directionally. The result: a fully aligned, agile production environment—without the burden of traditional MES -
5
Predator Software
Predator Software
Since 1994, Predator Software focuses on automating manufacturers worldwide with innovative and award-winning software applications. Predator Software is an industry leader in Industry 4.0, lean manufacturing, industrial networking solutions and automation via shop floor control or SFC. Predator's SFC technologies include CNC networking, machine monitoring, OEE, production data management, data collection, machine simulation & verification, tool & gage crib management, traveler management, CNC post processing, flexible manufacturing systems and robotic cell control software.Starting Price: $250 -
6
PerformOEE
OEEsystems International
PerformOEE™ Smart Factory Software is an OEE Software Solution used by the world’s leading manufacturers as their preferred application for managing real-time operational performance improvement. OEEsystems International work with the world’s most progressive manufacturing companies to increase capacity, reduce costs and drive continuous improvement. Our unique record of combining our Smart Factory OEE Software, PerformOEE™, with our Science of Manufacturing Methodology delivers real-time visibility, analysis and control of your manufacturing performance. That makes us The OEE People. -
7
Mingo
Mingo Smart Factory
Trusted by leading manufacturers, Mingo Smart Factory is an easy-to-use, fast to deploy OEE software that can be set up in less than 1 day. Collect data automatically and get insight into important manufacturing KPIs like OEE, cycle time, downtime, utilization, throughput, and many others with visuals like scoreboards, dashboards, and mobile app. Start small and as you grow, expand to a full manufacturing productivity platform. With Mingo, improve OEE and get insight into what's happening in the plant. Mingo Smart Factory is manufacturing productivity and analytics software that provides real-time visibility on the factory floor that helps reduce downtime, improve on-time delivery, and increase profitability of manufacturing companies. Mingo empowers manufacturers to start simple, think big, move fast, and easily grow from a single machine at one plant to thousands of machines across the globe with manufacturing productivity and analytics software. -
8
Amper
Amper
Amper is redefining manufacturing execution systems (MES) with FactoryOS, a new kind of platform designed to empower manufacturers to track, plan, execute, and improve their operations with unmatched ease of deployment and adoption. Built on real-time IoT data, robust security standards, and seamless integrations—and powered by AI—FactoryOS serves as a turnkey solution and the central hub for manufacturers to achieve on-time delivery, empower their workforce, and maximize efficiency.Starting Price: $30,000/year -
9
SFactrix.ai
Factana Computing
MES Software provides functions and processes to prepare, plan and execute factory floor operations uniformly, track progress at real-time and increase agility to align as the day demands. SFactrix MES / MOM Software provides all features required to run lean manufacturing operations. The inbuilt AI-based Manufacturing Intelligence module provides Performance KPIs, Downtime Alerts, Loss based Metrics, Scrap Trends, MTTR and MTBF etc. Deploy AI driven SFactrix solution to have control on your production performance and quality control.Starting Price: $99/month for 10 assets -
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Pulsar
Pulsar
Pulsar is a cloud-connected real-time machine monitoring and Overall Equipment Effectiveness (OEE) platform designed to give manufacturers full visibility into shop-floor operations, production performance, and machine health so they can detect issues, eliminate downtime, and improve productivity without relying on manual logs or spreadsheets. It uses industrial IoT sensors and hardware that connect to machines of any type, age, or model without altering PLCs and stream availability, performance, speed, cycle counts, downtime causes, and production output data to intuitive dashboards accessible from any device. Pulsar automatically tracks key manufacturing KPIs, like OEE, utilization, throughput, and quality, provides advanced real-time analytics, historical reporting, and custom configurable alerts via SMS, email, or TV dashboards, and includes a digital Andon system so teams can spot and respond to production issues instantly. -
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Raven.ai
Raven.ai
Raven helps manufacturers win by empowering frontline, engineering and management teams to make fact-driven productivity improvements. Raven is the only solution that combines machine data and frontline insights to provide a complete timeline of production events with context for everything that’s happening on the line — accounting for 100% of production time and OEE losses. By replacing manual tasks with Automated Downtime Labeling, workers can focus on output, identify bottlenecks and drive process improvements.Starting Price: 1500 -
12
PlantOS
Infinite Uptime
