Best Web-Based Industrial Automation Software of 2026

For over two decades, Shoplogix has helped leading manufacturers worldwide unlock hidden production potential by transforming real-time machine and performance data into actionable insights. The platform automatically captures signals like downtime, scrap, and throughput, delivering visual dashboards that enable teams to identify bottlenecks, reduce losses, and improve continuously—both during shifts and in post-shift analysis. With OneSignal connectivity, Shoplogix integrates with any machine brand or type to deliver real-time, granular insights on slow-running, starved, or idle machines. Its intuitive visual management system allows operators and managers alike to quickly detect and act on issues. Integrated analytics provide powerful, slice-and-dice capabilities similar to leading BI tools, without leaving the platform. Designed for agility, Shoplogix supports scaling from a single line to multi-plant operations across geographies. Continuous improvement tools like Action Plans and Digital Andon alerts keep teams engaged, aligned, and empowered to act—making Shoplogix a powerful ally in the pursuit of operational excellence.

Unlock the full potential of your enterprise's time-series data with the dataPARC Historian. This solution elevates data management, facilitating smooth and secure data flow across your organization. Its design ensures easy integration with AI, ML, and cloud technologies, paving the way for innovative adaptability and deeper insights. Rapid access to data, advanced manufacturing intelligence, and scalability make dataPARC Historian the optimal choice for businesses striving for excellence in their operations. It's not just about storing data; it's about transforming data into actionable insights with speed and precision. The dataPARC Historian stands out as more than just a repository for data. It empowers enterprises with the agility to use time-series data more effectively, ensuring decisions are informed and impactful, backed by a platform known for its reliability and ease of use.

FactoryTalk®, Optix™, is a new visualization platform that accelerates the delivery of value through modern technologies, innovative designs, and scalable deployment options. FactoryTalk Optix is a tool that can improve your process, efficiency, and deliverables - all in one place. To achieve your HMI vision, take advantage of new levels in collaboration, scalability, and interoperability. SaaS-enabled workflows allow your team to collaborate from anywhere and at any time. You can harness the cloud to become more agile and deploy quickly, scaling according to demand. You can use the cloud to beat your competitors, make more profit and increase your return on investment. Transform how you collaborate! The cloud makes collaboration easier for customers, suppliers, and employees from all over the globe.

WEBICC SCADA includes advanced features for industrial monitoring, such as configurable alarms with notifications, maintenance alerts, email integration, and detailed historical reporting. The platform supports high-frequency data logging for long-term analysis and easily integrates with PLCs from Siemens, Mitsubishi, Allen-Bradley, Schneider, Phoenix Contact, Omron, and other industrial devices. Its lightweight server-client architecture allows for deployment on edge devices, reducing hardware requirements while maintaining performance and security. WEBICC SCADA also allows for multiple user access with role-based permissions, making it suitable for projects of any size, from small installations to large distributed systems. Designed for flexibility, it allows for rapid customization of dashboards and workflows to meet specific industrial needs, ensuring efficient operation, real-time monitoring, and full control over industrial processes.

Skkynet is a global leader in secure industrial data connectivity. Skkynet's Cogent DataHub creates a single, unified data set, also known as a unified namespace, which connected servers and clients can access via any standard industrial data protocol in order to securely exchange, monitor, control, visualize, and consolidate live and historical process data on premise, or in the cloud. New NIS2 Cybersecurity Standards can be maintained without additional effort. With over 25 years in the industry, Skkynet's software and services are used in over 30,000 installations in 86 countries and are regularly deployed by the top 10 automation providers worldwide. Skkynet is known for its outstanding customer support, flexible solutions, and secure-by-design technology.

Simcad Pro allows you to visualize, analyze, and optimize process flow systems within an interactive simulation modeling environment. Optimize, plan, optimize, and reorganize processes and procedures, while optimizing layouts, automation, scheduling, and facility improvement. Simcad Pro integrates historical and live data to offer the best simulation tool on the marketplace. Multiple industries can use these applications, including manufacturing, automation and logistics, distribution warehouse, food & beverage, and services. Multi-Threaded – 64 bit Engine Simulator-on-the-fly - You can make real-time modifications to the model as the simulation is running. You can animated the model in 3D, 2D, and VR using Ray Tracing, light effects, and shadows. Singular model building environment. Smart, Spatially Aware Agents. Sub-Flows. Collision Avoidance. Real-Time Connectivity. Spaghetti Diagrams and Congestion Analysis, Heat Maps Efficiency, OEE. Extensive reporting and analysis tools. Scenario Analyzer.

