List of the Top 21 IoT Analytics Software for Windows in 2025

Tractian serves as the Industrial Copilot focused on enhancing maintenance and reliability by integrating both hardware and software to oversee asset performance, streamline industrial operations, and execute predictive maintenance approaches. The platform, powered by AI, enables companies to avert unexpected equipment failures and improve production efficiency. Headquartered in Atlanta, GA, Tractian also has a global footprint with branches in Mexico City and Sao Paulo, thereby expanding its reach. For more information, you can visit their website at tractian.com, where additional resources and details about their offerings are available.

Harness the complete capabilities of your organization's time-series data through the dataPARC Historian. This innovative solution enhances data management by ensuring seamless and secure data movement throughout your enterprise. Its architecture is designed for straightforward integration with AI, machine learning, and cloud technologies, which fosters creative adaptability and richer insights. With rapid data retrieval, sophisticated manufacturing intelligence, and the ability to scale, the dataPARC Historian emerges as the premier option for companies aiming to excel in their operations. It transcends mere data storage; it is about converting data into actionable insights with remarkable speed and accuracy. The dataPARC Historian is distinguished as more than just a data storage solution. It equips organizations with the flexibility to leverage time-series data more effectively, ensuring that decisions are well-informed and impactful, supported by a platform celebrated for its reliability and user-friendliness. Additionally, its ability to adapt to changing business needs makes it an invaluable asset for future growth and innovation.

Rayven is an accessible SaaS platform that effectively addresses businesses' interoperability issues, offers real-time data capabilities, and simplifies app development, all while allowing companies to maintain their existing legacy systems without incurring additional risks or experiencing prolonged development cycles. By integrating iPaaS, Data, IoT, Workflow Automation, Analytics, BI, AI, App Development, and PaaS into one cohesive solution, Rayven streamlines system integration, enables real-time data processing, and facilitates the creation of customized applications with ease, making it an ideal tool for tackling intricate business challenges effortlessly. With Rayven, users can seamlessly connect any system, device, or data source, allowing for quick and efficient workflow and application development, while also incorporating AI and automation tailored to specific requirements. Rayven's intuitive design ensures full compatibility with diverse technologies, and its infinitely scalable nature allows businesses to expand as needed. It enhances the functionality of existing tools, empowering organizations of all sizes to engage in real-time, AI-enhanced decision-making at a cost-effective rate, transforming how they operate in today's competitive landscape.

Datadog serves as a comprehensive monitoring, security, and analytics platform tailored for developers, IT operations, security professionals, and business stakeholders in the cloud era. Our Software as a Service (SaaS) solution merges infrastructure monitoring, application performance tracking, and log management to deliver a cohesive and immediate view of our clients' entire technology environments. Organizations across various sectors and sizes leverage Datadog to facilitate digital transformation, streamline cloud migration, enhance collaboration among development, operations, and security teams, and expedite application deployment. Additionally, the platform significantly reduces problem resolution times, secures both applications and infrastructure, and provides insights into user behavior to effectively monitor essential business metrics. Ultimately, Datadog empowers businesses to thrive in an increasingly digital landscape.

A cloud-based IoT Application Enablement Platform that streamlines the creation and rapid deployment of IoT applications specifically designed to cater to the distinct requirements of various industries. This all-inclusive cloud solution fulfills every aspect of IoT needs. By identifying your requirements and unleashing your creativity, you can develop customized vertical applications that help secure larger contracts. From basic dashboard applications to complex enterprise solutions, you can leverage modeling, visualization, and automation capabilities to create a wide array of offerings. Enjoy quick deployment that reduces time to market, diminishes execution risks, guarantees robust security, remains cost-effective, and provides scalability. The platform encompasses critical functionalities such as registration, provisioning, authentication, monitoring, control, troubleshooting, telemetry, and firmware updates for numerous IoT devices and assets while complying with device certificates and policies. Furthermore, it ensures seamless connectivity for a variety of sensors and gateways, supports multiple communication protocols, and allows for easy integration with various wired and wireless communication technologies. In the end, this platform not only empowers businesses to innovate but also enhances the effectiveness of their IoT strategies, driving growth and efficiency. As a result, organizations can adapt more swiftly to changing market demands while maximizing the potential of their IoT investments.

