Alternatives to PARCview

Compare PARCview alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to PARCview in 2026. Compare features, ratings, user reviews, pricing, and more from PARCview competitors and alternatives in order to make an informed decision for your business.

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    TRACTIAN

    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 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.
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    PINpoint V5 MES

    PINpoint V5 MES

    PINpoint Information Systems

    When you work with PINpoint, you’re getting the power behind 25 years of focus on manufacturing excellence. As a recognized leader in the Manufacturing Execution System (MES) category, we give customers the ability to optimize efficiency and quality, and deliver a positive return on their investments. MES is all we do. PINpoint V5 MES is a completely ‘out of the box’ configurable solution that can be deployed quickly, allowing you to realize results early. PINpoint gives you complete visibility and allows you to control all aspects of your plant floor. Our revolutionary and proprietary 5 Bucket model tracks every second of time for every station, product, process and operator on the line! It allows you to see the Hidden Factory so you can drive improvements to Quality and Efficiency.
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    Solumina

    Solumina

    iBase-t

    iBase-t is a trusted provider of software solutions for complex, highly-regulated manufacturers. Solumina, iBase-t's manufacturing execution system (MES), significantly improves manufacturing productivity, quality, and compliance by helping supervisors, operators, and plant managers to gain visibility and improve performance. By leveraging Solumina, users are provided with accurate work instructions, paperless processes, real-time data, and manufacturing intelligence. Powerful integrations include Maintenance, Repair and Overhaul (MRO), Manufacturing Execution Systems and Operations Management (MES/MOM), Supplier Quality Management (SQM), and Enterprise Quality Management Systems (EQMS).
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    Smart Inventory Planning & Optimization
    Smart Software is a leading provider of demand planning, inventory optimization and supply chain analytics solutions headquartered in Belmont, Massachusetts, USA. Founded in 1981 Smart has helped thousands of customers plan for future demand utilizing industry-leading statistical analytics. Smart Inventory Planning & Optimization (IP&O) is the company’s next-generation suite of native web applications, helping inventory carrying organizations reduce inventory, improve service levels and streamline Sales, Inventory, and Operations Planning. Smart IP&O, hosted on Amazon Web Services, is a Digital Supply Chain Platform driving three applications: demand planning, inventory optimization, and dashboard reporting. Smart IP&O functions as a transparent extension of our customers’ ERP systems of choice, receiving daily transaction data and returning forecasts and inventory policy values to drive replenishment and production planning.
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    Mingo

    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.
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    Fulcrum

    Fulcrum

    Fulcrum

    We make software. For manufacturers. Really awesome software. That works well, and is pretty. Why? Faster rockets. Better cars. Cheaper production. What would happen if everything could be made 30% faster, better, stronger? Let's create that future together. Fulcrum, a product by Atlas Solutions, is a SaaS enterprise platform allowing small and mid-sized manufacturers to improve efficiency through workflow optimization and automated data collection. Fulcrum delivers value through a fully digital, paperless workflow leveraging machine learning, automation, predictive analytics, and advanced heuristics to drive throughput and profitability. We're helping manufacturers transition to cutting edge software that lowers the stress of everyday operations, gets more out of good employees, automates the tasks you hate so you can focus on what really matters - customer relationships.
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    Siemens Opcenter Intelligence

    Siemens Opcenter Intelligence

    Siemens Digital Industries Software

    Opcenter Intelligence (formerly known as "Manufacturing Intelligence") is a modern enterprise manufacturing intelligence solution targeting the current and future transformational technologies that are shaping the future of data analytics for manufacturing: mobile internet, cloud computing and advanced analytics. Opcenter Intelligence connects, organizes and aggregates manufacturing data from disparate company sources into cohesive, intelligent and contextualized information in order to gain immediate and actionable insights. The information includes process data combined with business information, operations data and key performance indicators (KPIs) that affect manufacturing.
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    Glassdome

    Glassdome

    Glassdome

    The Glassdome Platform is a unified operations platform that transforms real-time manufacturing data into actionable insights for both operational performance and sustainability outcomes. The platform enables manufacturers to collect data directly from equipment and machines across their facility, duplicate and preserve raw data, aggregate and harmonize multiple data sources, adjust and correct anomalies, and deliver automated reporting and dashboards to drive decision-making with precision. With features such as real-time data integration, advanced analytics, customizable dashboards, automated reports, and scalable deployment, the solution supports both production monitoring and product carbon footprint management from the same platform. Users gain visibility into machine downtime, overall equipment effectiveness (OEE), scrap rates, quality issues, and staffing/inventory interruptions.
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    Vanti

