Best IoT Analytics Software with a Free Trial of 2025

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.

An IoT Application Enablement Platform hosted in the cloud that simplifies the process of creating and quickly launching IoT applications tailored to meet the unique needs of your clients' industries. This single cloud solution addresses all aspects of IoT requirements. Identify your needs, unleash your creativity, develop custom vertical applications, and secure larger contracts. You can create anything from straightforward dashboard applications to sophisticated enterprise-level solutions, utilizing modeling, visualization, and automation techniques. Experience swift deployment that shortens time to market, minimizes execution risks, ensures comprehensive security, is economically viable, and allows for scalability. The platform supports essential functions such as registration, provisioning, authentication, monitoring, control, troubleshooting, telemetry, and firmware updates for IoT devices and assets on a large scale while adhering to device certificates and policies. It offers seamless connectivity options for a diverse range of sensors and gateways, accommodates multiple communication protocols, and effortlessly integrates with different wired and wireless communication methods. Ultimately, this platform empowers businesses to innovate and streamline their IoT strategies effectively.

Ayla adopts a genuinely agnostic strategy, facilitating device connectivity through various widely-used transport protocols, connectivity methods, and cloud infrastructure solutions. Compatible with standards such as HTTPS, MQTT, and CoAP, Ayla offers a comprehensive selection of pre-configured agents designed for embedded systems, gateways, Android, Linux, BLE/phones, and cloud connectivity. The company’s Virtualization Engine creates a powerful 'digital twin' of each physical device, establishing a strong groundwork for managing devices at a large scale within the IoT ecosystem. With proven functionalities like a rules engine, firmware Over-The-Air (OTA) updates, and data policies, Ayla's Device Management system ensures thorough support for connected products throughout their entire lifecycle. Additionally, Ayla's application enablement capabilities allow businesses to derive significant value from their data in numerous ways. By providing both a Web Framework and a Mobile Platform SDK, Ayla accelerates the development of consumer and business applications. Furthermore, they offer services such as Customer Care, Field Service, and Asset Tracking, enhancing the overall user experience and operational efficiency.

There are countless devices operating in various environments such as residences, industrial sites, oil extraction facilities, medical centers, vehicles, and numerous other locations. As the number of these devices continues to rise, there is a growing demand for effective solutions that can connect them, as well as gather, store, and analyze the data they generate. AWS provides a comprehensive suite of IoT services that span from edge computing to cloud-based solutions. Unique among cloud providers, AWS IoT integrates data management with advanced analytics capabilities tailored to handle the complexities of IoT data seamlessly. The platform includes robust security features at every level, offering preventive measures like encryption and access control to safeguard device data, along with ongoing monitoring and auditing of configurations. By merging AI with IoT, AWS enhances the intelligence of devices, allowing users to build models in the cloud and deploy them to devices where they operate twice as efficiently as comparable solutions. Additionally, you can streamline operations by easily creating digital twins that mirror real-world systems and conduct analytics on large volumes of IoT data without the need to construct a dedicated analytics infrastructure. This means businesses can focus more on leveraging insights rather than getting bogged down in technical complexities.

Business Intelligence, AI & NLP are available to anyone who wants to make data-driven business decisions. Knowi instantly transforms data into insights and data-driven actions. No ETL. No ODBC drivers. Simply connect your datasources to start building queries. It's that simple. In a matter of minutes, you can create blended datasets by joining data sources from NoSQL and SQL, REST API, and even file-based sources. Click. Done. We have combined the power and natural language queries of AI to create a new self-service experience in BI that makes it easier to find and reveal new insights. The data we have today is large and scattered. A business intelligence solution is required to instantly connect to modern data. Knowi is the only full-stack analytics platform that integrates natively to all popular NoSQL data sources, as well as relational or Cloud APIs.

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.

Qrvey is the only solution for embedded analytics with a built-in data lake. Qrvey saves engineering teams time and money with a turnkey solution connecting your data warehouse to your SaaS application. Qrvey’s full-stack solution includes the necessary components so that your engineering team can build less software in-house. Qrvey is built for SaaS companies that want to offer a better multi-tenant analytics experience. Qrvey's solution offers: - Built-in data lake powered by Elasticsearch - A unified data pipeline to ingest and analyze any type of data - The most embedded components - all JS, no iFrames - Fully personalizable to offer personalized experiences to users With Qrvey, you can build less software and deliver more value.

Cloud IoT Core is a comprehensive managed service designed to facilitate the secure connection, management, and data ingestion from a vast array of devices spread across the globe. By integrating with other services on the Cloud IoT platform, it offers a holistic approach to the collection, processing, analysis, and visualization of IoT data in real-time, ultimately enhancing operational efficiency. Leveraging Cloud Pub/Sub, Cloud IoT Core can unify data from various devices into a cohesive global system that works seamlessly with Google Cloud's data analytics services. This capability allows users to harness their IoT data streams for sophisticated analytics, visualizations, and machine learning applications, thereby improving operational workflows, preempting issues, and developing robust models that refine business processes. Additionally, it enables secure connections for any number of devices—whether just a few or millions—through protocol endpoints that utilize automatic load balancing and horizontal scaling, ensuring efficient data ingestion regardless of the situation. As a result, businesses can gain invaluable insights and drive more informed decision-making processes through the power of their IoT data.