ThingsBoard enhances device connectivity by utilizing popular IoT protocols like MQTT, CoAP, and HTTP, catering to both cloud-based and local deployments. It is designed with a focus on scalability, robustness, and outstanding performance, safeguarding your data effectively. Users can securely provision, monitor, and manage their IoT devices through extensive server-side APIs. The platform enables the seamless connection of devices, assets, customers, and other entities, simplifying integration. Telemetry data can be collected and stored effectively in a resilient and scalable manner. Users have the option to visualize their data through built-in or customized widgets, along with adaptable dashboards that can be shared with clients. Additionally, ThingsBoard allows for the creation of data processing rule chains, which help transform and standardize device data efficiently. Alerts can be triggered based on incoming telemetry events, attribute updates, device inactivity, and user interactions, further enhancing system responsiveness. To maximize scalability and fault tolerance, users can build a ThingsBoard cluster utilizing its microservices architecture. Furthermore, the platform supports both cloud and on-premises configurations, providing a flexible solution for diverse deployment requirements. This adaptability empowers users to customize their IoT implementations to meet specific needs and preferences, ensuring an optimal experience.

XL is the straightforward and user-friendly OEE software developed by the creators of oee.com. With installations across more than 25,000 manufacturing processes in 45 different countries, XL is compatible with any setup that includes just two sensors and a barcode scanner. The software offers features such as real-time dashboards, comprehensive historical reporting, and immediate alerts through email and SMS, ensuring that users stay informed. To enhance your manufacturing OEE, take advantage of a complimentary 90-day trial and experience the benefits firsthand. By utilizing XL, manufacturers can optimize their processes and significantly boost their efficiency.

NamLabs Technologies, established in 2014 in India, is a software company that offers a comprehensive software suite known as Atatus. Atatus serves as a Software-as-a-Service (SaaS) platform and is designed as a unified monitoring solution, which also allows for demo access. This Application Performance Management tool encompasses various features, including complete transaction diagnostics, performance management, root-cause analysis, server performance assessment, and the ability to trace individual transactions. Additionally, our product lineup features Real-User Monitoring, Synthetic Monitoring, Infrastructure Monitoring, and API Analytics, all backed by guaranteed customer support available 24/7. We pride ourselves on delivering exceptional service to enhance user experience.

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.

Visplore transforms the challenging task of analyzing extensive and messy time series data into a straightforward and highly effective process. This innovation is particularly beneficial for process specialists, research and development engineers, quality assurance managers, industry advisors, and anyone who has faced the burdensome job of preparing intricate measurement data. Understanding your data is crucial for realizing its potential value, and Visplore provides user-friendly tools that help you rapidly uncover correlations, patterns, trends, and additional insights like never before. The process of cleansing and annotating data is what distinguishes valuable information from worthless noise. Within Visplore, you can manage dirty data—such as outliers, anomalies, and alterations in processes—as effortlessly as you would with a drawing application. Moreover, seamless integrations with Python, R, Matlab, and various other data sources make incorporating Visplore into existing workflows remarkably easy. The platform maintains impressive performance even when handling millions of data records, enabling users to engage in unexpectedly innovative analyses, which can lead to groundbreaking discoveries. Ultimately, Visplore empowers users to focus on deriving insights rather than getting bogged down in data preparation.

Fogwing represents a cutting-edge platform for Industrial IoT, equipped with capabilities that enable the development of IoT solutions tailored to diverse industrial applications such as tracking assets, conducting predictive maintenance, and monitoring equipment. Users, regardless of their IT expertise, can effortlessly design and implement automation solutions based on IoT technologies. Additionally, the platform’s advanced data analytics feature facilitates data-driven decision-making, helping to identify potential operational risks and implement proactive measures while reducing total cost of ownership. This ensures that businesses can operate more efficiently and sustainably in a rapidly evolving industrial landscape.