    Vanti

    Vanti

    Vanti’s manufacturing analytics is a robust solution for today’s plant professionals. With its ability to fuse manufacturing data from multiple sources, Vanti offers an automated, intuitive, manufacturing insights platform. Using advanced natural language processing, Vanti provides clear interpretations of complex production behaviors and delivers actionable insights. This simplifies your data exploration, making it as easy as having a conversation. Vanti allows users to interact with their data through simple, conversational queries. Alongside these interactions, the platform automatically generates detailed visualizations, such as charts and highlights, for a deeper understanding of the data. All of this is incorporated into an intuitive user interface, providing easy navigation and operation, regardless of your technical expertise. Through Vanti’s sophisticated manufacturing analytics, professionals can gain a comprehensive understanding of plant behavior.
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    SAP Digital Manufacturing Cloud
    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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    TrendMiner

    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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    DataXchange

    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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    Mareana Manufacturing Intelligence
    Mareana is a cloud-based Enterprise AI platform that connects siloed manufacturing data and enables real-time contextualization, processing, and predictive analytics to drive insightful business decisions. Mareana Manufacturing Intelligence helps small, medium, and large-scale enterprises improve yield, unlock capital and comply with regulatory mandates. Key Benefits with Mareana Intelligence Platform: - Connect all your Data in One Place like Paper batch records, CMO Process data, and Unstructured data - Create Product Genealogy in Real-Time and get Granular Product details, Process Anomalies & Variations, and New Data Impact Analytics - Unlock Capital by releasing On Hold Batches, Improving yield, and reducing Up-stream/Down-stream Non-Conformances - Execute Compliance Filings Flawlessly by ensuring complete reporting, leveraging all data sources, and reducing errors in filings 3 out of the top 10 pharmaceutical companies in the US are using Mareana's Platform for CPV & CMC.
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    ShiftWorx

    ShiftWorx

    FreePoint Technologies Inc.

    FreePoint Technologies' ShiftWorx is a unique grouping of modules that provide an end-to-end solution for continuous improvement across the production floor. ▪ Production Management - Real-time information on machine performance, jobs, and operator workforce. ▪ Performance Analysis - Metrics at the machine, line or plant for historical, situational and predictive insights. ▪ Quality & Compliance - Benchmarking, standards and procedures to meet audit and compliance regulations. ▪ Team Member Development & Performance - Operators have better tools for creating value added work. ShiftWorx provides a ‘holistic’ shopfloor management platform that when applied in whole or in succession affords manufacturers a production optimization solution backed by Toyota Production System (TPS) consulting expertise. Measure, Analyze, and Improve with ShiftWorx! Contact us for a complimentary consultation from our TPS experts! Schedule a software demo specific to your Industry today!
    Starting Price: $125
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    FactoryLogix

    FactoryLogix

    Aegis Industrial Software

    FactoryLogix by Aegis Software is redefining the concept of Manufacturing Execution Software (MES). FactoryLogix delivers state-of-the-art technology with an integrated suite of software modules to transform manufacturing operations. As an end-to-end platform, FactoryLogix covers the entire manufacturing lifecycle--from product launch to material logistics, manufacturing execution, up to powerful analytics and dashboards--giving manufacturers the speed, visibility, and control needed for competitive advantage.
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    WATS

    WATS

    Virinco

    Use Manufacturing Test & Repair Data to improve cost of internal inefficiencies, warranty claims and supply chain collaboration. WATS is a Manufacturing Intelligence solution for any sized Electronics manufacturers, within the industries of industrial electronics, consumer electronics, medical instrumentation, automotive, and aerospace & defence. WATS features global data acquisition, from your internal and sub-contracted manufacturing. From any test or repair data format. It helps you to quickly identify your most frequent failures and issues, across multiple dimensions. Such as True First Pass Yield for products, revisions, factories and test stations, OEE, CPK, dashboards++ In addition to detailed test and repair data analytics, WATS features customizable alarming capabilities, operator interfaces, detail-rich test asset maintenance management, and centralized distribution mechanism for properties such as test software, unit firmware, serial numbers and MAC addresses.
    Starting Price: €249 / month
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    PathWave Manufacturing Analytics
    Combining test and measurement expertise with data science and big data engineering, the PathWave Manufacturing Analytics platform provides actionable insights for every level in your organization in the smart factory of the future. Improve yield, lower retest and handling, and lower the cost of poor quality with big data advanced analytics that really works. Accelerate your Return on Investment and business outcomes with unique, innovative analytics. Predict potential quality issues in real-time manufacturing with optimized machine learning anomaly detection models. Save the workspace and see your own personalized dashboard on demand, real-time from anywhere. Use no-code specially curated diagnostic tools and visualizations for all levels of operators, technicians and engineers.
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    Quartic.ai