PlantOS Prescriptive AI is an industrial intelligence platform developed by Infinite Uptime that helps manufacturing plants improve equipment reliability, operational efficiency, and energy performance through AI-driven maintenance and optimization insights. It combines advanced sensing technology, industry-specific artificial intelligence models, and human expertise to continuously monitor industrial machinery and production processes in real time. Specialized MEMS and piezoelectric sensors collect detailed operational data from critical equipment such as motors, mills, compressors, and other rotating machinery, even in harsh industrial environments with high temperatures or extremely slow rotations. This data is analyzed by prescriptive AI models trained on industry-specific failure patterns, enabling the platform to detect subtle performance signatures that precede mechanical faults or inefficiencies. -
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Predator MDC
Predator Software
Predator MDC is real-time machine monitoring software that automatically collects, reports, charts and processes real-time shop floor manufacturing data including OEE, cycle time, idle time, setup time, teardown time, machine downtime and more. Predator MDC improves manufacturing by supplying accurate shop floor productivity KPIs and metrics to improve operations and to make better decisions. Predator MDC creates a continuously up to date knowledge base of your manufacturing performance. It quantifies how well your machines are utilized, the productivity of your people and the rates of production. Predator MDC can establish and compare continuous improvement results for lean manufacturing efforts. Predator MDC organizes your real-time data into actionable KPIs and metrics for availability, quality and performance. KPIs and metrics for specific machines or rolled up KPIs and metrics for an entire department across multiple plants are available with a few mouse clicks.Starting Price: $1,500 -
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hIOTron
hIOTron
hIOTron's machine monitoring product is a comprehensive solution that enables you to monitor and analyze your industrial machines in real-time. With this product, you can track machine performance, detect anomalies, predict failures, and schedule maintenance activities to improve uptime and reduce downtime. The machine monitoring product consists of a range of sensors and devices that collect data from your machines, such as temperature, pressure, vibration, and other operational parameters. This data is then transmitted to a central hub where it is analyzed using advanced analytics and machine learning algorithms to identify patterns and trends. hIOTron platform provides a user-friendly dashboard that displays real-time machine data, key performance indicators, and alerts. It also provides reports and analytics to help you understand your machine performance and identify areas for improvement. -
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Guidewheel
Guidewheel
Get more from existing assets, lower costs, and set your team up to win with Guidewheel's AI-powered platform. The fastest way to improve factory operations. Accurately track downtime and root causes to improve utilization and efficiency. Forecast throughput and accurately track planned vs. actual production. Monitor OEE in real time and see how you’re trending over time. Accurately track cycles, cycle time, and performance against targets. Monitor energy usage and find opportunities to reduce consumption and cost. Learn of maintenance needs before they develop into issues. Monitor conditions like temperature, flow, humidity, and pressure. Reveal and address losses like preventable downtime, long changeovers, and late starts to unlock hidden capacity. Get AI-driven alerts the moment performance deviates from plan, so your team can take corrective action to stay on track. Build customer trust by delivering on time every time.Starting Price: $59 per month -
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Jungle.ai Canopy
Jungle.ai
Increase your production and prevent unplanned downtime with our AI product Canopy. Canopy’s AI uses historical data to learn how your machines function under all operating conditions. We are deployed in various industries, helping to detect failures ahead of time, reduce machine downtime and increase performance. Continuously monitor the health of your machines. Track components with abnormal behavior and act before it’s too late. Track performance in real-time. Receive notifications of underperformance and investigate what you should do about it. Collaborate and resolve issues together, and work in one place while looking at the same data from all possible angles. Our technology doesn't require any hardware installation and is remotely deployed. Canopy allows you to explore developing issues at the sensor level. Advanced visualizations and tools show the machine state in different ways, empowering you to find out exactly what is abnormal in your machines. -
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FourJaw
FourJaw