AggreGate functions as an all-encompassing, customizable integration platform designed for the Internet of Things, driving digital transformation in enterprises by linking diverse assets and analyzing their data to reveal critical insights. This innovative platform, accompanied by its tailored offerings, equips integrators, original equipment manufacturers, telecommunications firms, and managed service providers to effortlessly deliver IoT solutions across both edge devices and cloud frameworks. Users can develop and deploy their consumer or industrial IoT applications in mere days, enabling quick production implementation within a few weeks. The platform enhances industrial automation and process control through an advanced SCADA/MES system that optimizes building automation. By setting up a centralized command and control hub for smart facilities, businesses can effectively lower HVAC, energy, and other operational expenses while boosting resident satisfaction through enhanced digital services. Furthermore, the Data Center Supervisor feature allows for the oversight of both industrial and IT equipment in a data center via a singular system, facilitating the design of adaptable floor plans, the creation of personalized dashboards, and the integration with data center infrastructure management tools. This comprehensive strategy not only simplifies operations but also significantly improves overall efficiency and agility in managing contemporary technological landscapes, ensuring that businesses remain competitive in a rapidly evolving market. The ability to integrate various systems seamlessly positions AggreGate as a vital asset for organizations aiming to thrive in the IoT era.

Devices such as sensors and wearables, along with platforms like CRM and relational databases, provide a multitude of data storage solutions. As your organization collects and retains information from a growing variety of sources and locations, fully leveraging this data demands a unified business intelligence solution that integrates all components into a single platform. You need a system that allows for rapid analysis and visualization of your data, making it possible to reach well-informed decisions within seconds. Transitioning from fragmented data storage to a more integrated approach with MotionBoard Business Intelligence empowers your team to achieve efficiency and insight for superior decision-making. By implementing such a robust tool, your organization can refine its data-driven methodologies and dramatically improve overall performance outcomes. Ultimately, this shift not only streamlines operations but also fosters a culture of proactive insight generation.

Real-time operations are tracked and visualized through key performance indicators (KPIs) and dashboards, while also encompassing trends, analytics, alert systems, and hierarchical data. It integrates data from various sources, including industrial systems, IoT, business metrics, and external inputs. This comprehensive system enables users to view real-time data on any device, eliminating the necessity of transferring information elsewhere. Such a setup enhances decision-making through immediate insights and streamlined data access.

Davra IoT equips various sectors, including businesses, fleet managers, original equipment manufacturers (OEMs), and municipalities, with the tools to design, create, and rapidly deploy robust IoT applications on a reliable, secure, and scalable platform. Launch your IoT project in less than 50 days and benefit from a system designed for seamless integrations. Experience significant cost reductions of up to 80% on your projects while leveraging extensive analytics that provide descriptive, diagnostic, predictive, and prescriptive insights. Our platform offers cloud-based streaming analytics, integrating machine learning, natural language processing, and artificial intelligence capabilities at the network edge for maximum efficiency. Enjoy features such as HTML5 dashboard visualizations, advanced geo-mapping tools, and a user-friendly layout manager. Additionally, access a complete developer suite that encompasses source control, versioning, and a comprehensive code editor. Achieve an "asset-centric view" of your IoT devices by integrating both static and dynamic attributes into your applications for better management. Furthermore, benefit from a fully microservice-oriented architecture that includes infrastructure libraries and runtime engines to enhance overall performance and efficiency. This all-encompassing strategy not only guarantees the functionality of your IoT solutions but also ensures they remain flexible and ready for future advancements in technology. Embrace the future of IoT with confidence, knowing you have a partner committed to innovation and excellence.

HyperConnect is a powerful, open-source framework crafted specifically for large-scale Internet-of-Things (IoT) applications, utilizing the Elastos Peer-to-Peer Carrier Network to effectively manage traffic flow among interconnected devices. Its modular structure provides a dependable base that is adaptable for a variety of industries operating within the IoT domain. Essential elements such as communication protocols, data transmission, and storage solutions play a pivotal role in the Internet of Things ecosystem. Users have the capability to visualize data, allowing them to glean significant metrics, recognize patterns, and achieve profound insights. The integrated compiler facilitates the development, oversight, and validation of Python scripts that cater to detailed sensor management. In addition, it allows for real-time data gathering from multiple sources, converting raw information into actionable insights without manual intervention. Users can conveniently monitor and manage a multitude of devices and sensors, whether they are on-site or remotely located, all while ensuring security is maintained throughout the operation. The user-friendly Graphical User Interface (GUI) is designed for optimal flexibility, enabling users to work with minimal coding skills. Moreover, the framework guarantees secure peer-to-peer communication within the IoT network, empowering users to maintain control over their data while simultaneously bolstering the integrity and efficiency of the system. Such a holistic approach streamlines the management of IoT systems and encourages the development of cutting-edge applications across various fields. By fostering innovation and efficiency, HyperConnect positions itself as a leader in the IoT space.