    Quartic.ai

    Quartic.ai

    The Quartic AI platform helps companies overcome the challenges of deploying smart manufacturing technology to achieve peak operational efficiency faster. Whether your manufacturing data is in a cloud data lake or at the edge, the Quartic AI platform connects easily to your data and turns it into analytics-ready smart data with dynamic context. The platform’s automated machine-learning lets you build AI applications using problem-solving workflows and combines it with complex event processing for the deployment of streaming analytics in a stress-tested, reliable microservices framework. Flexible, well-understood industrial workflows reduce customization efforts to bring speed to your enterprise-wide scaling, increase IT-OT alignment, and speed up adoption. A platform built by design to accelerate and provide scalable IIoT and AI solutions. A full-stack, edge-to-enterprise, comprehensive and complete solution focused on the OT user. Start with an asset, build a smart enterprise!
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    Oden Technologies

    Oden Technologies

    Oden Technologies

    The information operators need to be high performers, available in one click. Oden Technologies enables manufacturers to harness their complex manufacturing data to achieve unparalleled performance at the front line. Our solutions translate billions of data points from streaming process sources and contextual production systems into process recommendations, predicted outcomes, pre-built visualizations, and so much more. Oden’s unique turnkey infrastructure, hands-on customer success team, and easy-to-use interfaces drive results in weeks, not years. Prescriptive process recommendations delivered to machine operators that adjust to real-time line constraints and organizational goals. Process AI empowers new operators to perform like experienced team members. Out-of-the-box and configurable analytics and visualizations to uncover opportunities and root causes of efficiency loss. Factory analytics serves the various groups surrounding the operator to dive into their data and get insights.
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    AIMSCO

    AIMSCO

    AIMSCO

    AIMSCO eChecksheets™ (eCS) are a digital cloud-based version of this standard method to collect a variety of production, quality, visual and process data in real time at point-of-use providing instant visibility. eCS can be quickly built and deployed at a single site or across multiple plants and support multiple languages. Built with an extensive library of industrial eCheckitems™ (eCI), eCS are managed by key users to implement data collection and continuous improvement initiatives. In addition to manual data capture, eCI can be automatically populated by equipment interfaces (IoT) or enterprise systems through standard web service interfaces. Leveraging the Microsoft Azure Cloud, AIMSCO Power Plant™ services integrate eCS data seamlessly with Microsoft Power BI® through custom data models for advanced analytics and process visualization.
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    ArchFX Platform

    ArchFX Platform

    Arch Systems

    The intelligent ArchFX platform, with the latest database, software, hardware, and AI solutions, is specifically designed to transform electronics assembly operations. Insights for tomorrow are here– today. Manufacturers can now accurately and efficiently forecast conditions and concerns and proactively respond. Our clients are revolutionizing manufacturing with immediate information and deep analysis that generates 30x ROI. See how the ArchFX platform is built to provide analytics and alerts. We mean every machine. Not from just some select vendors. Not just the machines with modern APIs. With our multi-faceted software and hardware connectors, we collect rich data from all machines on the line. From the newest pick-and-place machine to the assembly machines down the line. Machine data is instantly delivered to high performance, multi-threaded brokers. You get real-time dashboards and alerts fed by the normalized data of The ArchFX Broker.
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    3DEXPERIENCE

    3DEXPERIENCE

    Dassault Systèmes

    Connect the virtual and real worlds with the Dassault Systèmes 3DEXPERIENCE® platform to Collaborate, Model, Optimize and Perform operations. Define the plant layout, flow, assets and resources needed to produce products efficiently and in a safe environment. Enrich the product and resource definition; define and validate a process plan and create work instructions to meet production goals. Supply Chain Planning & Optimization across all planning horizons; gain visibility with planning and scheduling to minimize disruptions. Transform global production operations to achieve and sustain operational excellence with Manufacturing Operations Management. Create, manage, and govern operational processes on a global scale.
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    HighByte Intelligence Hub
    HighByte Intelligence Hub is a DataOps software solution purpose-built for industrial data. The Intelligence Hub enables manufacturers to securely collect, model, and stream industrial datasets to and from IT systems without writing or maintaining code. The software is deployed at the Edge to merge real-time, transactional, and time-series data into a single payload for consuming applications. With the Intelligence Hub, users can speed system integration time, rapidly leverage contextualized data for analytics, ML, and AI agents, and govern data standards across the enterprise. HighByte Intelligence Hub provides the critical data infrastructure for Industry 4.0. HighByte Intelligence Hub is a software solution that solves data architecture and integration problems at scale for industrial operations. The Intelligence Hub combines Edge operations, advanced data contextualization, and the ability to deliver unique and specific data to multiple end applications in a code-free solution.
    Starting Price: 17,500 per year
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    FourJaw