FlowFuse is an advanced industrial application software that leverages Node-RED to enable teams to seamlessly integrate machines and protocols, gather and model data, and manage applications on a large scale, all while incorporating AI-driven support to streamline both development and deployment processes. By enhancing the user-friendly low-code, visual programming capabilities of Node-RED, FlowFuse introduces enterprise-level functionalities such as secure device communication, comprehensive operational management, centralized remote deployment options, collaborative team features, and extensive security measures. The solution also boasts interactive and adaptive dashboards, AI-supported flow creation and improvement aids, and tools for converting unprocessed data into structured models using natural language inputs. Furthermore, it incorporates DevOps-style pipelines for effective management of staged environments and version control, allows for remote fleet management via a device agent, and provides sophisticated observability features to ensure performance monitoring across multiple instances. This combination of capabilities positions FlowFuse as a powerful tool for optimizing industrial operations and accelerating innovation.

AggreGate serves as a comprehensive white-label platform for integrating Internet of Things solutions, facilitating the digital transformation of businesses by connecting assets and enabling detailed analysis of their data to uncover valuable insights. This platform, along with its specialized products, supports integrators, OEMs, telecom companies, and managed service providers in delivering IoT services that operate both on the edge and within their cloud environments. You can design and develop your IoT applications for consumers or industry in just a matter of days, and move them into production within weeks. It empowers industrial automation and process control through its advanced SCADA/MES platform, while also enabling the creation of a unified command and control center for intelligent facilities that can significantly reduce energy and HVAC costs. Additionally, the platform enhances resident satisfaction by offering digital services tailored to their needs. For data centers, it provides a comprehensive management solution for both industrial and IT equipment, allowing users to create dynamic floor plans, build personalized dashboards, and integrate seamlessly with Data Center Infrastructure Management tools, ensuring optimal operations and oversight across all levels.

Field service management solution designed to manage job cards, purchase orders, maintenance contracts, timesheets, and customers.

KEPServerEX seamlessly integrates various devices and applications, ranging from plant control systems to enterprise information systems. As the premier connectivity solution in the industry, it serves as a unified source for industrial automation data across all applications. This platform's design empowers users to easily connect, manage, monitor, and control a wide array of automation devices and software through a single, user-friendly interface. By utilizing OPC, the standard for interoperability in automation, along with IT-centric communication protocols like SNMP, ODBC, and web services, KEPServerEX ensures users have reliable access to industrial data. Developed and rigorously tested, it meets the performance, reliability, and user-friendliness expectations of our customers. To understand how KEPServerEX addresses common connectivity issues, check out our concise two-minute video, which illustrates how it facilitates secure and dependable access to real-time industrial data, enabling informed decision-making from the shop floor to the executive suite. This comprehensive approach not only enhances operational efficiency but also fosters collaboration across all organizational levels.

Accelerate the launch of your critical embedded systems with our commercial real-time operating system (RTOS), along with our comprehensive development tools and services. BlackBerry QNX provides a proven RTOS, hypervisor, and a suite of embedded software designed to ensure your success. Our platform is the preferred choice for applications ranging from ventilators and train control systems to factory automation and medical robotics. Regardless of whether your focus is on achieving safety certification, enhancing security, or maximizing performance, our solutions can help you develop more dependable products. If your goals include improving security or ensuring safety, or if you aim to simplify your cross-platform development workflow, we are here to assist. We specialize in bringing your projects to fruition with an RTOS and hypervisor specifically designed for embedded systems, including options that come pre-certified. Our modular microkernel architecture not only enhances reliability but also reduces the need for duplicative OS development efforts across various products, allowing for more efficient use of resources. By choosing BlackBerry QNX, you are investing in the future of embedded systems development.