Turn machine data into actionable insight - fast. FourJaw technology turns live machine data into clear, usable insights, empowering better decisions across every shift, every site and every machine. Not just when a machine stops, but where energy’s being wasted, where jobs are stalling and where time and capacity slip away. FourJaw’s plug-and-play IoT hardware connects to almost any machine. It’s installed in minutes with no disruption and no downtime. Real-time insights into performance, OEE, energy, and output, all in one intuitive platform, with configurable dashboards that show the data manufacturers need, how they need it, making reporting and analysis feel effortless. See what’s underperforming, what needs improving, and where to act next. From one machine to the entire factory, it’s simple to install and built to scale. FourJaw. Factory Intelligence. Made Simple.Starting Price: $144 per month -
18
OEEasy
4i Platform
The Overall Equipment Effectiveness (OEE) is a key performance indicator that measures the efficiency of industrial machinery and equipment. Implementing OEE measurement in your manufacturing process can help you enhance the performance of your machines, reduce their downtime and improve the quality of your production. It is a great metric for benchmarking progress in improving manufacturing productivity. Equipment management and monitoring. OEEasy is a web-based app that automatically measures the OEE of your production lines in terms of quality, performance, and availability indicators. Easy and quick setup. Fits all manufacturing machines at a low cost. OEEasy is the production performance app on the 4i Platform. Enhance beyond production expanding through other apps such as ELT, and CEnergy. OEEasy translates your data into charts and reports to help you visualize your productivity and performance.Starting Price: Free -
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ARGUS Smart Vibration Analyzer
Signals & Systems (India) Pvt Ltd
ARGUS Tri-axial wireless vibration analyzer brings a new dimension to the world of predictive maintenance to easily diagnose the health of motors and any connected driven assets like pumps, fans, compressors, etc. It enables easy condition monitoring of rotary machines and detects faults well before equipment failure. ARGUS reduces maintenance costs and increases asset lifespan. The super-compact, IP65-rated vibration sensor provides reliable data for continuous monitoring and remote diagnostics. This portable sensor simultaneously measures vibration in three directions and is used as both a Single-axial sensor & a Tri-axial sensor. The dedicated ARGUS app allows you to view and store the RMS values of Velocity & Acceleration, Time waveform, and Velocity & Acceleration FFT spectrums on the smartphone. ARGUS can be mounted in any environment using a magnet, adhesive & stud. -
20
DataXchange
Scytec Consulting
Scytec DataXchange is a Cloud and On-Premise OEE and analytic manufacturing machine monitoring system, and so much more. DataXchange increases overall equipment effectiveness, utilization and shop floor productivity through the use of innovative IIoT technology. DataXchange is compatible with a wide variety of manufacturing machines including CNC’s, PLC’s, robots, welders, and manual machines. Custom shop floor data entry rules can be created to automatically collect shop floor data from a wired or wireless connection on MTConnect, Fanuc FOCAS and OPC UA based machines as well as older and manual machines. As the machine data is collected, DataXchange has all the OEE reports, charts, dashboards and notifications you need to analyze the information in a meaningful way as well as triggering notifications, meeting the manufacturing data collection needs of small facilities as well as multi-site enterprise level operations.Starting Price: $45/month -
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LYNQ MES
LYNQ
LYNQ is reinventing manufacturing execution system (MES) software for transformational businesses looking to digitalize and drive factory performance. Effective scheduling of resources with online plans and interactive job lists. Real-time data collection and tracking of employees, equipment and jobs. Automatic data capture from machines and other devices. World-class factory performance analysis with loss visualization. Paperless shop floor with downtime alerts and collaborative messaging. Fixed price, rapid deployment in under 12 weeks. Connecting today’s leading ERP, machines and shop floor applications. Deployed in the cloud or on-premise. One solution for effective resource management. Connecting today’s leading ERP, machines and shop floor applications. Fixed price, rapid deployment in under 12 weeks.Starting Price: $20000.00/one-time -
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Worximity
Worximity
Our suite of digital tools has been designed to empower manufacturers to get more done. We translate your real-time production data into ways to make your machines work harder and your teams work smarter. We collect as much real-time and past data as we can and then, go one step further and tell you how to use it to get more done. Worximity breaks your data down to its nuts and bolts, shows you where the gaps are and finds patterns to improve your team's performance for a quick, and almost too easy, ROI. Our tools connect all your machines and software for a complete view of your data across all production lines and equipment. Our real-time data monitoring enables front-line workers to make informed decisions by measuring the performance of machines and production lines. Transform data into actionable insights and improve your bottom line by focusing on high-impact improvement opportunities. -
