Alternatives to Plutoshift
Compare Plutoshift alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Plutoshift in 2026. Compare features, ratings, user reviews, pricing, and more from Plutoshift competitors and alternatives in order to make an informed decision for your business.
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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. -
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Aizon
Aizon
Aizon: Intelligent GxP Manufacturing Aizon enables pharmaceutical and biotech manufacturers to transform operations with AI-powered solutions purpose-built for GxP environments. Our platform helps reduce variability, increase yield, and ensure product quality—consistently and at scale. Aizon Execute — Intelligent Batch Record (iBR): Digitize manufacturing in weeks, not months, reducing deviations and accelerating batch release. Aizon Unify — Contextualized Intelligent Lakehouse: Integrate and contextualize data across systems and sites to drive actionable insights for manufacturing excellence. Aizon Predict — GxP AI Industrialization: Deploy predictive AI to optimize critical process parameters, improve Right-First-Time rates, and boost yield. With Aizon, manufacturers move beyond compliance to achieve operational intelligence—analyzing the past, mastering the present, and shaping the future of production. -
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Smart Inventory Planning & Optimization
Smart Software
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 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
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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Clari
Clari
A Revenue Operations Platform that accelerates revenue results. Automated CRM updates? Check. Time series analysis? Check. But Clari is much more than innovative features. By combining revenue intelligence with forecasting and execution insights, Clari solves your real problem—efficiently and predictably hitting your targets, quarter after quarter, year after year. Purpose-built to drive more predictable revenue, Clari’s Revenue Operations Platform takes previously untapped data—from email, CRM, call logs and beyond—and turns it into execution insights for your entire revenue team. Clari backs up human intuition with AI insights, so your team can forecast with newfound accuracy and foresight—using a consistent, automated process that flexes to manage every business in your company. Harvest valuable activity data from reps, prospects and customers so you always know what’s going on in your deals, your teams, and in your business. -
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TrendMiner
TrendMiner
TrendMiner is a fast, powerful and intuitive advanced industrial analytics platform designed for real-time monitoring and troubleshooting of industrial processes. It provides robust data collection, analysis, and visualization enabling everyone in industrial operations for making smarter data-driven decisions efficiently to accelerate innovation, optimization, and sustainable growth. TrendMiner, a Proemion company, is founded in 2008 with our global headquarters located in Belgium, and offices in the U.S., Germany, Spain and the Netherlands. TrendMiner has strategic partnerships with all major players such as Amazon, Microsoft, SAP, GE Digital, Siemens and Aveva, and offers standard integrations with a wide range of historians such as OSIsoft PI, Yokogawa Exaquantum, AspenTech IP.21, Honeywell PHD, GE Proficy Historian and Wonderware InSQL. -
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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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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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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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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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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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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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Lumada IIoT
Hitachi
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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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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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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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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HighByte Intelligence Hub
HighByte
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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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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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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Skyland PIMS
IDBS
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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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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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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PathWave Manufacturing Analytics
Keysight Technologies
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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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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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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PARCview
dataPARC
Enable data-driven decision-making on the plant floor and across your enterprise. Improve your company’s decision-making and troubleshooting capabilities with our real-time manufacturing analytics software. PARCview provides a single source of truth for all your manufacturing data. Aggregate disparate data from machines and manufacturing systems such as ERP, MES, lab, & quality systems, to develop the insights that drive continuous improvement. Give your operators, engineers, & SMEs the power to develop data-driven solutions to your most challenging process issues. Give them PARCview – the most flexible, powerful, & easy-to-use industrial analytics toolkit available. -
