Alternatives to FlowFuse

The HiveMQ Platform provides a scalable, reliable data backbone with an event-driven MQTT architecture. Here are a few highlights: 1. MQTT Broker: At the heart of the HiveMQ platform is a fully MQTT-compliant broker purpose-built for fast, reliable, bi-directional data movement between IoT devices and enterprise systems. 2. Edge Data Integration: HiveMQ Edge seamlessly integrates edge data by converting industrial protocols into standardized MQTT, enabling an interoperable IIoT infrastructure. 3. IoT Streaming Governance: Data Hub transforms data in flight, passing only the most relevant, contextualized data to cloud and enterprise systems. 4. UNS & IT/OT convergence Enabler: Commonly used as the backbone for Unified Namespace architectures and seamlessly connects OT devices with IT systems for full visibility and interoperability. 5. Distributed Data Intelligence: HiveMQ Pulse unifies and contextualizes data across the enterprise for smarter decisions exactly where they matter most. 6. Maximum Interoperability: Runs anywhere on-premises or in public or private clouds. Efficiently connects to streaming applications, databases and data lakes with a Java SDK to build your own 7. Scalability to Support Growth: Elastic scaling with automatic data balancing and smart message distribution. Proven benchmark of up to 200M active clients with 1.8B messages/hour 8. Business Critical Reliability: Zero message loss with persistence to disk and offline queuing. No single point of failure due to masterless cluster architecture and zero downtime upgrades

TruePILOT by Endel Digital is an advanced plant observability and weighbridge management solution designed to unify all aspects of production intelligence. By combining SCADA integration, machine communication, ERP synchronization, and IIoT-enabled systems, it ensures smooth, real-time control of complex manufacturing and industrial processes. The platform helps plants reduce inefficiencies, prevent errors, and gain actionable insights through AI-powered trend analysis. Cloud-based CXO dashboards provide decision-makers with instant access to reliable data, ensuring faster and more confident strategic planning. Endel Digital’s ecosystem of products, including LabMAST for lab operations, FleetAI for dispatch, GateONE for access control, and ManuFACT for batch processing, creates a fully digitized and interconnected plant management framework. Each module is built to reduce manual intervention, minimize risks of theft or malpractice, and boost compliance with industry standards. Industries such as cement, steel, agriculture, and chemicals already rely on TruePILOT to modernize their operations. This comprehensive approach positions Endel Digital as a trusted partner for enterprises aiming to future-proof their production plants.

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.

ControlRooms.ai sets a new benchmark for effective troubleshooting in industrial environments. By establishing predefined limits, it prevents overwhelming alarm notifications and eliminates the tedious search for specific issues that can take hours. This solution provides operators with ample time to implement corrective measures, seamlessly integrating into your current workflows and communication platforms. The setup process is straightforward, allowing for quick and secure configuration and provisioning. You can get a few systems operational and expand according to your own timeline. It offers round-the-clock monitoring, real-time alerts across various platforms, automated daily reports, and simplifies shift transitions. Utilizing OPC-UA standards, it connects effortlessly with existing infrastructures. The OPC-UA server operates within a DMZ to ensure a secure separation from operational systems, communicating one-way through MQTT to the Azure cloud. Security is prioritized with credentials stored in an encrypted vault that undergoes routine rotation. The system is designed to auto-scale irrespective of the number of tags or sampling rate, guaranteeing that operational technology data remains completely isolated through dedicated data pipelines and databases. ControlRooms.ai represents a groundbreaking advancement in industrial software, marking a significant evolution in the field in recent years. As industries continue to evolve, this platform promises to adapt and grow alongside them, ensuring that troubleshooting remains efficient and effective.

Imubit’s artificial intelligence platform provides instantaneous, closed-loop optimization of processes in heavy industries by integrating a dynamic process simulator, a reinforcement-learning neural controller, and performance monitoring dashboards. The dynamic simulator utilizes extensive historical plant data and is informed by fundamental principles to create a virtual representation of actual processes, facilitating what-if analyses regarding variable interactions, changes in constraints, and adjustments in operational strategies. Meanwhile, the reinforcement-learning controller, which has been trained offline using millions of trial-and-error scenarios, is employed to continuously optimize control variables, thereby enhancing profit margins while adhering to safety constraints. Real-time dashboards monitor the availability of the model, user engagement, and operational uptime, while also providing interactive visual representations of boundary conditions, operational limits, and trends in key performance indicators. Applications of this technology include synchronizing economic strategies with real-time operational data and identifying instances of process deterioration, ensuring enhanced efficiency and safety across operations. This comprehensive approach empowers industries to adapt swiftly and effectively to changing conditions.