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Aptean OEE
Aptean
Aptean OEE is a production monitoring solution with a strong focus on follow-up and optimization, that will give you the full picture of how effectively your production is running, and provide a solid foundation for improvements! Provides real-time production information available for all levels in the organization while timely distributed reports and powerful analysis tools give full visibility and control of the performance of the manufacturing process at any time. Enables accurate OEE monitoring of machines in any industry, of any type or age, without requiring a lengthy IT process for connection and implementation. Enables continuous improvement resulting in increased efficiency and productivity through a platform, which gives access to detailed production data, visualization tools as well as the right tools for decision-making. Minimize efforts to follow up production performance. -
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DataProphet
DataProphet
DataProphet specializes in optimizing the complex manufacturing processes of key industrial verticals with state-of-the-art machine learning. Our AI-driven solutions leverage the existing data streams from your plant’s production line equipment to identify process efficiencies. High-impact adjustments are then prescribed, which guarantee ROI in the first year of deployment. In 21st-century manufacturing plants, excellence is achieved when production issues are pre-empted. Before latent problems manifest on the production line, operators need immediate access to actionable insights about part quality, production performance, and machine availability. For today’s manufacturers, real-time troubleshooting is too late. Explore how DataProphet’s AI-driven prescriptions can help you improve quality targets, reduce scrap and defects, and achieve manufacturing process optimization—ahead of real-time. -
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SymphonyAI Industrial
SymphonyAI
AI-powered smart manufacturing platform. Connect your people, assets, and processes to make your operations smarter with predictive and generative AI. Seamlessly connect people, assets, and systems in one ecosystem for reliable execution, high-speed automation, and anticipation of events. Next-generation predictive and generative intelligence are built into SymphonyAI solutions to reduce machine faults, cut downtime, decrease maintenance budgets, improve energy efficiency, and optimize plant performance. SymphonyAI’s Smart Manufacturing platform translates data into actionable insights, giving you comprehensive, real-time visibility into business and plant operations with predictive intelligence spanning from individual components to entire enterprises -
26
ERDAS IMAGINE
Hexagon Geospatial
Geographic imaging professionals need to process vast amounts of geospatial data every day — often relying on software designed for other purposes and add-on applications that create almost as many problems as they solve. Save both time and money, leverage existing data investments, and improve your image analysis capabilities with ERDAS IMAGINE. ERDAS IMAGINE provides true value, consolidating remote sensing, photogrammetry, LiDAR analysis, basic vector analysis, and radar processing into a single product. ERDAS IMAGINE simplifies image classification and segmentation, orthorectification, mosaicking, reprojection, elevation extraction, and image interpretation. Powerful algorithms and data processing functions work behind the scenes so you can concentrate on your analyses. ERDAS IMAGINE offers K-Means, ISODATA, object-based image segmentation, Machine Learning and Deep Learning Artificial Intelligence algorithms. -
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Provideam
DTL Systems
Provideam OEE monitoring software has been designed to answer the needs of manufacturing businesses to monitor and analyse the productivity of production machines and lines. Provideam supports modern management philosophies such as Total Productive Maintenance (TPM), Six Sigma and Lean Manufacturing. By highlighting the causes of loss, Provideam helps you reduce these losses, increase productivity and boost profits. Our goal is to provide you with a comprehensive Overall Equipment Effectiveness (OEE) monitoring solution to meet your on-going requirements. Provideam can be used to monitor one machine or hundred's of machines. If you start with one machine today it is very easy to roll-out across your plant tomorrow. -
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Leanworx
Leanworx Technologies
