List of the Top 25 On-Prem IoT Software in 2026

Epicor Connected Process Control offers an intuitive software solution designed to create and manage digital work instructions while maintaining strict process control, effectively minimizing the chances of errors in operations. By integrating IoT devices, it captures comprehensive time studies and detailed process data, including images, at the task level, providing unprecedented real-time visibility and quality oversight. The eFlex system is versatile enough to accommodate countless product variations and thousands of components, catering to both component-based and model-based manufacturers alike. Furthermore, work instructions seamlessly connect to the Bill of Materials, guaranteeing that products are assembled correctly every time, even when modifications occur during production. This advanced system intelligently adapts to variations in models and components, ensuring that only the relevant work instructions for the current build at the station are presented, enhancing efficiency and accuracy throughout the manufacturing process. In this way, Epicor empowers manufacturers to maintain high standards of quality control while adapting to the dynamic nature of production demands.

HiveMQ provides the most trusted IoT data streaming and Industrial AI platform, built on MQTT, to power a reliable, scalable, and AI-ready data backbone. What HiveMQ is known for: 1. MQTT-native: Built around the MQTT standard, purpose-designed for event-driven, real-time communication 2. Enterprise-grade reliability: Handles millions of concurrent connections with high availability and fault tolerance 3. Industrial-ready: Widely used in IIoT, manufacturing, automotive, energy, smart infrastructure, and data centers 4. Scalable & secure: Supports global deployments with strong security, governance, and observability 5. 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.

Golioth's IoT cloud platform stands out as a premier solution for IoT development, allowing contemporary engineering teams to swiftly create prototypes and oversee extensive fleets of IoT devices. By prioritizing hardware within your continuous integration and continuous deployment (CI/CD) workflow, Golioth offers a cohesive API along with a device firmware software development kit (SDK) and a robust IoT ecosystem, empowering engineers to construct, integrate, and manage IoT solutions with ease. This IoT cloud platform is uniquely designed to support your entire team, catering to hardware engineers, firmware developers, and cloud and data specialists alike, ensuring seamless collaboration and efficiency throughout the development process.

EMQX is an exceptionally scalable and dependable MQTT messaging platform crafted by EMQ, capable of handling a staggering 100 million simultaneous IoT device connections per cluster, all while ensuring incredibly high throughput and latencies measured in sub-milliseconds. With over 20,000 users globally across more than 50 nations, EMQX successfully connects in excess of 100 million IoT devices and has earned the trust of over 300 clients in essential IoT applications, featuring prominent names such as HPE, VMware, Verifone, SAIC Volkswagen, and Ericsson. Our versatile edge-to-cloud IoT data solutions cater to the diverse needs of various sectors undergoing digital transformation, including connected vehicles, industrial IoT, oil and gas, telecommunications, finance, smart energy, and smart cities. EMQX Enterprise stands out as the leading scalable MQTT messaging platform, offering 100 million concurrent MQTT connections, a message throughput of 1 million messages per second with under 1 millisecond latency, and business-critical reliability with an SLA of up to 99.99%. Additionally, it enables seamless integration of IoT data with more than 40 cloud services and enterprise systems. Meanwhile, EMQX Cloud serves as a fully managed MQTT service for IoT, allowing users to scale according to their needs and pay based on usage, alongside offering extensive IoT data integration options with over 40 choices. With operational capabilities across 19 regions on AWS, GCP, and Microsoft Azure, EMQX Cloud ensures 100% MQTT compliance for its users. The combination of these features positions EMQX as an unrivaled solution in the realm of IoT messaging platforms.

Cumulocity offers an enterprise-grade AIoT platform that connects & manages assets efficiently, transforms raw device data into AI-ready data, and orchestrates innovation from cloud to edge, combined with a team of experts and a large ecosystem of device, technology, and implementation partners to achieve lasting customer success. Cumulocity is the preferred choice for industrial equipment makers to develop high-value digital services and is trusted by leading companies worldwide as their partner, knowing they have access to the software and services needed to power their smart connected products in manufacturing, fleet management, consumer electronics, and more. Connect to innovate: The journey from connected to smart products requires both expertise and the right foundation. The Cumulocity AIoT platform bridges connectivity and data-driven innovation while reducing technical complexity for your teams. Our network of experts and partners empower you to create differentiated digital solutions, whether connecting your first device or scaling across millions. Transform your equipment data into AI-powered insights & actions that drive business value. Securely connect your machines and analyze their data to power usage insights, detect anomalies, implement predictive maintenance, drive performance optimization and enhance the customer experience.

