Best IoT Analytics Software for Linux of 2025

Tractian is the Industrial Copilot for maintenance and reliability, combining hardware and software solutions to monitor asset performance, manage industrial operations, and implement predictive maintenance strategies. Its AI-driven platform empowers businesses to prevent unplanned equipment downtime and boost production output. The company is headquartered in Atlanta, GA, and extends its presence globally with offices in Mexico City and Sao Paulo. Learn more at tractian.com.

Rayven is a user-friendly SaaS platform that solves businesses' challenges with interoperability, real-time data, and app development - without the need to replace legacy systems, increase risk, or endure lengthy development times. Combining iPaaS, Data, IoT, Workflow Automation, Analytics, BI, AI, App Development, and PaaS into one solution, Rayven makes system integration, real-time data processing, and custom app creation simple. It's designed to help you overcome complex business issues effortlessly. With Rayven, you can: - Connect any system, device, or data source - Quickly create workflows and applications - Add AI and automation, tailored to your needs, anywhere Rayven is intuitive, fully compatible with any technology, and infinitely scalable. It optimises your existing tools, making real-time, AI-driven decision-making accessible to businesses of all sizes at an affordable price.

Datadog is the cloud-age monitoring, security, and analytics platform for developers, IT operation teams, security engineers, and business users. Our SaaS platform integrates monitoring of infrastructure, application performance monitoring, and log management to provide unified and real-time monitoring of all our customers' technology stacks. Datadog is used by companies of all sizes and in many industries to enable digital transformation, cloud migration, collaboration among development, operations and security teams, accelerate time-to-market for applications, reduce the time it takes to solve problems, secure applications and infrastructure and understand user behavior to track key business metrics.

Adopting a genuinely agnostic stance, Ayla facilitates device connectivity that spans popular transport protocols, various connectivity pathways, and diverse cloud infrastructure platforms. It operates effortlessly with protocols such as HTTPS, MQTT, and CoAP, and boasts a comprehensive suite of pre-configured agents designed to accommodate embedded solutions, gateways, Android, Linux, BLE/phone, and cloud integrations. Ayla's Virtualization Engine creates a powerful 'digital twin' of the physical device, serving as a cornerstone for extensive device management within the IoT sector. With proven functionalities that include a rules engine, firmware OTA updates, and data policies, Ayla's Device Management system ensures comprehensive support for connected products throughout their entire lifecycle. The application enablement provided by Ayla allows businesses to derive significant value from their data through various methods. Additionally, its Web Framework and Mobile Platform SDK facilitate the swift development of consumer mobile and business applications. Furthermore, Ayla's offerings extend to include Customer Care, Field Service, and Asset Tracking, enhancing operational efficiency and customer satisfaction. Overall, Ayla's solutions are designed to optimize connectivity and streamline the management of IoT devices effectively.

WolkAbout is a complete IoT application platform that provides a user-friendly interface and tools to enable system integrators, service providers, and product developers to quickly develop and bring digital applications to market. Our experienced team assists clients in system integration and building custom apps that add value to businesses. We are known for our innovative spirit, industry knowledge and unmatched digital tech expertise. WolkAbout has more than 50 employees and 8 centers around the world. We transform value chains in all industries, from manufacturing to oil&gas.

XL is the OEE software that is most simple and easy to use from the company behind oee.com. XL has been installed on over 25,000+ manufacturing processes in 45 countries. It can be installed on any manufacturing process with 2 sensors and a barcode reader. XL provides real-time dashboards, historical reporting, instant email and SMS alerts, as well as instant email and SMS notifications. Get a free 90-day trial to improve your manufacturing OEE.

NamLabs Technologies is a software business formed in 2014 in India that publishes a software suite called Atatus. Atatus is a SaaS Software & a unified monitoring solution that includes providing a demo. Atatus is Application Performance Management software, including features such as full transaction diagnostics, performance control, Root-Cause diagnosis, server performance, and trace individual transactions. Our other products include Real-User Monitoring, Synthetic Monitoring, Infrastructure Monitoring, and API Analytics. Guaranteed 24*7 Customer Support.

SkyFoundry's software solutions allow clients to get the most out of smart system investments. SkySpark's analytics platform automatically analyzes data from control systems, sensors, and metering systems to identify patterns, deviations, and opportunities for operational improvement and cost reduction. SkySpark assists building owners and operators to "find what matters" from the large amount of data generated by today's smart devices.

Fogwing is the next-generation Industrial IoT platform. It has features that allow you to create IoT Solutions for a variety of industrial use cases, including asset tracking, predictive maintenance, and asset monitoring. Without needing to be an expert in information technology, users can create and deploy IoT-based automation solutions. Extended data analytics allows for data-driven analytical processes that predict operational risks and take action at lower TCO.