Leanworx is a powerful CNC machine monitoring software and Industry 4.0 platform designed to provide real-time visibility into shop-floor operations. It connects directly to CNC machines to capture live production data, helping manufacturers monitor machine status, track performance, and make data-driven decisions. With features like real-time machine monitoring, OEE tracking, downtime analysis, and production reporting, Leanworx enables businesses to identify inefficiencies, reduce idle time, and improve overall equipment effectiveness. Its intuitive dashboards—accessible via web and mobile—allow operators and management to track machine utilization, cycle times, and production output from anywhere.Starting Price: $3 per machine per day -
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LidarView
Kitware
LidarView is an open source platform developed by Kitware for real-time visualization, recording, and processing of 3D LiDAR data. Built atop ParaView, it efficiently renders large point clouds and offers features such as 3D visualization of time-stamped LiDAR returns, a spreadsheet inspector for attributes like timestamp and azimuth, and the ability to display multiple data frames simultaneously. Users can input data from live sensor streams or recorded .pcap files, apply 3D transformations to point clouds and manage subsets of laser data. LidarView supports various sensors, including models from Velodyne, Hesai, Robosense, Livox, and Leishen, enabling visualization of live streams and replaying of recorded data. The platform integrates advanced algorithms for Simultaneous Localization and Mapping (SLAM), facilitating accurate environmental reconstruction and sensor localization. It also incorporates AI and machine learning capabilities for scene classification.Starting Price: Free -
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Senseye PdM
Senseye
Senseye PdM uses proprietary machine learning algorithms to spot, in advance, assets that are likely to fail. Senseye automatically analyzes your machine performance and predicts when maintenance is needed. Maintenance teams are able to focus on those assets that need the most attention. Lower maintenance costs and improve downtime forecasting accuracy with an easy to implement solution. Senseye PdM is designed to scale and supports any number of connected machines, big or small. Automated condition monitoring insights only highlight the relevant information. Understand how long your machinery is likely to perform and when maintenance is needed. Seamlessly analyze the condition of tens of thousands of assets. Get a clear and continuous indication of assets that require your attention. Senseye guarantees machine downtime reductions for industrial companies. -
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SmartMon
Sismaq
SmartMon is an OEE / MES platform to control and optimize production of any type of machine in real time. It allows you to analyze productivity losses directly in Euros to apply the necessary corrections. Has a module of employees, quality, traceability, documentation and rework. The SmartMon production control system can be implemented in a wide range of manufacturing sectors where data from any machine or sensor can be captured. Thanks to its modular design and in-built flexibility, SmartMon can be adapted to all types of manufacturing plant, from small factories with bespoke products right through to large manufacturing plants with multiple product lines. Easy installation on any machine. SmartMon provides production and order status in real time. Smart Mon analyzes quality and productivity losses in order to implement corrective approaches. High return on investment: productivity increases of 15% can be achieved in the first months of implementation. -
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Plex Production Monitoring
Rockwell Automation
Seamless connectivity to machines gives you the real-time operational KPIs you need to take control of your production performance. Say goodbye to dry-erase whiteboards! Plex Production Monitoring, powered by Plex Mach2, provides seamless connectivity to and from machines on the plant floor. With our out-of-the-box software you’ve got access to production visibility fast without draining resources. You’re always in the know. Easily customized dashboards, coupled with clear visuals provide instant feedback and up-to-date production metrics. And most importantly with data accuracy you can trust. Continuous improvement cycles are enabled in real-time with real metrics. Not yesterday’s old news. That puts you in control to drive OEE optimizations and reduce unplanned downtime. -
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FSWorks
Symbrium
FSWorks™ offers robust graphical interfaces that display quality & production data in real-time, providing immediate factory insights. FS.Net™ connects it with quality analysis, process performance insights and compliance reporting on-site or remotely wherever you are. Our philosophy is simple: We partner with our clients and go above and beyond to help you accomplish your goals. We are a dynamic company and everyone on our team is empowered to make decisions according to the Symbrium Way. Factory Systems™ provides Statistical Process Control (SPC) software, rugged factory floor workstations, Enterprise Quality Data Management Systems, Supervisory Control and Data Acquisition (SCADA) systems, Operational Equipment Effectiveness (OEE) systems, ANDON systems, Process Monitoring systems, Human Machine Interface (HMI) solutions, Part ID and Tracking systems and other pre-packaged and custom software tools and hardware solutions to manufacturing and product testing operations worldwide. -