Introducing a versatile Industrial Data Platform that is independent of hardware, enabling manufacturing firms to maximize their data utilization. Litmus Edge establishes a robust data layer that enhances the accessibility of IIoT on the factory floor and throughout the organization, allowing you to concentrate on the most critical aspects of your business. With the addition of Litmus Edge Manager, you gain a centralized platform for managing and orchestrating devices, data, applications, and machine learning models seamlessly across various locations and scales. Experience our solution with a complimentary 15-day trial, during which you'll have full access to all features, extensive documentation, helpful guides, and support from our team of experts. Should you require a fully equipped hosted instance for your initial setup, simply reach out to us, and we'll be happy to accommodate your needs.

Skkynet delivers a cutting-edge, secure data integration platform purpose-built for Industrial AI and the Industrial Internet of Things (IIoT). Designed with security as a foundational element—not an afterthought—this platform addresses the complex demands of modern industrial environments by enabling real-time data collection, aggregation, visualization, and redistribution. Powered by patented technology and decades of industrial expertise, Skkynet’s proven software is trusted by over 2,200 customers across 29,000 installations in 86 countries. Building on this strong foundation, Skkynet offers advanced security and access control features to ensure reliable and secure data flow. The result is a robust, end-to-end solution that supports cloud, hybrid-cloud, and private deployments—pioneering a new standard for secure industrial systems.

EquipmentCloud® serves as a comprehensive digital transformation platform tailored for mid-sized manufacturers of machinery and equipment, emphasizing agility and enhancing after-sales support. This solution empowers you to streamline your operations, boost customer retention, and facilitate innovative data-driven business models seamlessly in one integrated platform. With user-friendly, customizable modules, you can systematically digitalize and expand your applications according to your needs. By consolidating all your data in one location, you can significantly reduce costs and save valuable time. Establish a robust foundation for a digital transformation that elevates your service and after-sales operations from merely a cost center to a lucrative profit center, ultimately propelling your business towards superior service offerings and growth opportunities. Embrace the potential of digitalization to redefine your operational efficiency and customer engagement.

Simplifier assists businesses in modernizing their SAP systems through a top-tier low-code platform designed for developing enterprise applications. They focus on swift application development, bridging SAP with non-SAP systems, and enhancing business workflows. The platform features user-friendly UI design, ready-made interfaces, and extensive training, ensuring economical and effective solutions for organizations. Additionally, their approach allows companies to adapt quickly to changing market demands, further solidifying their competitive edge.

Traditional automation structures emphasize dependability, but they frequently struggle to incorporate emerging technologies like cloud computing and artificial intelligence. The implementation of a Unified Namespace facilitates the establishment of an integration layer that successfully overcomes this challenge. The UMH Integrated Platform acts as a cloud-native solution designed specifically to manage your organization's IIoT architecture. Additionally, it equips engineers with critical tools to set up and oversee all data streams, applications, and devices, simplifying management via an easy-to-use interface. This cohesive integration not only boosts operational efficiency but also prepares companies to capitalize on future technological innovations. As industries continue to evolve, the importance of such adaptable solutions will only grow, ensuring that organizations remain competitive in a rapidly changing landscape.

Discover the potential of the Kuzzle IoT platform online at no cost or commitment. This open source software is specifically designed for the effective management of the Internet of Things, data, and APIs, providing a robust foundation for your projects. Created by a skilled team of French engineers, Kuzzle's offerings enable the swift development of modern applications by promoting an open source standard for all users. Our expert teams stand ready to support you in your IoT ventures, ensuring you can take charge of your environment and provide cutting-edge smart services for your audience. With Kuzzle IoT, you can gain an all-encompassing perspective of urban infrastructure, managing elements such as public lighting, waste disposal, drop-off sites, water consumption, public facilities, parking, and energy usage. The Kuzzle IoT platform is intentionally designed to be agnostic, seamlessly integrating with various sensor technologies and all types of IoT and network connectivity devices. We present an array of pre-built IoT functionalities to meet your specific requirements, including geolocation, geofencing, asset tracking, and digital twinning capabilities. The process of deploying your IoT applications is now more streamlined than ever, allowing for greater efficiency and ease. Experience the revolutionary advantages of the Kuzzle IoT platform online now, free from any obligations, and see how it can transform your IoT strategy. The future of IoT is at your fingertips, waiting to be explored.