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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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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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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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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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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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Factory Harmonizer
SimAnalytics
SimAnalytics' Factory Harmonizer is an industrial analytics platform that blends real-time production data with automated machine learning to deliver actionable insights that help operators and engineers improve efficiency, stability, quality, and sustainability across continuous and batch manufacturing processes. It simplifies complex production data by visually presenting root causes of disturbances and opportunities for optimization, offering real-time monitoring, customizable dashboards, and intuitive web-based interfaces that reduce time spent on data interpretation. It seamlessly integrates with distributed control systems, historian databases, laboratory and quality management systems, and includes modules like FH Cycle for batch process control, FH Harmony for holistic production stability analysis, and FH Soft Sensors for real-time estimation of difficult or costly-to-measure variables, enabling proactive adjustments and reduced waste. -
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Anodot
Anodot
Anodot applies AI to deliver autonomous analytics in real-time, across all data types, at enterprise scale. Unlike the manual limitations of traditional Business Intelligence, we provide analysts mastery over their business with a self-service AI platform that runs continuously to eliminate blind spots, alert incidents, and investigate root causes. Our platform uses patented machine learning algorithms to isolate issues and correlate them across multiple parameters. This helps eliminate business insight latency and supports smart, rapid business decision-making. Anodot has nearly 100 customers in digital transformation industries like eCommerce, FinTech, AdTech, Telco, Gaming, including Microsoft, Lyft, Waze, and King. Founded in 2014, Anodot is headquartered in Silicon Valley and Israel, with Sales offices worldwide. -
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Waylay
Waylay
Modular IoT platform providing best-of-breed OEM technology for back-end development and operations, enabling accelerated IoT solution delivery at scale. Advanced rule logic modeling, execution and lifecycle management. Automate any data workflow, from the simple to the complex. The Waylay platform is built from the ground up to natively cope with the multiple data patterns of IoT, OT and IT. Leverage streaming and time series analytics within the same collaborative intelligence platform. Accelerate the time to market of your IoT solutions by easily delivering self-service and KPI-centric apps to non-developer teams. Find out what automation tools are best suited to your IoT use case, then test them against the benchmark. IoT application development is fundamentally different from “normal” IT development. It requires bridging the physical world of Operations Technology (OT) with sensors, actuators and gateways to the digital world of Information Technology (IT) with databases. -
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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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Azure Time Series Insights
Microsoft
Azure Time Series Insights Gen2 is an open and scalable end-to-end IoT analytics service featuring best-in-class user experiences and rich APIs to integrate its powerful capabilities into your existing workflow or application. You can use it to collect, process, store, query and visualize data at Internet of Things (IoT) scale--data that's highly contextualized and optimized for time series. Azure Time Series Insights Gen2 is designed for ad hoc data exploration and operational analysis allowing you to uncover hidden trends, spotting anomalies, and conduct root-cause analysis. It's an open and flexible offering that meets the broad needs of industrial IoT deployments.Starting Price: $36.208 per unit per month -
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Nixtla
Nixtla
Nixtla is a platform for time-series forecasting and anomaly detection built around its flagship model TimeGPT, described as the first generative AI foundation model for time-series data. It was trained on over 100 billion data points spanning domains such as retail, energy, finance, IoT, healthcare, weather, web traffic, and more, allowing it to make accurate zero-shot predictions across a wide variety of use cases. With just a few lines of code (e.g., via their Python SDK), users can supply historical data and immediately generate forecasts or detect anomalies, even for irregular or sparse time series, and without needing to build or train models from scratch. TimeGPT supports advanced features like handling exogenous variables (e.g., events, prices), forecasting multiple time-series at once, custom loss functions, cross-validation, prediction intervals, and model fine-tuning on bespoke datasets.Starting Price: Free -
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Sedai
Sedai
Sedai is an autonomous cloud management platform powered by AI/ML delivering continuous optimization for cloud operations teams to maximize cloud cost savings, performance and availability at scale. Sedai enables teams to shift from static rules and threshold-based automation to modern ML-based autonomous operations. Using Sedai, organizations can reduce cloud cost by up to 50%, improve performance by up to 75%, reduce failed customer interactions (FCIs) by 75% and multiply SRE productivity by up to 6X for their modern applications. Sedai can perform work equivalent to a team of cloud engineers working behind the scenes to optimize resources and remediate issues, so organizations can focus on innovation.Starting Price: $10 per month -