Symbotic is an innovative automation solution for warehouses that transforms the supply chain through its comprehensive, AI-driven robotic system. This platform features a coordinated fleet of autonomous mobile robots and robotic arms, which are outfitted with sophisticated vision and sensing technologies, allowing them to efficiently create optimized mixed-case pallets with unmatched speed and density. Its modular architecture facilitates easy scaling and adaptation to existing warehouse setups, thereby enhancing flexibility in both size and expansion. Furthermore, Symbotic's high-density storage framework, coupled with its advanced distributed storage algorithm, significantly optimizes space utilization, boosts capacity, and supports unparalleled speeds for product storage and retrieval. The AI-driven software orchestrates the activities of numerous autonomous robots, effectively managing the entire system from case digitization to complex routing, sequencing, and the assembly of ideal mixed-SKU pallets. As a result, businesses can achieve remarkable operational efficiency and adapt more easily to changing demands in the marketplace.

VisionPro Deep Learning stands out as a premier software solution for image analysis driven by deep learning, specifically tailored for factory automation needs. Its robust algorithms, proven in real-world scenarios, are finely tuned for machine vision, featuring an intuitive graphical user interface that facilitates neural network training without sacrificing efficiency. This software addresses intricate challenges that traditional machine vision systems struggle to manage, delivering a level of consistency and speed that manual inspection cannot match. Additionally, when paired with VisionPro’s extensive rule-based vision libraries, automation engineers can readily select the most suitable tools for their specific tasks. VisionPro Deep Learning merges a wide-ranging machine vision toolset with sophisticated deep learning capabilities, all within a unified development and deployment environment. This integration significantly streamlines the process of creating vision applications that must adapt to variable conditions. Ultimately, VisionPro Deep Learning empowers users to enhance their automation processes while maintaining high-quality standards.

Valiot Al empowers plant managers to swiftly identify and resolve production bottlenecks without the need to disassemble their current infrastructure or equipment. By leveraging advanced AI algorithms in conjunction with a System Dynamics methodology, Valiot equips manufacturers with innovative tools to transform their production processes into smart, interconnected, and autonomous operations, unlocking unprecedented operational benefits. We integrate the capabilities of AI with the adaptability of IoT, enabling manufacturers to significantly improve their operational efficiency. Our FactoryOS solution interfaces seamlessly with both your shop floor and administrative systems, collecting data directly from your PLCs, drivers, IoT sensors, and other sources of information. This comprehensive approach ensures that every aspect of production is optimized, ultimately driving greater productivity and performance across the board.

Honeywell Intelligrated provides an extensive array of warehouse automation solutions aimed at enhancing both distribution and fulfillment processes. Their product range includes cutting-edge material handling equipment such as conveyor systems, sortation technologies, and palletizing/de-palletizing solutions, all of which are seamlessly integrated with sophisticated software platforms like the Momentum Warehouse Execution System (WES). This innovative WES supervises nearly every facet of automated warehouse operations, covering inbound and outbound logistics, inventory management, and labor oversight, while offering real-time decision-making capabilities and the flexibility to scale operations as needed. Furthermore, Honeywell's Automated Storage and Retrieval Systems (AS/RS) boost throughput and optimize warehouse space by employing artificial intelligence and machine learning techniques to facilitate dynamic decision-making and maximize system automation. In doing so, they ensure that warehouses can adapt efficiently to fluctuating demands and operational challenges.