AUTOSOL’s software solution is crafted to integrate industrial data communications by securely gathering, accessing, and distributing real-time, historical, and edge data from various industrial devices and control systems into a cohesive, actionable information stream. At its heart lies the AUTOSOL Communication Manager, a sophisticated multi-protocol polling engine and OPC server that interfaces with an array of field devices like RTUs, PLCs, and meters using their original protocols, subsequently providing standardized data to SCADA systems, HMIs, databases, and analytic tools for improved operational oversight and management. This platform is capable of supporting multiple telemetry types at the same time while effectively bridging the gap between legacy systems and modern IIoT devices, which allows organizations to prolong the usability of their existing infrastructure while integrating new technologies for enhanced operational efficiency. By leveraging such advanced capabilities, businesses can ensure a smoother transition into the digital age of industry.

AVEVA InTouch HMI is a renowned software solution for HMI visualization that enables users to pursue operational excellence more effectively. This software goes beyond basic graphics, allowing for the creation of impactful content that enhances productivity across the entire enterprise while also reducing costs. With AVEVA InTouch HMI, operators can refine their routine interactions with industrial automation systems, leading to a measurable improvement in their effectiveness. The software’s exceptional situational awareness libraries equip operators with the contextual data necessary to swiftly and accurately tackle unusual situations, preventing potential disruptions to operations. Employed in over a third of industrial facilities worldwide and applicable across diverse sectors, AVEVA InTouch HMI consistently provides significant business benefits by promoting simplicity in engineering, agility in operations, and mastery of real-time performance. By leveraging this powerful tool, companies can ensure a more streamlined approach to managing their operational challenges.

Dream Report presents a Web Portal that allows users to view and interact with their reports seamlessly. This Portal is optimized for mobile, offering buttons that let you access our Demonstration Portal in both mobile and full PC formats. Among the significant new features introduced is the Notification Module, which facilitates message exchanges among users during project runtime. Additionally, Value Quality Management has been incorporated, along with new statistical functions related to alarms for compliance with ISA 18.2 standards. New Reviewer Eurotherm drivers have also been added for HDA Item, HDA Alarms, and Batch Monitor functionalities. Dream Report™ is effectively managing the vast sea of data by providing industrial reports and dashboards tailored for every market sector. It stands out as the first user-friendly, automated reporting and data analysis tool that requires no programming, specifically designed for industrial automation tasks. This innovative solution simplifies the process of extracting data from a wide range of sources, ensuring that Dream Report can deliver automated reports to users anytime, anywhere, making data accessibility easier than ever before.

FactoryTalk® software is designed to enhance a wide range of advanced industrial applications, including those related to IoT. This powerful solution commences at the manufacturing edge and seamlessly extends from local systems to cloud environments. Picture elevating your industrial ecosystem with a software platform that incorporates state-of-the-art design, optimizes operational effectiveness, and provides the benefits of predictive and augmented maintenance. Whether dealing with process, batch, or discrete applications, the integrated approach of Rockwell Automation’s award-winning software, hardware, and services addresses your toughest challenges. By leveraging our FactoryTalk software solutions, you can truly elevate your industrial operations. Embrace innovation through advanced design, optimize efficiency in your processes, and tap into the vast capabilities of predictive and augmented maintenance for even greater success. With our comprehensive offerings, your most intricate issues can be effectively resolved, paving the way for a more efficient and innovative industrial future.

We safeguard the integrity of software used in Industrial Automation and Control Systems. Asset Guardian is an innovative solution crafted by experts in control and automation to oversee the configurations of both software and hardware in safety-critical control systems, adhering to the most stringent industry standards and best practices. Software assets are securely housed in a dedicated repository, significantly minimizing the risks of unauthorized access. Reduce the risks and financial burdens associated with non-compliance while eliminating the reliance on outdated paper-based systems. Guarantee the security of files and maintain data integrity through robust measures. Establish an effective Cybersecurity Management System (CSMS) to comply with IEC 62443 standards. Streamline the management of obsolescence in accordance with IEC 62402 guidelines. In every industry and across the globe, software plays a crucial role in driving service delivery, production, and manufacturing, ultimately providing a competitive edge. The growing reliance on software further emphasizes the need for advanced solutions like Asset Guardian to ensure operational efficiency and security.