    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
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    Seeq

    Seeq

    Seeq Corporation

    Seeq is the first application dedicated to process data analytics. Search your data, add context, cleanse, model, find patterns, establish boundaries, monitor assets, collaborate in real time, and interact with time series data like never before. Whatever your process historian or operational data system of record – the OSIsoft® PI System®, Honeywell's Uniformance® PHD, Emerson DeltaV and Ovation, Inductive Automation's Ignition, AspenTech IP.21, Wonderware, GE Proficy or any other – Seeq can connect and get you working in minutes. In the current hype around predictive analytics, machine learning, and data science, what’s missing are solutions to the real challenges to an analytics-driven organization. Tapping the expertise of your current employees. Support for collaboration and knowledge capture to foster sharing and reuse of analytics efforts. And the ability to rapidly distribute insights to the people who need them to quickly improve outcomes.
    Starting Price: $1000.00/year/user
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    Visplore

    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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    Skyland PIMS
    End-to-end Product and Process Data Management. Skyland PIMS® provides emerging & global drug sponsors and CMOs a collaborative workspace to manage critical development, manufacturing and quality data. Our cloud-based, validatable software allows for fast deployment and low TCO. Maintain data content, understanding, and control across the supply chain. Faster and more efficient scale-ups, tech transfers, and commercial releases. Capture batch data and access summary dashboards for data monitoring, release status, analysis and reporting. Manage product and process specifications and target control limits. Easily create an audit trail. Automatically integrate Batch and Limits data to produce process analysis and control charts. Fulfill CPV/APR reporting requirements. Persistent product and process data library for data transparency and integrity across global networks. Streamline product and process data management throughout the product lifecycle and supply chain.
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    Digital Twin Studio
    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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    Guidewheel

    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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    Lumada IIoT
    Embed sensors for IoT use cases and enrich sensor data with control system and environment data. Integrate this in real time with enterprise data and deploy predictive algorithms to discover new insights and harvest your data for meaningful use. Use analytics to predict maintenance problems, understand asset utilization, reduce defects and optimize processes. Harness the power of connected devices to deliver remote monitoring and diagnostics services. Employ IoT Analytics to predict safety hazards and comply with regulations to reduce worksite accidents. Lumada Data Integration: Rapidly build and deploy data pipelines at scale. Integrate data from lakes, warehouses and devices, and orchestrate data flows across all environments. By building ecosystems with customers and business partners in various business areas, we can accelerate digital innovation to create new value for a new society.
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    MontBlancAI

    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.
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    Sight Machine

    Sight Machine

    Sight Machine

    Making Manufacturing Stronger, Sustainable and Resilient: Sight Machine improves the productivity, profitability and sustainability of manufacturing by providing continuous, real-time understanding and control of manufacturing operations. This goal - using vast amounts of data from factory floors to reveal problems and opportunities in plants - has been a focus of manufacturers and many industrial and software companies for years, and for most, it has proved daunting and extremely frustrating. Data on factory floors and across supply chains is abundant - however, the ability to use it, despite the advent of AI, IoT and a number of other promising technologies, is quite limited and does not scale. Sight Machine brings a product solution to this market. It scales and it works. With technology that is at least several generations ahead of others, the company nonetheless focuses intently on delivering concrete improvement and quantifiable outcomes for clients.
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    Plutoshift

    Plutoshift

    Plutoshift

    Plutoshift's Operational Data Platform (ODP) delivers automated performance monitoring and predictive analysis for physical infrastructure to drive efficiency, reduce cost and waste, and help build more resilient sustainable businesses. Extracting and processing raw data for analysis is often the biggest challenge to delivering value. Plutoshift ingests, processes, and curates all your infrastructure, business, and even third-party data, creating a foundation for generating insights. We automate and maintain the entire data pipeline without the need for additional IT resources. Plutoshift provides organizations with an always-on view of their operations at the workflow, site, and enterprise level. Operators have an immediate view of trends and KPIs for every process and asset. With configurable alerts, response tracking, and contextual reports, teams can quickly identify problems, prevent downtime, and uncover the root cause of issues.
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    FlexSim

    FlexSim

    FlexSim Software Products, Inc.