ThinkIQ utilizes cutting-edge vision technology and AI to uncover blind spots in ways that are unparalleled. Their Semantic Model and Material Ledger transform raw supplier data into standardized and contextualized information that is genuinely actionable, spanning from components to delivery. Additionally, the NextGen Historian captures data trends over time, and through AI analysis, it exposes hidden patterns that offer even deeper insights. The five-step approach provided by ThinkIQ enables virtually any manufacturer to progress towards Industry 4.0 Smart Manufacturing, ensuring benefits are realized at each phase. With a strong track record among global brands, ThinkIQ is at the forefront of establishing standards for Smart Manufacturing. Their platform not only enhances productivity but also promotes sustainability and improves safety standards for manufacturers, setting a new benchmark in the industry. By embracing these advancements, companies can better adapt to the rapidly evolving technological landscape.

IFS is a leading provider of Industrial AI software and enterprise solutions for businesses that make, maintain, and power our planet. Our technology allows businesses that manufacture goods, manage complex assets, or manage service-focused operations, to unlock the transformative powers of Industrial AI™. This will enhance productivity, efficiency, sustainability, and efficiency. Industrial AI is IFS.ai IFS Cloud is an AI-powered platform that is fully customizable and can be adapted to the specific needs and business evolution of our customers. It covers Enterprise Resource Planning (ERP), Enterprise Asset Management, Supply Chain Management, Information Technology Service Management and Field Service Management. IFS technology uses AI, machine-learning, real-time data, and analytics to empower customers to make informed strategic decision and excel at their Moment of Service™.

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.

AI-powered smart manufacturing platforms Connect your people, assets and processes with AI to make your business smarter. Connect people, assets, systems, and software in a single ecosystem to ensure reliable execution, high-speed automaton, and the anticipation of events. SymphonyAI solutions are equipped with next-generation predictive and generational intelligence to reduce machine faults and downtimes, decrease maintenance costs, improve energy efficiency and optimize plant performance. SymphonyAI's Smart Manufacturing Platform translates data into actionable insight, giving you comprehensive real-time visibility of business and plant operations.

A visual inspection platform that manages data, speeds troubleshooting, scales deployment, and more. LandingLens is an AI visual inspection platform that works for businesses. Your labeling process is faster by as much as half and model deployment times by up to 67%. You can manage a few thousand to thousands of models using very little resources. Smart labeling and data generation improve the accuracy of your machine-learning models. You can track and manage the efficiency and current data assets of AI projects and deploy solutions across all company sites. Alerts you when the model drifts. You can easily update and adjust your solutions without having to rely on a third-party AI team. Allow manufacturers to develop, deploy, manage and monitor industrial AI projects using a single integrated platform.

Built on a workflow-driven, composable application architecture that allows organizations to turn on only the operations they need and then implement them. This reduces the time-to market of traditional MES solutions. Symphony's manufacturing operations management software includes: Pre-built library with thousands of processes (shipping/receiving and quality execution), hundreds connectors (ERP. PLC. Sensors. MOM applications). - Low code, drag & drop visual workflow-based application composer; enables rapid deployment with pre-built MES & Operations applications, as well as configuring/deploying new solutions using our low-code library to your site's specific needs. - Enterprise Management - AI Continuous Improvement MOM 360™, powered by a microservices architecture and connected by a high speed service bus, provides robust, reliable, and low latency operations required for manufacturing mission control system systems.

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.

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.

The surge in industrial data and processing at the edge is a direct result of the growing digitalization of distributed assets on the plant floor. As a leader in Industrial Transformation (IX), your goal is to minimize latency for intelligent applications operating outside while also enhancing data processing capabilities at the edge. Recognizing the importance of data security, quality, and lifecycle management for local workloads and governance, you aim to oversee industrial edge devices in a streamlined, scalable, and secure manner. This necessitates establishing a robust foundation for a long-term edge computing strategy that not only ensures the success of edge deployments but also enables operational technology (OT) personnel to efficiently manage devices from any location. Additionally, it is essential to facilitate the effective deployment of applications on these devices, all while reinforcing your overall security posture to safeguard against potential risks. Ultimately, your commitment to advancing edge technology will drive innovation and operational excellence within the industrial sector.

A powerful solution to accelerate computational experiments. This allows non-developers or non-ML researchers obtain results quickly and effectively. It optimizes resource usage and streamlines scientific experiment orchestration for maximum efficiency. It facilitates team collaboration, computational modeling, and instant result sharing with its intuitive low-code interface. The platform's optimized resources management ensures seamless orchestration of hybrid infrastructure, integrating HPC hardware and on-prem servers for scientific use. It also improves experiment reproducibility, and allows interactive result sharing to improve research transparency and collaboration.