Armis Centrix™ is an enterprise-grade cyber exposure management platform built to secure the full spectrum of connected assets—from traditional IT devices to OT, ICS, IoT, and life-critical medical equipment. Its asset intelligence engine continuously discovers, profiles, and monitors devices across physical, virtual, cloud, and industrial networks, eliminating the blind spots that attackers often exploit. Armis Centrix™ evaluates risk in real time with automated vulnerability detection, dynamic segmentation, and contextual risk scoring tailored to each asset’s role and behavior. The platform integrates seamlessly into existing security stacks while enhancing overall visibility, compliance, and threat response capabilities. Its modular capabilities include OT/IoT Security, Medical Device Security, VIPR Pro for end-to-end prioritization and remediation, and Early Warning threat intelligence that forecasts vulnerabilities targeted by threat actors. This enables organizations to prepare proactively rather than reactively. Armis Centrix™ supports both SaaS and on-prem deployments, making it suitable for regulated industries that demand tight operational control. Advanced automation reduces manual workload and accelerates remediation timelines, improving operational efficiency across IT and security teams. The platform’s proven impact is reflected in customer stories—from municipalities discovering 30% more devices than expected to global enterprises improving cyber resilience without disrupting operations. Backed by industry analysts, strong security certifications, and deep ecosystem integrations, Armis Centrix™ stands as a leader in safeguarding today’s highly connected digital infrastructures.

SkyFoundry offers software solutions that maximize the benefits of smart system investments for their clients. The SkySpark analytics platform efficiently processes data gathered from control systems, sensors, and metering systems to uncover trends, anomalies, and potential avenues for enhancing operations and minimizing costs. By leveraging SkySpark, building owners and operators can effectively sift through the vast amounts of data produced by modern smart devices to pinpoint critical insights that drive better decision-making and performance. This capability not only streamlines operations but also fosters a more proactive approach to managing building efficiency.

Friendly's One IoT Device Management enables users to oversee a variety of IoT devices remotely, accommodating those with complex data models and limited functionalities through widely accepted protocols such as LwM2M, OMA-DM, MQTT, CoAP, TR-369 USP, and TR-069. This comprehensive solution supports automated setup and remote control of IoT devices, featuring an Admin Portal, a Technician Portal, a Quality of Experience (QoE) Dashboard, Business Intelligence (BI) tools, and Big Data Analytics, as well as a robust API for customizing vertical applications. Furthermore, Friendly provides an App generator module designed to streamline the development and updating of personalized applications, eliminating the need for programming expertise. In addition, Friendly's One-IoT™ Device Management can be implemented via private cloud, public cloud, or directly at the customer's location, offering the flexibility to meet diverse operational demands. This versatility empowers users to manage their IoT ecosystems effectively, tailoring their approach to align with specific infrastructure needs while ensuring optimal performance and efficiency.

Azure IoT Edge is a comprehensive service that runs on Azure IoT Hub, allowing you to implement a range of workloads, from artificial intelligence to both Azure and third-party services, as well as your own tailored business logic, directly onto IoT edge devices through the use of standard containers. By positioning specific workloads closer to the network's edge, these devices can reduce latency in communication with the cloud, react quickly to local events, and sustain their operations even during extended offline durations. You have the flexibility to apply models that were created and trained in the cloud right at the location where they are needed. For example, if a predictive model for quality control is set up on a factory camera and issues arise, IoT Edge has the capability to issue an alert, analyze the data locally, or send it to the cloud for further examination. This service not only guarantees the dependable and secure performance of your edge devices, but it also ensures they can operate effectively with limited or no cloud connectivity. Additionally, Azure IoT Edge includes device management features that keep the latest status of your devices in sync automatically, which improves overall operational efficiency and responsiveness. This smooth integration not only fosters a more effective workflow across your IoT ecosystem but also enhances the ability to make real-time decisions based on localized data processing. Ultimately, Azure IoT Edge empowers organizations to harness the full potential of their IoT devices and data.

Establishing a dedicated team to develop and maintain a connected solution from scratch can take years and require a significant financial investment. In contrast, Exosite provides ready-to-use solutions for condition monitoring, smart home systems, and OEM-connected products, enabling immediate deployment on the Murano platform and facilitating instant value generation. Exosite's Murano, along with its pre-assembled solutions, is generally available as a multi-tenant hosted service, managed and supported by the Exosite Dev-Ops team to ensure peak performance. Organizations that prefer to retain their software and data within their own infrastructure can also opt for single-tenant and on-premise hosting solutions. This range of options allows businesses to confidently oversee an expanding collection of connected devices, users, analytics, and data storage requirements. By leveraging Exosite’s Murano platform, you can skillfully address the challenges of scaling your infrastructure while focusing on improving your business processes and strategic initiatives. Ultimately, this enables organizations to remain agile in a rapidly evolving digital landscape and better meet the demands of their customers.