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MirrorWorks
MirrorWorks
MirrorWorks is an AI-powered Manufacturing Operating System built for small and mid-sized manufacturers, fabrication shops, machine shops, and high-mix, low-volume production environments. Designed for manufacturers that have outgrown spreadsheets but want to avoid the cost and complexity of traditional ERP systems, MirrorWorks brings quoting, inventory, purchasing, planning, scheduling, production, quality, and shipping into one platform. Manufacturers use MirrorWorks to gain real-time visibility across operations, improve scheduling accuracy, reduce manual administration, eliminate disconnected tools, and increase on-time delivery performance. AI-powered workflows help automate repetitive tasks, accelerate decision-making, and improve operational efficiency. Built for rapid deployment and ease of use, MirrorWorks helps manufacturers replace spreadsheets, streamline operations, and scale their business without traditional ERP complexity.Starting Price: $25/user/month -
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eCognition Developer
Amigo Optima Software Solutions
eCognition Developer is a powerful development environment for object-based image analysis. It is used in earth sciences to develop rule sets (or applications for eCognition Architect) for the automatic analysis of remote sensing data. eCognition Developer can be applied for all common remote sensing tasks such as vegetation mapping, feature extraction, change detection and object recognition. The object-based approach facilitates analysis of all common data sources, such as medium to high-resolution satellite data, high to very high-resolution aerial photography, lidar, radar and even hyperspectral data. eCognition Developer offers a comprehensive collection of algorithms tailored to the different aspects of image analysis. The user can choose from a variety of segmentation algorithms such as multiresolution segmentation, quadtree or chessboard. -
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Through a cloud-enabled IoT platform, complete with customizable real-time OEE dashboards and alerts, The Freedom Machine Monitoring System Platform arms your team with the data required to optimize utilization, improve quality and performance, root out inefficiencies, and maximize profit. The Freedom Machine Monitoring System Platform can connect and collect data from any industrial asset, regardless of brand, age, or process. Reports can be accessed anytime, anywhere through any device with a browser, including desktops, laptops, tablets or smartphones. The Freedom Platform customers have documented productivity improvements up to 50%. With The Freedom Platform, ROI can be realized in 12 months or less, and ROA can also dramatically increase. Freedom eLOG has passed vulnerability scans by our major customers, and holds a “Certificate of Networthiness” from the US Government.
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InfiConnector
Infilock Inc.
A middleware that is installed on a range of gateways and connects equipment to InfiIoT and popular Internet of Things(IoT) or Industrial Internet of Things (IIoT) clouds. It securely connects various devices (e.g., PV panels, battery energy storage, HVACs, EV stations, compressors, and boilers) through industrial protocols (Modbus, OPC UA, BACnet) and cellular networks (LTE and 5G). InfiConnector is configurable from cloud services to collect data from devices and sensors and prepare data for data analysis and Artificial Intelligence (AI) cloud applications. InfiConnector provides a code-less edge computing and rule engine interface that configures any machine to machine, diagnostic, alerting, and log management services in a few minutes. The light middleware requires 512MB RAM, 1 core CPU, and 16GB disk. It is compatible with Ubuntu 20.04 and upper.Starting Price: $10/month/license -
38
Twilio Super SIM
Twilio
Super SIM is a global cellular connectivity platform to connect your IoT devices around the world. With a Super SIM in your device, you'll be able to connect to the most comprehensive list of global networks available via a single SIM. Powered by Twilio's own cloud-scale mobile core, you have the freedom to choose your networks, so you can optimize for coverage, performance, and price. Use highly available APIs to program your connectivity operations, from changing SIM status and tracking data consumption, to sending machine-to-machine messages to devices. Super SIM is now generally available. This applies to the API resources used for managing your Super SIM's lifecycle and data connectivity using the super APN, traffic from which breaks out to the Internet via the Twilio Mobile Core in Ashburn, USA. Super SIM gives your IoT devices access to nearly 400 cellular networks around the world.Starting Price: $0.01 per SMS -