Discover unprecedented possibilities for enhancing industrial efficiency through an advanced Industrial AI platform. By merging various operational datasets, we eliminate industrial barriers and unify your data onto a singular platform, enabling you to extract valuable insights that drive productivity to its peak. Harness actionable data and achieve top-tier efficiency with the latest IoT technology. Minimize industrial downtime, uphold asset integrity, and take proactive measures in managing processes. Effectively oversee industrial projects and workforce operations by utilizing machine vision, sensors, robotics, and machine learning to optimize scheduling and ensure comprehensive HSSE performance. Safeguard remote facilities, track equipment performance, and guarantee the safety of on-site personnel through intelligent automation solutions. Furthermore, T-Pulse employs intelligent edge computing to provide real-time alerts for anomalies, including unauthorized access, fence breaches, unusual equipment activity, smoke, fire, and adherence to safety regulations, allowing for swift and effective responses to potential threats. Overall, this innovative technology not only enhances operational oversight but also fosters a safer working environment.

GenFuse AI is an innovative no-code platform designed to help users streamline their workflows by building multi-agent AI systems without any need for coding expertise. Created by a team of former Google engineers, it features an intuitive drag-and-drop interface along with pre-configured nodes, enabling users to easily craft personalized workflows by linking different components together. These intelligent agents can access various tools, including web search capabilities and knowledge bases, to improve their performance and adaptability. The platform caters to a wide range of applications, such as sales, marketing, research, and operational tasks, and provides a selection of pre-made templates for rapid implementation. GenFuse AI seamlessly integrates with top large language models, including OpenAI and Gemini, and frequently updates its offerings to incorporate new advancements. Prioritizing data privacy, the platform ensures that user information is securely encrypted during storage and transmission, and it does not utilize this data for training AI models. Additionally, for users needing heightened security measures, on-premise deployment options can be arranged upon request. With a free trial available, GenFuse AI invites users to explore its capabilities risk-free and discover how it can enhance their productivity. This unique platform empowers individuals and organizations alike to harness the power of AI without the barriers typically associated with technical development.

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.

Rapid SCADA serves as an open-source platform designed for industrial automation, enabling users to quickly develop monitoring and control systems with its readily available software tools. For larger implementations, it acts as a foundational element for creating tailored SCADA and MES solutions tailored to specific customer needs. The open-source nature of the platform ensures software transparency and enhances security, while its licensing model encourages the development of new derivative software products. This makes Rapid SCADA an ideal option for constructing extensive distributed systems in industrial automation. It is versatile, capable of operating on servers, embedded devices, and cloud environments. Furthermore, the nodes within the Rapid SCADA framework facilitate real-time information exchange and interaction with external databases. Additionally, when utilizing our fully ATF Compliant POS system, all acquisitions and dispositions are seamlessly documented in your electronic bound book upon receiving or selling goods. This integration streamlines operations and simplifies compliance for businesses.

Cognite offers Cognite Data Fusion, a versatile and secure platform for Industrial DataOps and AI that integrates, contextualizes, and operationalizes a wide array of industrial data types, including time series data, engineering diagrams, IT systems, operational technology, and unstructured information, all within a cohesive industrial knowledge framework. This platform is designed to tackle the intricacies of managing industrial data, boasting over 90 pre-built extractors and connectors that facilitate seamless data ingestion from various industrial systems. Additionally, it features automated and AI-enhanced contextualization to deepen the understanding of the interrelationships between different data types. Users benefit from user-friendly search and visualization capabilities, alongside robust governance tools such as cataloging, data lineage tracking, and secure access controls, which collectively foster trust and reliability among all stakeholders involved. By leveraging these advanced features, organizations can generate data-driven insights and analytics, empowering them to implement AI use cases efficiently on an enterprise scale.

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.