An IoT solution significantly improves the customer experience, with the goal of establishing a mobile ecosystem that is more profitable, manageable, and secure. Sicap, a global leader in telecommunications solutions, enables Mobile Network Operators and Mobile Virtual Network Operators (MVNOs) to deliver an all-encompassing customer experience that enhances profitability and ensures security within the mobile industry. The innovative solutions crafted by Sicap draw upon its vast expertise in mobile device intelligence, SIM and device management, and big data analytics. These offerings are organized into four key categories: Device and SIM Management, Customer Insight and Engagement, Device Knowledge, and Mobile Security. To support swift implementation, all Sicap solutions are available via a Cloud delivery model, which minimizes initial expenditures and reduces operational costs. Moreover, customers can choose to deploy these solutions as on-premise installations or as Virtual Network Functions (VNF), allowing for flexibility tailored to their unique requirements. This versatility enables Sicap to adapt to diverse business landscapes while maintaining peak performance and robust security measures. Consequently, clients benefit from tailored solutions that not only meet their immediate needs but also position them for future growth.

AWS IoT Greengrass brings the powerful features of AWS to edge devices, allowing them to process their generated data locally while still taking advantage of cloud capabilities for management, analysis, and dependable storage. This innovative platform enables connected devices to run AWS Lambda functions, execute Docker containers, or combine both approaches, facilitating real-time predictions using machine learning models, ensuring data synchronization, and providing secure communication between devices, even when internet connectivity is unavailable. Developers can work with familiar programming languages and models to craft and test their applications in the cloud prior to deploying them to the actual hardware, streamlining the development process. Moreover, AWS IoT Greengrass can be tailored to filter and manage the data produced by devices, ensuring that only pertinent information is transmitted back to AWS. The service also boasts seamless integration with third-party applications, local software solutions, and various AWS services through its Connectors, significantly enhancing the capabilities and flexibility of edge computing. This combination of features ultimately allows businesses to unlock the full potential of their connected devices while optimizing operational workflows, creating a robust ecosystem for innovation and efficiency. Additionally, the ability to operate independently of the cloud in certain scenarios ensures continuous functionality, further solidifying AWS IoT Greengrass as a vital component in modern IoT solutions.

The entire machine learning and computer vision workflow is simplified and accelerated through a unified no-code platform. Sense enables users to design and deploy AI IoT solutions in diverse settings, whether in the cloud, on-site, or at the edge. Learn how Sense provides simplicity, reliability, and transparency for AI/ML teams, equipping machine learning engineers with powerful tools while remaining user-friendly for non-technical experts. With Sense Data Annotation, users can effectively label video and image data, improving their machine learning models and ensuring the development of high-quality training datasets. The platform also includes one-touch labeling integration, which facilitates continuous machine learning at the edge and streamlines the management of all AI applications, thus enhancing both efficiency and performance. This all-encompassing framework positions Sense as an essential asset for a variety of users, making advanced technology accessible to those with varying levels of expertise. Additionally, the platform's flexibility allows for rapid adaptation to evolving project requirements and fosters collaboration among teams.

The IoT Technology Company leverages data from the physical world to mitigate risks and improve operational efficiency. Their Manufacturing Execution System enhances visibility across both discrete and process manufacturing sectors by providing a cloud-native, on-premise deployable Industry 4.0 solution that incorporates IIoT components. With the innovative WorkFlow Studio(TM), users can easily design workflows and processes without the need for any coding. Facility Studio facilitates the visual construction of processes and workflows within a no-code environment, allowing users to monitor assets, inventory, teams, and their interactions seamlessly. By analyzing the execution of these processes against established metrics, users can effectively measure and quantify any deviations. Furthermore, the link between the shop floor and top management is streamlined through easily understandable KPIs, promoting autonomous operations. ASSET-Rx enhances the design, planning, and real-time tracking of operational efficiency by autonomously collecting critical data from global operations, thereby providing valuable insights. This all-encompassing strategy not only optimizes processes but also equips organizations with the ability to make strategic decisions informed by real-time data analytics, ultimately fostering a more agile and responsive operational environment. The integration of these advanced tools signifies a transformative shift towards enhanced productivity and decision-making capabilities.