Ideal Cloud IoT is an initiative launched by Ideal Control Spa, designed to address the growing need among industrial automation integrators for a seamless connection to an industrial IoT monitoring platform, eliminating the complexity of server-side programming. This platform empowers integrators to create their own industrial monitoring and alarm web software, facilitating real-time connections to their projects and vital parameters through standard MQTT communication protocols. Additionally, it provides capabilities for visualizing trends and analyzing historical variable data, as all records are securely stored in sturdy databases. Ideal Cloud IoT not only enables the connection of equipment to the cloud using the MQTT protocol but also allows for the storage of crucial variable records, real-time variable monitoring, and automated email alerts based on alarms. Furthermore, users can efficiently manage their clients by adding, deleting, modifying, or updating information, all while enjoying easy and rapid integration with a diverse array of equipment. The combination of these features makes Ideal Cloud IoT a comprehensive solution for modern industrial needs.

FreeRTOS is a real-time operating system that is open source and tailored for microcontrollers, simplifying the programming, deployment, security, connectivity, and management of small, low-power edge devices. Available at no cost under the MIT open source license, FreeRTOS features a kernel alongside an expanding array of software libraries that cater to various industries and applications. This system allows seamless and secure integration of compact, low-energy devices with AWS Cloud services, such as AWS IoT Core, as well as with more robust edge devices running AWS IoT Greengrass. Designed with a focus on both reliability and user-friendliness, FreeRTOS provides the assurance of long-term support releases, making it an attractive choice for developers. Microcontrollers, which are characterized by their simple and resource-limited processors, can be found in a diverse range of products, from home appliances and sensors to fitness trackers, industrial automation systems, and vehicles. As the demand for efficient and manageable IoT solutions grows, FreeRTOS remains a crucial tool for developers working in this expanding field.

Infor Factory Track™ serves as a comprehensive solution for manufacturing automation, incorporating warehouse mobility, traceability, and labor and time tracking tools. It is specifically designed to assist businesses in optimizing their production processes, maintaining accurate material inventories, accelerating inventory management operations, controlling labor expenses, and seamlessly integrating with Infor's industrial manufacturing platform. This solution provides the necessary visibility and insights to accurately assess costs, enhance cycle times, and meet customer demands for timely deliveries. Infor Factory Track effectively oversees automation throughout the manufacturing floor and warehouse, managing everything from the receipt of raw materials to the assembly and distribution of finished products. The system includes modules for inventory management, scheduling of work center tasks, and monitoring labor time and attendance. Additionally, with over 200 customizable parameters, these modules enable organizations to gain a deeper understanding of their labor expenditures and operational efficiencies. By leveraging this solution, companies can not only streamline their processes but also strategically position themselves to adapt to market changes swiftly.

At the core of our offerings lies Jidoka, a principle that promotes "intelligent automation," which we leverage to fuse artificial intelligence with industrial automation for innovative solutions. Jidoka Technologies specializes in providing advanced engineering solutions within the industrial automation sector, addressing a wide array of challenges. Our focus is on merging our knowledge in manufacturing, machine vision, deep learning, and software to create tailored automation solutions. One of our key specialties is automating the detection of visual defects, a task that is often subjective and varies greatly across different industries. We invite you to explore a comprehensive pathway toward achieving Jidoka in your operations. Our approach involves teaching machines to recognize patterns by example, allowing them to understand the complexities of visual variations in components and defects while also adapting to process fluctuations. The pursuit of perfect imaging for diverse applications, combined with our image processing techniques, enhances our AI capabilities and stands as a fundamental aspect of our innovative solutions. As we continue to evolve, we remain committed to pushing the boundaries of what automation can achieve in various sectors.