Our Industrial AI platform adopts a data science-centric approach, providing applications that are seamlessly built upon our robust industrial AI and IoT infrastructure. By leveraging advanced AI and machine learning algorithms alongside pre-trained data science models and tailored industry content, we transform vast amounts of data into meaningful insights. Talpacortex stands out as a dependable device for positioning and data processing in industrial settings, offering a range of customizable options. Its installation process is straightforward, allowing it to connect effortlessly to a variety of vehicles and industrial systems. Furthermore, Talpacortex features a GNSS module that can be upgraded to RTK when a fixed base station is present. Data transfer is facilitated through 3G/4G or WLAN connections, ensuring reliable communication. On request, machine-to-machine (M2M) capabilities are available to enhance connectivity. An integrated processing unit simplifies web-based management via the service interface, while multiple CAN bus interfaces enable quick and effective machine integration, including support for embedded sensors and retrofitting. This versatility positions Talpacortex as an essential tool for modern industrial operations, enhancing efficiency and data utilization across the board.

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

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.

We are an Internet of Things (IoT Company) with the mission of providing Industrial IoT as well as Intelligence driven Industrial Transformation. Fogwing is the most advanced Industrial IoT Platform for small and medium businesses as a pay-per-use model. The enterprise edition allows for IoT-driven Industrial Transformation. This is an opportunity to allow SMBs to use IoT technologies. Eco App, an environment monitoring app, is based on IoT technologies. It monitors climate conditions in Warehouses, Greenhouses, Labs, and other climate-critical industry needs. As a package, you can get the complete suite of Apps and IoT devices. We are a tech startup that aims to help small and medium-sized enterprises (SMBs) achieve the benefits of Industrial Automation through the use of Industrial IoT. We offer IIoT Platform and Apps for managing highly secure edge devices, gateways and automation services across many industries.

zenon, an industry-leading platform for software, makes it easy to automate the design and operation of manufacturing and infrastructure equipment. Zenon can help you achieve and sustain your operational goals, no matter if you work in the manufacturing industry or in energy. zenon works completely vendor-independent in any environment, both hard- and soft-software. We have 5,000+ clients around the world, including many Fortune 500s like Toyota, Pfizer or Ford Motor. zenon connects all data into one system, tracks and controls every process in real time with powerful SCADA/HMI solutions. This gives you better insight to make smarter decisions and provides a strong base for industrial applications in a non-code engineering environment.

Honeywell Forge is an advanced analytics software solution that delivers real-time insights and visual intelligence for users. Its connectivity is built on a flexible platform that can be deployed across various cloud or data center environments. This solution offers a comprehensive, organization-wide perspective, showcasing the status of processes, assets, personnel, and safety measures. Additionally, Honeywell Forge is designed to be persona-based, allowing customization for specific roles within a company. Utilizing digital twins, the software harnesses real-time data to compare performance against industry best practices, thus uncovering potential improvement opportunities. Users can navigate from a broad enterprise view down to specific sites and units, gaining deeper insights into the opportunities identified, including details on processes and assets involved. With this information, actionable recommendations can be implemented to address issues and realize the benefits that have been pinpointed. Furthermore, this capability not only enhances operational efficiency but also empowers organizations to make informed strategic decisions.

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.

Engineering teams turn to Instrumental to accelerate their product launches while minimizing quality concerns. This platform offers AI-driven proactive defect detection, comprehensive failure analysis tools, and remote real-time monitoring of builds, all integrated into a straightforward cloud solution. With Instrumental, you gain a cohesive and traceable data history that aids in identifying and addressing problems from the onset of your earliest EVT builds. By consolidating your product data, you can act swiftly and utilize AI to tackle issues that were once deemed too complex to resolve on your production line. The platform ensures that your product data is streamlined, providing essential information precisely when and where you require it, enabling quick identification and rectification of issues. Instrumental's Industrial AI efficiently detects and prioritizes every defect, accelerates failure analysis, and ensures your builds remain on schedule. Initiating faster issue resolution begins with having the right data readily accessible, which Instrumental provides by delivering a comprehensive product data record that includes parametric tests, images, and measurements at your convenience. Ultimately, this empowers teams to enhance their operational efficiency and improve product quality consistently.