ZEDEDA provides a user-friendly and scalable cloud-based orchestration platform that significantly improves visibility, control, and security in distributed edge environments, enabling users to deploy and manage applications seamlessly across any hardware while connecting with various cloud or on-premises systems. By leveraging ZEDEDA, customers can easily deploy and manage any edge compute node, which helps them harness the potential of IoT data for timely decision-making. The platform's design allows for the execution of any application on any hardware without being tied to a specific vendor, facilitating the simultaneous operation of both legacy and cloud-native applications. It also streamlines the management process by allowing bulk application deployments with a single click. Moreover, ZEDEDA incorporates strong security protocols to prevent hardware spoofing, detect anomalies in the software stack, and uphold device integrity. Users benefit from the ability to monitor and control data flows across applications and nodes, which aids in quickly identifying any suspicious activities. The platform further aids in meeting regulatory compliance standards and helps minimize risks related to data breaches and leaks. In addition, ZEDEDA automates the deployment and management of applications and system software straight from the cloud, making the edge computing experience much more efficient. This all-encompassing solution not only empowers organizations to maximize their edge infrastructure but also ensures adherence to the highest levels of security and compliance, ultimately driving operational excellence.

ProcessVue provides vital personnel who manage alarms, offering concise, relevant, and prioritized alarm data that meets operational, planning, and compliance needs while adhering to globally recognized alarm management standards. The platform is both powerful and intuitive, making it suitable for all levels within an organization, and it enhances operational intelligence from control rooms to crucial performance indicators in the boardroom. It serves a wide range of functions, from simple event logging to in-depth KPI analytics that comply with EEMUA 191 and ISA 18.2 guidelines. Our specialized alarm management training course is crafted to furnish you with the insights and strategies needed to effectively develop alarm management practices within your organization, laying the groundwork for the ongoing safe and efficient functioning of your facility. Furthermore, our operator training course will elucidate to your operational staff the significance of alarms, the critical nature of effective alarm management, and their individual roles and responsibilities within this framework, ensuring a knowledgeable team is prepared to manage alarm protocols proficiently. This comprehensive approach not only enhances safety but also boosts overall operational efficiency across all areas of your organization.

Our organization integrates both IoT technology and software to deliver comprehensive inventory management solutions. These solutions are tailored to assist sectors such as Healthcare, Industry, and Hospitality. Re-Order It is built on the Alltrace IoT Platform, ensuring robust performance. With web browsers enabling you to harness the capabilities of efficient inventory management from virtually any location, our web-based warehouse management system (WMS) transforms your inventory oversight. By adopting our Software-as-a-Service (SaaS) framework, you can connect through any device equipped with internet access. Additionally, our Kanban cloud and VMI cloud solutions provide unmatched flexibility and scalability, allowing for a tailored approach to your inventory needs. This model is also budget-friendly, as you only incur costs for the services you actually utilize, making it an economical choice for businesses of all sizes.

CODENO is a cutting-edge solution introduced by ZYNK that aims to transform the way businesses navigate digital change. Within a matter of weeks, you can witness significant improvements in your operations by harnessing the power of artificial intelligence and data analytics, seamlessly integrating all your data sources. This platform provides the tools necessary to elevate productivity, streamline workflows, and improve decision-making processes for superior results. Embracing CODENO enables your organization to achieve unprecedented levels of efficiency and flexibility, allowing you to stay ahead in an increasingly competitive environment. As a result, your business can adapt quickly to market demands while optimizing its overall performance.

The Data Collection Core, developed by Iotsmart, is an innovative software solution designed for the efficient real-time collection of data from OPC Servers and a variety of devices, processing this information while enabling simultaneous output to multiple storage solutions to consolidate data from all connected devices in a single, centralized hub. It can be deployed in either cloud environments or on-premises settings, utilizing options such as Azure IoT Edge, AWS IoT Edge, or virtual machines configured with containers. This versatility guarantees accurate data acquisition directly from sensors while seamlessly interfacing with OPC UA and HTTPS outputs, facilitating the integration of numerous devices with performance levels that exceed traditional client solutions. Furthermore, the system is equipped with server redundancy for both OPC UA and MQTT, which enhances reliability and ensures continuous operation. Our dedicated team of IoT experts is readily available to offer assistance, providing troubleshooting support and customized customer service to improve your overall experience. By allowing us to manage your digital solutions, you can focus on effectively operating your business without distractions. The entire system is conveniently packaged using Docker images, which simplifies deployment across various cloud platforms, including Azure and AWS, and guarantees both flexibility and scalability for your operations. This comprehensive approach enables businesses to harness the full potential of their IoT infrastructure.