39
DeepEyes
DeepEyes
The effective management of GMP-regulated manufacturing areas requires a holistic approach based on identifying and monitoring those components that play the most critical roles: facility, personnel and microbial control. By instantly recognizing compliance related anomalies and contamination threats, DeepEyes video-based AI error-recognition solutions close the gap that even the best training and supervision/monitoring leave open. The intelligent DeepEyes solutions automate surveillance by alerting deviations from good manufacturing processes (GMP) in real time; they provide constant quality control that goes parallel to the manufacturing process. Operator training cannot completely avoid the risk of leakage. Constant monitoring is required so as to prevent product loss, waste disposal issues, downtime as well as safety threats. -
40
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. -
41
ioTORQ LEAN
Panevo
ioTORQ Lean Manufacturing OEE software enables cost-effective, automatic monitoring of production assets to identify, quantify and prioritize continuous improvement opportunities and determine critical manufacturing metrics in real time, including Overall Equipment Effectiveness (OEE). Unlock the power of Big Data with flexible IIoT gateways, low cost sensors and our cloud based, real time production visualization and management solution. Understand and improve asset performance in real time. Alerting features allow for rapid intervention for unplanned events to minimize losses and maximize productivity. Reveal key manufacturing metrics, including Overall Equipment Effectiveness (OEE). Perform multi-facility benchmarking and compare asset performance to identify best practices. -
42
ONYX Insight
ONYX Insight
ONYX Insight offers comprehensive predictive maintenance solutions for wind turbine operators, integrating advanced sensing technology, software analytics, and engineering consultancy to enhance turbine performance and reduce operational costs. Their hardware-agnostic platforms, such as fleetMONITOR and AI HUB, centralize data from various monitoring systems, vibration, oil sensors, SCADA, and pitch-bearing analytics, into unified dashboards, enabling efficient fleet-wide health assessments and early fault detection. The AI HUB platform incorporates modules for pitch-bearing monitoring, blade drone analytics, case management, and lost energy intelligence, facilitating streamlined operations and maintenance decision-making. Additionally, ONYX Insight provides ecoCMS, an affordable condition monitoring system utilizing MEMS technology, and ecoPITCH, a sensor system for early detection of pitch-bearing failures. -
43
Epicor Advanced MES
Epicor Software
Epicor Advanced MES is a manufacturing execution system that is suited to plastic molders, repetitive manufacturers and those with an assembly process involving multiple machines. It is designed to help floor operators to monitor and optimize their plant operations. Advanced MES helps manufacturers monitor and control their business with real-time plant and machinery information. The system enables users to identify inefficient resource allocations to find new capacity within the business. It also helps to track machine downtime and record scrap and material wastage in every production cycle. The software offers visibility into operations, real-time scheduling and process monitoring. Users can monitor up to 100,000 cycles and can see production details and descriptors. Maintenance teams can also access machine condition reports to plan preventive maintenance. Advanced MES offers integrations with accounting and manufacturing estimating capabilities. -
44
Powerfleet
Powerfleet
Powerfleet is an AIoT-powered fleet intelligence platform that unifies real-time data from vehicles, assets, and IoT devices into a single dashboard, giving organizations full visibility into on-road, in-warehouse, and off-road operations. Its “Unity” platform ingests data from any telematics device, camera, sensor, or third-party system and harmonizes it into actionable insights, thus eliminating data silos and “blind spots.” Features include vehicle and asset tracking, driver behavior monitoring (harsh braking, speeding, fatigue, etc.), route optimization, cargo-condition sensing (temperature, humidity, vibration), maintenance and diagnostics monitoring, compliance and regulatory reporting, and AI-powered video telematics for safety and incident prevention. For on-site operations (like warehouses, forklifts, construction, or heavy-equipment use), Powerfleet offers IoT-based safety and performance tools. -
45
Makula
Makula Technology
Makula is a modular aftersales and maintenance platform built for machinery suppliers, distributors, and manufacturers. It connects service teams, technicians, and customers through one smart ecosystem. With AssetHub, you unify machine data from ERP, IoT, and manuals. The Field Service module enables real-time dispatching, mobile checklists, and job tracking. CMMS supports preventive maintenance, work orders, and asset planning. Makula also includes 3D Stream for visual spare parts, AI Notetaker for auto-documentation, and a white-labelled Customer Portal for seamless aftersales. Built as a SaaS platform with flexible pricing, Makula helps manufacturers scale service and maintenance operations globally.Starting Price: $65/month -