We aim to relieve ML engineers from the burdens of data engineering so they can concentrate on their passion for developing superior models more efficiently. Our innovative product serves as a robust framework that simplifies and accelerates the process for developers to discover, comprehend, and disseminate visual data on a large scale, making it ten times easier. Users can automatically generate custom interval attributes using pre-trained extractors or any model of their choice, enhancing the flexibility of data manipulation. The platform allows for effective data visualization and the analysis of model performance by leveraging custom attributes alongside standard KPIs. This functionality enables users to query data, identify rare edge cases, and curate new training datasets across their entire data lake with ease. Additionally, it facilitates the seamless saving, editing, versioning, commenting, and sharing of frames, sequences, or objects with both colleagues and external partners. SiaSearch stands out as a data management solution that automatically extracts frame-level contextual metadata, streamlining fast data exploration, selection, and evaluation. By automating these processes with intelligent metadata, engineering productivity can more than double, effectively alleviating bottlenecks in the development of industrial AI. Ultimately, this allows teams to innovate more rapidly and efficiently in their machine learning endeavors.

Profet AI’s No-Code AutoML Platform, which is end-to-end and can be used by manufacturers as their Virtual Data Scientist, provides a complete solution for data analysis. It allows IT/domain experts to quickly build high-quality predictive models and deploy Industrial AI apps to solve their daily production and digitalization challenges. Profet AI AutoML Platform has been widely adopted by leading companies in the world across industries. These include leading EMS, Semi OSAT, PCB design houses, IC design houses, display panel and material solution providers. We use the successful cases of industry leading companies to benefit our customers and implement AI within a week.

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.

Metso Metrics provides a secure, cloud-based telematics platform that links crushers and screens, offering 24/7 access to live data for remote monitoring, which facilitates informed decisions through extensive insights into performance metrics. The system monitors sustainability indicators like CO₂ emissions and fuel usage, provides advanced real-time troubleshooting to reduce downtime, and measures production output with the Production Tracker add-on, utilizing a unique mass-measurement formula. Additionally, it includes a proactive maintenance schedule and a digital logbook to streamline service tasks and enhance parts management, while ongoing research and development ensures that new functionalities are introduced based on customer needs. Designed for retrofitting, Metrics can upgrade older equipment seamlessly with a plug-and-play kit, allowing precise performance analytics to be accessed on any web-enabled device without the need for extra infrastructure. This innovative solution not only boosts operational efficiency but also supports businesses in achieving their sustainability goals more effectively.

The rise in variants, characterized by a preference for batch sizes of one, accelerated product life cycles, and intense cost pressures, underscores the essential role of digital twins across numerous sectors in today's digital era. ISG Industrielle Steuerungstechnik GmbH boasts extensive expertise in developing simulation solutions that provide notable competitive advantages for clients in the mechanical and plant engineering industries. With the introduction of the latest ISG-virtuos 3, this simulation platform expands its capabilities to include manufacturing automation and intralogistics as well. ISG-virtuos serves as an open, collaborative simulation platform that enables the thorough examination and optimization of entire production systems, encompassing all elements such as controls, robots, and material handling in real-time with a deterministic approach. The simulations leverage virtual components that are stored in dedicated libraries, allowing for their continuous reuse and interchangeability, thus enhancing efficiency and flexibility in production processes. This innovative approach not only streamlines operations but also positions companies to better adapt to the ever-evolving market demands.

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.

We present VISION as a key element of our comprehensive range of cutting-edge systems, smart software, and lifecycle solutions. This advanced software seamlessly integrates and coordinates machinery, robotics, personnel, and workflows across the entire duration of your system's use. VISION serves as a unified platform catering to all warehouse operations, both automated and manual. Utilizing a microservice architectural framework, it is structured as a collection of distinct services, each tailored to a particular role within the logistics chain. Every module is capable of being deployed and scaled independently, providing flexibility and responsiveness to changing operational demands. This innovative approach ensures that your logistics processes remain efficient and adaptable over time.