    FlexSim is a problem solving tool that allows you to accurately answer any question about your business. It's powerful simulation software, built from the ground up to make simulation as easy as possible, without sacrificing an ounce of function or visual appeal. You can create beautiful, detailed models that deliver results yet make an impact in the way spreadsheets or charts never could, and you can do it all in just minutes with drag-and-drop controls and easy-to-use features.
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    Predator MDC

    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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    EviView

    EviView

    EviView

    EviView is a comprehensive digital daily management system designed to centralize and standardize frontline operations in batch manufacturing environments. The platform digitizes shift handovers, tiered meetings, audits, and continuous-improvement initiatives by connecting teams to real-time data and KPIs, replacing fragmented Excel trackers and paper logs. EviView adapts to existing processes and scales as needs evolve, while single-tenant VPC hosting and SSO-over-SAML ensure enterprise-grade security. Global leaders in pharmaceuticals, biopharma, chemical, food & beverage, energy, and other batch industries use EviView to reduce downtime, boost safety incident reporting, and drive continuous improvement. From browser-based dashboards to mobile access, the system transforms scattered data into actionable insights, aligns teams around a single source of truth, and empowers managers to make confident, data-driven decisions that elevate operational excellence.
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    Dploy Solutions

    Dploy Solutions

    Dploy Solutions

    Dploy Solutions is a suite of scalable cloud-based digital manufacturing software and IIoT platform solutions designed and priced for small to mid-sized manufacturers and distributors looking to grow their businesses. It brings data together from your top floor to your shop floor, including machine data, and it links your organization’s strategic goals with your operational excellence activities and digital manufacturing technologies. This integration gives you the tools you need to quickly make smart, informed decisions at all levels of the organization, achieve your operational and financial goals faster, and build a sustainable competitive advantage in the marketplace.
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    EASE

    EASE

    Ease Inc.

    EASE is the innovative audit and insights platform used by leading manufacturers to conduct layered process audits, safety audits, 5S and more. EASE brings visibility and accountability to the plant floor through real-time actionable data and streamlines how manufacturers administer, conduct and respond to plant floor audits. Forget paper and pencils. The EASE mobile app guides your audits including responses to non-conformances and annotated photos that provide visual evidence. With Issue tracking, assign issues to appropriate parties and ensure they’re closed out. Interactive dashboards and customizable reports provide real-time audit results and insights by line, plant, region or business unit.
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    SymphonyAI Industrial
    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
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    BIOVIA

    BIOVIA

    Dassault Systèmes

    BIOVIA solutions create an unmatched scientific management environment that can help science-based organizations create and connect biological, chemical and material innovations to improve the way we live. The industry-leading BIOVIA portfolio is focused on integrating the diversity of science, experimental processes and information requirements end-to-end across research, development, QA/QC and manufacturing. Capabilities over the areas of Scientific Informatics, Molecular Modeling/Simulation, Data Science, Laboratory Informatics, Formulation Design, BioPharma Quality & Compliance and Manufacturing Analytics. BIOVIA is committed to enhancing and speeding innovation, increasing productivity, improving quality and compliance, reducing costs and accelerating product development for customers in multiple industries. Manage and connect scientific innovation processes and information across the product lifecycle.
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    Manufacturo

    Manufacturo

    Manufacturo

    MANUFACTURO is a dynamic, cloud-based software solution designed for the modern high-change manufacturing industry. By consolidating disparate systems into one cohesive platform, your organization is effortlessly streamlining operations, improving data accuracy, and enhancing operational efficiencies. Our key differentiators are your new competitive advantage. Traceability and nonconformance management are just two examples of industry-leading capabilities that showcase Manufacturo’s unique value. Cutting-edge traceability, powered by advanced monitoring technology, provides you with a holistic view of your manufacturing operations. From inspection of materials arriving at your facility to customer shipment, you’ll realize enhanced safety, compliance, and operational efficiency, driven by real-time situational awareness that’s available at your fingertips. Our built-in nonconformance management solution seamlessly integrates with your organization’s production, inventory
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    Fuuz