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Trendalyze
Trendalyze
Decisions can't wait. Compress machine learning projects from months to minutes. Like Google, our AI search engine brings you insights instantly. Inaccuracy costs money. Patterns reveal what KPIs and averages miss. TRND uncovers the patterns that provide the early warning signs missing from the KPIs. Empower the decision maker. Trends are most relevant to decision-makers who want to know whether a threat or an opportunity is bubbling up. In the digital economy knowledge is money. TRND enables creation of sharable pattern libraries that facilitate fast learning and deployment for business improvement. If you can't monitor all, you monetize none. TRND doesn't just find needles in haystacks; it constantly monitors all needles for relevant information. If you can't afford it, you can't do it. It used to be that scale broke the bank. Our search-based approach makes micro monitoring at scale affordable. -
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SolvoNext
ORCA LEAN
A powerful problem-solving software that standardizes root cause analysis, accelerates issue resolution, and ensures corrective actions are tracked and sustained. SolvoNext - PDCA comes with an advanced tool box of more than 30 tools which include the 7 QC tools from ASQ, several charts and graphs, Human Error Analysis tools, Lean Manufacturing tools, Six Sigma tools, and several charts and graphs. You can also upload your own attachments and files, as you solve problems and want to exchange important information related to the project. -
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Braincube
Braincube
Manufacturing is at a crossroads: there is overwhelming pressure to ‘transform’ operations and move into Industry 4.0. It may feel like the weight of the world is on your shoulders as you try digitizing operations, optimizing processes, and increasing share, possibly with fewer resources than before. Braincube helps you take control of your data and transform your operations. We start by connecting your data, from any system, in any format. Your centralized data is continuously updated and available 24/7. Our middleware ingests and cleans your raw data in real-time so you have actionable insights on how to reduce cost and risk, optimize, and improve quality. It automates data manipulation and calculations, which eliminates the long and costly time needed to select, extract, transfer and prepare your data. Your raw data is constantly put in its context and is ready to be analyzed. Now you have structured, contextualized data, a Digital Twin, that you can use any time, on any line. -
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Avora
Avora
AI-powered anomaly detection and root cause analysis for the metrics that matter to your business. Using machine learning, Avora autonomously monitors your business metrics 24/7 and alerts you to critical events so that you can take action in hours, rather than days or weeks. Continuously analyze millions of records per hour for unusual behavior, uncovering threats and opportunities in your business. Use root cause analysis to understand what factors are driving your business metrics up or down so that you can make changes quickly, and with confidence. Embedded Avora’s machine learning capabilities and alerts into your own applications, using our suite of APIs. Get alerted about anomalies, trend changes and thresholds via email, Slack, Microsoft Teams, or to any other platform via Webhooks. Share relevant insights with other team members. Invite others to track existing metrics and receive notifications in real-time. -
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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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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. -
47
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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DataPortia
Atorcom
DataPortia is an advanced on-premises industrial data acquisition and reporting software with built-in AI analytics. It connects to automation systems via OPC UA protocol (Siemens, ABB, Valmet, Beckhoff, Schneider, Honeywell, Rockwell), collects 2000+ measurement points per second, and stores time-series data in PostgreSQL/TimescaleDB. Key features: - Real-time dashboards with gauges, charts, bar charts, and tables - Interactive trend views with ECharts visualization and drag-to-zoom - Comprehensive reporting with CSV and PDF export - Automated report scheduling (daily, weekly, monthly, custom) - AI-powered data analysis with local Ollama LLM (anomalies, forecasts, cost optimization, reports) — no cloud dependency - OPC UA Alarms & Conditions management with analytics and export - OPC UA history read from server historian - Calculation circuits (cumulative and non-cumulative formulas) - Tag transfer, copy and merge between connections - TimescaleDB time-series databaseStarting Price: 4000€/one-time -
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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. -
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Create efficiencies and cut costs in your material replenishment systems with Zebra MotionWorks™ Material. Not only does it allow you to manage and automate material flow throughout your entire operation, MotionWorks Material also provides invaluable insights that let you put that data into action. Optimize your processes, get insights into smarter material usage, increase flexibility, and ensure just-in-time delivery of material for line-side replenishment. Get the kind of reliable communication, accountability, and measurability that ensure just-in-time delivery, reduce downtime and positively impact your bottom line. MotionWorks Material eliminates disjointed, labor-intensive processes. It provides material handlers and other members of the supply chain access to actionable, real-time demand from the factory floor. With this immediate visibility, the workforce can focus on delivering the necessary parts without unnecessary movement.