Azure Percept is a comprehensive and intuitive platform that bolsters the security of edge AI solution development. You can get started on your proof of concept within minutes by leveraging hardware accelerators that are specifically engineered for seamless integration with Azure AI and Azure IoT services. The platform functions directly with Azure Cognitive Services, Azure Machine Learning, and an array of other Azure tools to deliver instantaneous insights for visual and auditory data. This all-in-one edge AI platform incorporates integrated hardware accelerators that connect effortlessly to Azure's AI and IoT services, facilitating a streamlined experience. With access to pre-built AI models and management tools, you can swiftly initiate your proof of concept. Furthermore, robust security features are woven into your edge AI solution, protecting your most crucial and valuable resources. You can also tap into a diverse library of ready-made AI models that provide vision capabilities, such as object detection and shelf analytics, as well as audio functionalities like voice control and anomaly recognition. The platform empowers users to customize AI model training without requiring any coding skills, allowing for deployment options that include both local and cloud environments. This level of flexibility guarantees that users can adapt their AI solutions to meet specific requirements while ensuring top-notch security and operational effectiveness. Ultimately, Azure Percept represents a significant advancement in making edge AI more accessible and secure for organizations of all sizes.

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.

Elevate your operational efficiency, reduce potential risks, and maximize asset utilization through the XMPro IoT Application Suite. This cutting-edge platform integrates IoT solutions into existing business workflows, enabling more informed decision-making processes. With strong integration capabilities, it ensures secure connections across various systems, while also providing real-time event stream processing to manage large data volumes from numerous sources. Additionally, it offers extensive analytics, IoT device management, and other valuable features. By harnessing these tools, organizations can not only improve their efficiency but also enhance their ability to adapt swiftly to the fast-evolving business landscape. Overall, the XMPro IoT Application Suite positions companies for success in an increasingly competitive market.

The Bosch IoT Suite allows for the creation of digital representations of real-world devices or assets in the cloud, known as digital twins, which embody all the features and functions of their physical counterparts. By effectively managing and updating the data, attributes, and relationships of an asset, while also providing notifications for significant changes, these digital twins foster a smooth connection between the physical and digital worlds, ensuring consistency between the two. This ongoing alignment significantly improves the capability to monitor and manage assets in real-time, leading to more efficient operations and decision-making processes. Additionally, the ability to track modifications and receive alerts empowers users to respond proactively to potential issues.

The landscape of IoT-connected devices is changing rapidly, leading to an overwhelming influx of data generated every second. To make the most of this information, it is crucial to implement a real-time data visualization and tracking tool that supports informed decision-making. An IoT Dashboard acts as a versatile partner for your IoT devices, adeptly extracting and displaying key data. This tool empowers users to analyze, monitor, and produce reports on data instantaneously through engaging and interactive visual representations. Such a real-time, visually compelling method makes it easier for everyday users to understand data, allowing them to take swift actions across various IoT applications. In addition, a dedicated MQTT dashboard simplifies the monitoring and management of live data, offering a vibrant overview of the latest updates from the Bevywise MQTT Broker. The IoT Platform serves as an all-encompassing device management system, supervising IoT devices while capturing and archiving their data. Specifically, the Bevywise IoT Platform supports both single and multi-tenancy architectures, ensuring a smooth and efficient onboarding process for all clients. With these tools, organizations can fine-tune their IoT strategies and adapt to emerging data trends in a proactive manner. Ultimately, the integration of these systems fosters a more informed and agile business environment, enhancing overall operational efficiency.