Enea OSE is a powerful and efficient real-time operating system specifically designed for multi-processor environments that demand genuine deterministic real-time performance and exceptional reliability. By streamlining the development process, it improves system reliability and minimizes long-term maintenance expenses across a diverse array of applications, including wireless technology, automotive solutions, medical devices, and telecom infrastructure. Tailored for communication and control systems, Enea OSE excels in delivering high performance alongside stringent real-time requirements. Its widespread implementation spans several sectors, including telecommunications, industrial automation, and embedded systems, ensuring its relevance in modern technology. Notably, the Enea OSE multicore kernel, which has garnered two prestigious awards, combines the user-friendly aspects of Symmetric Multi-Processing (SMP) with the scalability and deterministic benefits of Asymmetric Multi-Processing (AMP), all while maintaining the high performance characteristic of bare metal operation. This unique architecture makes Enea OSE a compelling choice for developers seeking reliability and efficiency in their multi-core applications.

Flexible Vision is an innovative solution that combines AI-powered machine vision software and hardware, allowing teams to efficiently tackle complex visual inspections. Through its cloud portal, teams can easily collaborate and share vision inspection programs across various factory floors. To get started, gather 5-10 images showcasing both good and defective parts; our software can enhance this dataset with optional augmentation. With just a single click, the creation of your model will commence, and it will be prepared for production within minutes. The deployment of your AI model is automatic, ensuring it is ready for validation promptly. You can download or synchronize the model across multiple on-premises production lines as needed. Our high-speed industrial processors efficiently handle image processing, enabling you to select the desired AI model from a dropdown menu and observe live detections on your screen. Designed for both manual inspection stations and integration into conventional factory automation, our systems are compatible with IO and field-bus protocols, providing versatility for various operational setups. This technology not only streamlines inspection processes but also enhances overall productivity.

PTC is enhancing its SaaS offerings for the manufacturing sector with the launch of Kepware+. This innovative tool centralizes remote configuration, enhancing visibility and boosting operational efficiency for IT/OT data. The Software as a Service (SaaS) model for industrial automation unlocks significant potential for large-scale management of industrial assets, allowing organizations to save both time and money while maximizing productivity. For enterprises that are increasingly connected, having a unified interface across the industrial automation ecosystem enables the remote and secure management of individual devices. Kepware+ serves as a streamlined management solution, delivering a cohesive and user-friendly configuration experience. Managing device connectivity and process control can often be complex and time-consuming; however, Kepware+ simplifies these tasks, making it easier to handle industrial connectivity on a larger scale. In contrast to other web clients and connectivity tools, Kepware+ is developed in tandem with the industry-renowned Kepware server, ensuring effortless access to remotely configure and administer connected equipment throughout the enterprise while fostering a more integrated operational landscape. With this advancement, PTC is positioning itself as a leader in the transformation of manufacturing processes.

ABB Ability™ Symphony® Plus is a cutting-edge distributed control system (DCS) aimed at enhancing plant efficiency and reliability through advanced automation, seamless integration, and optimization across the entire facility. With over 35 years of experience as the go-to total plant automation solution for the power generation and water industries, it is tailored to satisfy the rigorous demands of engineering, procurement, and construction contractors, making it the preferred choice for power generation and water treatment across diverse global markets. Additionally, Symphony Plus maintains backward compatibility with all prior generations of the Symphony series of distributed control systems, including Network 90, INFI 90, INFI 90 OPEN, Symphony Harmony, Contronic, and Symphony Melody. This compatibility ensures that existing systems can be upgraded without losing functionality or requiring significant overhaul, thereby safeguarding previous investments.

Plants utilizing the TotalPlant™ Solution (TPS) system must adopt contemporary technology to prevent becoming outdated. Since its launch in 1998, TPS has played a pivotal role in advancing open plant automation through numerous sophisticated applications. Nonetheless, its users now face challenges related to compliance with new safety standards and the complexity of system support. By leveraging Experion LCN, operators can preserve existing control strategies, field terminations, applications, historical data, and graphics, enabling them to concentrate on high-impact enhancements. This approach reduces operational disruptions, ensures overall system consistency, and offers potential lifecycle benefits through virtualization. Furthermore, it paves the way for Honeywell's Industrial Internet of Things (IIoT), which facilitates the connection between people and assets, enhances predictive analytics automation, and fosters greater collaboration among stakeholders. Adapting to these modern solutions is crucial for maintaining competitive advantages in an evolving industrial landscape.