Monitoring and visualization of real-time operations, including KPIs and dashboards. Also includes trends, analytics, hierarchy, alerts, and analytics. All data sources (industrial and IoT, business, and external) are gathered. It displays data in real-time on any device, without the need to move it.

HyperConnect serves as a robust, open-source framework designed for enterprise-level Internet-of-Things applications, leveraging the Elastos Peer-to-Peer Carrier Network to efficiently direct traffic among connected devices. Its modular design ensures a reliable foundation suitable for various industry sectors within the IoT landscape. Critical aspects such as communication, data transmission, and storage are essential components of the Internet of Things ecosystem. By visualizing data, users can extract valuable metrics, identify trends, and gain deeper insights. The integrated compiler enables the creation, management, and validation of Python scripts tailored for sensor management at a granular level. Furthermore, it enables real-time data collection from diverse sources, transforming raw inputs into actionable insights automatically. Users can effortlessly oversee and control numerous devices and sensors, whether on-site or from a distance, maintaining security throughout the process. The intuitive Graphical User Interface (GUI) is designed for maximum adaptability, allowing users to operate with little or no coding required. Additionally, the framework ensures secure peer-to-peer communication across the IoT network, empowering users to retain ownership of their data while enhancing overall system integrity and performance. This comprehensive approach not only simplifies the management of IoT systems but also promotes innovative applications across different sectors.

Azure Percept is an all-encompassing and user-friendly platform that enhances security for the development of edge AI solutions. You can initiate your proof of concept in just a few minutes, utilizing hardware accelerators that are designed to work effortlessly with Azure AI and Azure IoT services. Azure Percept operates directly with Azure Cognitive Services, Azure Machine Learning, and various other Azure offerings to provide real-time insights for both vision and audio. This end-to-end edge AI platform features integrated hardware accelerators that connect seamlessly to Azure AI and IoT services. With pre-existing AI models and management solutions, you can quickly kickstart your proof of concept. Moreover, robust security features are embedded in your edge AI solution to safeguard your most critical and valuable assets. You can also begin with a diverse library of prebuilt AI models that offer vision functionalities, such as object detection, shelf analytics, vehicle analytics, and audio features like voice control and anomaly detection. The platform allows for customization of AI model training without the need for coding, enabling deployment either locally or in the cloud. This flexibility ensures that users can tailor their AI solutions to fit specific needs while maintaining high security and performance standards.

TrendMiner is an advanced industrial analytics platform that is fast, powerful, and intuitive. It was designed to monitor and troubleshoot industrial processes in real-time. It allows for robust data collection, analysis and visualization, allowing everyone in industrial operations to make smarter data-driven decision efficiently. TrendMiner is a Proemion Company founded in 2008. Our global headquarters are located in Belgium and we have offices in the U.S.A., Germany, Spain, and the Netherlands. TrendMiner has strategic alliances with major players like Amazon, Microsoft and SAP. It also offers standard integrations for a variety of historians, including Honeywell PHD and GE Proficy Historian.

Using the Bosch IoT Suite, it's possible to develop digital representations of physical devices or assets within the cloud. These digital twins encapsulate all the functionalities and characteristics of their tangible equivalents. By managing and refreshing the information, attributes, and connections of an asset, along with issuing alerts for pertinent modifications, they enable a seamless integration between the physical and digital realms, ensuring they remain aligned. This synchronization facilitates enhanced monitoring and management of assets in real-time.

In the rapidly evolving landscape of IoT-connected devices, we are inundated with vast amounts of data every second. To effectively harness this data, implementing a live data visualization and tracking tool is essential for informed decision-making. An IoT Dashboard serves as a dynamic companion for all your IoT devices, efficiently extracting and presenting the necessary data. It allows users to analyze, monitor, and generate reports on data in real-time, utilizing engaging and interactive visualizations. This real-time, visually appealing approach simplifies data comprehension for everyday users, enabling prompt actions for a variety of IoT applications. Additionally, a specialized MQTT dashboard facilitates effortless monitoring and management of real-time data, providing a vibrant snapshot of the latest developments within the Bevywise MQTT Broker. Furthermore, the IoT Platform acts as a comprehensive device management system, overseeing IoT devices while collecting and storing their data. The Bevywise IoT Platform features both single and multi-tenancy architecture, allowing you to onboard all your clients seamlessly and effectively. As a result, businesses can optimize their IoT strategies and respond dynamically to emerging data trends.