46
Digital Twin Studio
CreateASoft
Data Driven Digital Twin toolset to help you Visualize, Monitor, and Optimize your operation in Real-Time using machine learning and AI. Control your Cost of SKU, Resources, Automation, Equipment and more. Real-Time Visibility and Traceability - Digital Twin Shadow Technology. Digital Twin Studio® Open Architecture enables it to interact with a multitude of RTLS and data systems – RFID, BarCode, GPS, PLC, WMS, EMR, ERP, MRP, or RTLS systems Digital Twin with AI and Machine Learning - Predictive Analytics and Dynamic Scheduling Real-time predictive analytics deliver insights via notifications when issues are identified before they occur with state of the art Digital Twin Technology Digital Twin Replay - View Past Events and Setup Active Alerts. Digital Twin Studio can replay and animate all past events through 2D, 3D and VR. Digital Twin Live Real-Time Metrics - Dynamic Dashboards - Simple drag and drop dashboard builder with unlimited layout capabilities. -
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Factbird
Factbird
Factbird is a game-changing end-to-end manufacturing intelligence solution that simplifies data gathering and analysis for all manufacturers. With this solution at your fingertips, you can finally take charge of your manufacturing efficiency and redefine the boundaries of success. Factbird devices simplify manufacturing data collection by automatically gathering data from sensors of your choice. The collected data is securely sent to the cloud where it is transformed into real-time actionable insights. Non-intrusive solution that can be installed in no time, without causing interruptions or downtime. Streamlined implementation, allowing for quick and efficient deployment without system overhauls. Advanced encryption and secure network communication protocols to ensure the utmost security and safeguard your valuable information. -
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Accevo Smart Factory
Accevo
Accevo Smart Factory is an all-in-one manufacturing operations platform that empowers factories to eliminate downtime, reduce waste, and accelerate digital transformation. Formerly known as ANT Solutions, Accevo offers intelligent modules for OEE monitoring, MES, MOM, APS, CMMS, QMS, and EMS—providing end-to-end visibility and control over production. The platform helps manufacturers transition to paperless operations while improving efficiency, energy management, and quality control. With cloud and on-premise deployment options, Accevo ensures scalability, security, and flexibility for every industrial environment. Its real-time analytics and AI-ready architecture enable faster decisions, improved productivity, and measurable ROI within weeks. Trusted by global brands like Recaro, Servier, and Fiat, Accevo leads the future of connected, data-driven manufacturing. -
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OEE Toolkit Suite
FullFact Solutions
Our OEE Toolkit Software Suite makes it possible to analyze machine effectiveness within discrete, batch, and continuous production processes. This OEE software suite – which consists of the OEE Toolkit and four optional OEE Toolkit modules, will enable you to interpret your losses and start improving production effectiveness for continuous improvement, based on facts and figures. The heart of our OEE Toolkit is OEEblue (OEE Toolkit 7.0). The factory analyzer, the core will provide all parties with relevant information. It also provides detailed insights into what happened during each shift and allows retrospective or real-time manual data entry. There are five reasons why this solution is being used by so many manufacturers, plants and production lines. OEEblue measures all production data accurately and automatically, semi-automatic or manual. It gives you real-time visualised information about any type of manufacturing equipment. -
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FlexLink Production Monitoring
FlexLink Systems
FlexLink Production Monitoring is our OEE software for improved factory utilization, visibility and control. Manage both your product and information flow by combining our conveyor systems and handling solutions with our efficiency toolbox. Get a quick overview of your production line efficiency – are the process machines busy or starving most of the time? What is the average cycle time and yield over the last 8 hours? You get the answers with FlexLink’s Production Monitoring tool. You can only improve what you measure. Gain access to important production efficiency data in real time with FlexLink’s Production Monitoring tool. Locate bottlenecks and root causes through production and machine utilization reports, or make trend analyses and comparisons. The intuitive user interface lets you easily navigate through the line. Simply scroll down the machine list and data collection points to visually monitor the status of your machines and production.