Software tailored for industrial use aims to assist in achieving your manufacturing objectives. FactoryTalk® software is engineered to foster an ecosystem of sophisticated industrial applications, encompassing the Internet of Things (IoT). The journey begins at the edge of manufacturing and extends from local installations to cloud-based solutions. Picture enhancing your industrial setting with innovative software that provides advanced design capabilities, optimizes operational efficiency, and offers benefits in predictive as well as augmented maintenance. Whether dealing with process, batch, or discrete applications, even your toughest challenges can be addressed through the synergy of Rockwell Automation's acclaimed software, hardware, and support services, ensuring a comprehensive solution for modern manufacturing needs. This integrated approach not only enhances productivity but also paves the way for future innovations in the industry.

Canvass AI provides solutions that enable every team to tackle their current challenges effectively. The integrated AI consistently gathers data along with users' experiential insights to enhance decision-making and extend its benefits to additional assets. With modular solutions that offer a validated path for adoption, teams can implement, thrive, and expand AI from a single asset to the entire facility. By facilitating the extraction of value from data, Canvass AI allows process engineers to achieve a more profound comprehension of their processes, spanning historical, present, and future states. This approach streamlines problem-solving, equipping engineers with the tools for quicker and more impactful decisions that aid in complex troubleshooting, seize daily opportunities, and navigate both current and future challenges. Furthermore, Canvass AI transforms the journey from data to insights, empowering industrial engineers and operators to make informed decisions that enhance the profitability, health, and resilience of operations, ultimately fostering a culture of continuous improvement and innovation.

CMstat offers a range of software solutions and consulting services focused on Configuration Management and Data Management for sectors such as Aviation, Aerospace & Defense, Naval & Marine, Transportation Mobility, Industrial Automation, and Heavy Equipment. Their EPOCH CM software is designed to empower program managers, project leaders, product engineers, supply chain contractors, and MRO/sustainment operators by providing an instantly deployable, web-based asset lifecycle configuration management tool that is cost-effective and requires minimal IT support and user training. Additionally, CMstat’s EPOCH DM software serves as a swiftly deployable data management solution, facilitating the oversight of contract data deliverables such as CDRLs and SDRLs for government programs and commercial projects across various industries, ensuring efficient handling of crucial documentation. This integration of both configuration and data management tools exemplifies CMstat's commitment to enhancing operational efficiency and effectiveness in complex project environments.

Analyze and utilize your data at the Edge to transform Big Data into manageable, pertinent insights. Gather sensor information from all your equipment and establish connections with various devices like sensors, PLCs, DCS, MES, or historians. Implement condition monitoring for assets located remotely, aligning with Industry 4.0 standards for effective data collection and integration. Merge real-time streaming data with enterprise data for seamless data flows, and utilize your preferred Cloud Provider or your own data center for data storage solutions. Leverage Crosser Edge's MLOps capabilities to bring, manage, and deploy your custom machine learning models, with the Crosser Edge Node supporting any machine learning framework. Access a centralized library for your trained models hosted in Crosser Cloud, and streamline your data pipeline using a user-friendly drag-and-drop interface. Easily deploy machine learning models to multiple Edge Nodes with a single operation, fostering self-service innovation through Crosser Flow Studio. Take advantage of an extensive library of pre-built modules to facilitate collaboration among teams across different locations, effectively reducing reliance on individual team members and enhancing organizational efficiency. With these capabilities, your workflow will promote collaboration and innovation like never before.

CreateOS, developed by NodeOps, is a comprehensive intelligent workspace and execution framework that enables creators to transition effortlessly from concept to live deployment and monetization, eliminating the need to manage disparate tools or infrastructure. It integrates all aspects of the development lifecycle, including planning, coding, testing, deployment, dashboards, trading setups, analytics, wallets, and automation into a single context-aware platform. Users can begin with a blank canvas, import existing repositories, or remix templates with a simple click, while also building products and workflows with AI-driven suggestions. The deployment process is streamlined with zero-configuration options that automatically scale and bypass traditional DevOps requirements. Additionally, CreateOS features an AI co-pilot that enhances productivity by offering improvement suggestions and automating mundane tasks, as well as native integrations with widely-used tools such as GitHub, Figma, Notion, wallets, and APIs to ensure a seamless workflow. Furthermore, it includes a Marketplace where creators can share and monetize their templates, apps, and workflows, fostering a vibrant community of innovation. This platform ultimately redefines how builders approach the entire development process, making it more efficient and collaborative.