    Fuuz

    Fuuz

    Fuuz is an industrial-operations platform that unifies manufacturing execution, warehouse management, asset monitoring, and data intelligence into one enterprise-grade system, designed to bridge the divide between OT and IT while enabling scale, agility, and rapid deployment. It enables users to connect, collect, store, analyze, and visualize real-time data across machines, sensors, edge devices, and legacy systems, normalizing and contextualizing industrial data for live use. With built-in support for secure edge-to-cloud connectivity, drag-and-drop low-code application design, and adaptive AI-driven workflows, including pre-built accelerators and templates, the platform aims to reduce implementation friction and accelerate time to value. Fuuz offers native integration with ERPs, automation systems, cloud platforms, and AI tools, supporting full-stack visibility from plant floor to enterprise.
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    PlantOS

    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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    Phaidra

    Phaidra

    Phaidra

    We support large-scale manufacturing facilities focused on developing the world's most sensitive and critical medications. Our in-house engineering team has deep knowledge of manufacturing plants and is experienced in process control, process operations, process engineering, and process design. The pulp, paper, packaging and converting industries utilize considerable resources to transform raw material into everyday products. These systems are large, complex and highly variable. Our real-time control service enables domain experts to achieve their desired KPIs. Data centers have massive process cooling needs. Phaidra excels at optimizing these mission-critical infrastructures. Our AI agent is configurable and adaptable. If you have sufficient data and system complexity, we can help you optimize your system.
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    Q.Shop

    Q.Shop

    QDataHub

    Q.Shop, formerly known as Quince Shop Floor Data Collector, is a manufacturing software solution that is specifically designed for those in the repair and overhaul industry. Repair and overhaul manufacturing can be labour intensive and complex. Q.Shop is a unified data collection system that brings together shop floor inspection plans, process manuals, work instructions, and machinery inputs in one place. Q.Shop platform facilitates traceability and simplifies collaboration among technicians, supervisors, and managers. Q.Shop manufacturing solution also offers a complete job and employee scheduler. It maximizes process efficiency, in regard to not only machine operation but also personnel placement. Operators are scheduled based on their shift hours, experiences, skill levels and amount of achieved certifications/ licenses. Q.Shop increases productivity by providing the most suitable schedule for your current workforce, machinery, inventory and sales volume.
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    FactoryTalk Transaction Manager
    Manage your manufacturing processes by integrating the critical data from your shop-floor with enterprise IT and other manufacturing applications. Think of the power. FactoryTalk® Transaction Manager can take an industrial transaction and tightly link it to multiple systems so they act as one. This helps you establish an end-to-end link, giving you reliability to support enterprise-wide integration. In many cases, FactoryTalk Transaction Manager is used in data logging situations where production data from the control system needs to be saved in a database. Different from a historian application, this software provides a two-way exchange of data between applications, like between a database and a control system for downloading production work orders for example. FactoryTalk Transaction Manager offers new levels of integration and visibility into many of these critical data transactions.
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    Factory Harmonizer
    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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    Pavilion8

    Pavilion8

    Rockwell Automation

    Complex industrial processes make it challenging to be both market-driven and sustain profitable operations. Manufacturers must adjust their production methodology to introduce a greater variety of higher-value products and shorter production runs. They need to produce more, run efficiently and improve product quality to the limits of available equipment. For this, they must ensure maximum uptime and more efficient transitions with less waste. In addition, manufacturers are facing stronger public demand to reduce their environmental impact and operate within regulated emissions limits. Rockwell Automation Pavilion8® Model Predictive Control (MPC) technology is an intelligence layer on top of automation systems that continuously drives the plant to achieve multiple business objectives—cost reductions, decreased emissions, consistent quality, and production increases—in real-time.
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    FactoryTalk Edge Gateway

    FactoryTalk Edge Gateway

    Rockwell Automation

    Industrial data is generated in such volumes and high speeds that it’s difficult to capture accurately. Even if you could, its use is likely limited by lack of both context and consumability. With operational data locked in disparate devices or siloed in systems of record, data scientists expend significant effort on data preparation and are hard-pressed to extract actionable industrial performance insights. FactoryTalk® Edge Gateway™ software addresses these challenges, unlocking actionable plant and enterprise-level insights to accelerate IIoT digital transformation. It simplifies and automates the collection, contextualization, and organization of industrial equipment data across machines, devices and automation assets at the source itself—enabling high data integrity from the outset. It provides the right foundation to drive edge-to-cloud IT/OT convergence at the enterprise level so that everyone from the shop floor to the top floor can make smarter decisions.