SensorCloud stands out as an innovative platform for storing, visualizing, and remotely managing sensor data, utilizing robust cloud computing technologies to ensure exceptional scalability, quick data visualization, and customizable analytical capabilities. Among its key features are FastGraph, MathEngine®, LiveConnect, and the OpenData API, all designed to enhance user experience. The platform enables users to effortlessly construct dashboards for data visualization, ranging from straightforward Timeseries Graph widgets to more complex configurations featuring Radial Gauges, Text Charts, Linear Gauges, FFTs, and Statistics. Given that SensorCloud accommodates unlimited data uploads and LORD's sensors operate at very high sampling rates, the ability to swiftly visualize extensive datasets is crucial. Our search for an existing application that could manage substantial data volumes was unfruitful; thus, we developed a proprietary algorithm tailored to meet our unique needs and challenges in handling large-scale sensor data. Ultimately, this dedication to innovation ensures that SensorCloud remains a leader in the realm of sensor data management.

DeviceAtlas stands as the leading authority in device detection and data solutions, uniquely positioned to serve web, app, and mobile operator settings. Utilizing our patented technology, we offer a unified device identifier that allows for comprehensive insights into device traffic across various connected platforms. By facilitating precise device targeting for advertising campaigns, DeviceAtlas significantly boosts conversion rates and provides in-depth analytics. As the benchmark within the online advertising sector, DeviceAtlas for Web excels as the premier solution for interpreting User-Agent strings in the digital landscape. Whether your goal is to assess device traffic patterns, enhance conversion rates for digital marketing, or tailor content for your audience, DeviceAtlas empowers you to effectively maximize your online reach and impact. Its versatility ensures that businesses can strategically engage with their target demographics like never before.

Discover an innovative approach to unlocking the potential of smart business with a no-code enterprise platform that has mastered the art of profitability. Initiate your journey with small-scale projects and expand them at an extraordinary pace across a limitless range of devices, protocols, and systems within various sectors. Enjoy the advantages of rapid prototyping and virtual devices, allowing you to bring your concepts to life in mere hours and showcase them to clients before any investment is made. Experience swift returns on smaller initiatives, and transition seamlessly to larger projects as needed. Manage and oversee all customer systems and their diverse functionalities from a unified dashboard. Utilizing five foundational technologies, Axonize is meticulously crafted to convert buildings, offices, retail spaces, and more into intelligent environments. Our comprehensive no-code solution empowers customers to efficiently handle a diverse mix of legacy and contemporary software, devices, and sensors, enabling the quick launch of secure projects. Moreover, we equip you with our readily available Any App and orchestration layers, ensuring a smooth integration process for all your smart enterprise needs. This holistic approach not only fosters innovation but also drives sustainable growth in your business landscape.

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

IoTWorX™ integrates ICONICS' advanced IoT software technology with its established HMI/SCADA systems, analytics, and mobile applications operating in the cloud. This platform provides manufacturers and facility managers with essential IoT capabilities, such as asset connectivity, secure cloud communications, and integrated real-time visualization features. By utilizing edge analytics, latency is greatly reduced, and FDD technology is employed to enhance cost savings and boost operational effectiveness. Furthermore, users have the flexibility to connect with nearly any automation equipment by utilizing a variety of supported industry protocols, including OPC UA, BACnet, SNMP, Modbus, web services, and traditional OPC tunneling. This comprehensive approach ensures that businesses can maintain a competitive edge in their operations.

The Predix Platform serves as the backbone for industrial operations. It is an asset-focused and scalable data foundation that functions as a secure application platform capable of running, scaling, and enhancing digital industrial solutions. This platform provides essential shared capabilities necessary for industrial applications, including asset connectivity, edge technology, analytics, machine learning, big data processing, and the creation of asset-centric digital twins. As a distributed application platform, the Predix Platform is finely tuned for managing and analyzing high volumes of data with low latency, ensuring effective integration. Additionally, Predix Essentials offers a comprehensive solution tailored for industrial monitoring and event management. This tool harnesses the power of the Predix Platform, incorporating asset connectivity and edge-to-cloud data processing along with a robust user console, all pre-configured for swift implementation—eliminating the need for any development effort. With Predix Essentials, organizations can quickly achieve operational efficiency and enhanced insights.

Visplore makes the analysis of large, dirty time series data intuitive and extremely efficient. For process experts, R&D engineers, quality managers, industry consultants, and everyone who has spent a lot of time on the tedious preparation of complex measurement data. Knowing your data is the fundament of unlocking its value. Visplore offers ready-to-use tools to understand correlations, patterns, trends and much more, faster than ever. Cleansing and annotating make the difference between valuable and useless data. In Visplore, you deal with dirty data like outliers, anomalies and process changes as easily as using a drawing program. Integrations with Python, R, Matlab and many other sources makes workflow integration straightforward. And all of that at a performance that is still fun even with millions of data records, and allows for unexpectedly creative analyses.

The Waylay platform is a modular IoT solution that offers top-tier OEM technology for backend development and operational processes, facilitating the rapid delivery of IoT solutions on a large scale. It features sophisticated rule logic modeling, execution capabilities, and comprehensive lifecycle management. This platform allows for the automation of various data workflows, regardless of their complexity. Designed to seamlessly handle the diverse data patterns found in IoT, OT, and IT, Waylay integrates both streaming and time series analytics into a single, collaborative intelligence environment. By providing non-developer teams with user-friendly, self-service apps focused on key performance indicators, it significantly shortens the time to market for IoT products. Users can identify the most effective automation tools for their specific IoT applications and evaluate them against established benchmarks. Additionally, developing IoT applications diverges significantly from traditional IT development, as it entails connecting the physical realm of Operations Technology, which involves sensors and actuators, with the digital landscape of Information Technology, encompassing databases and software systems. This bridging of worlds highlights the unique challenges and opportunities presented by IoT application development.

Discover a user-friendly Industry 4.0 solution tailored for your manufacturing business. We empower manufacturers to boost the efficiency and dependability of their production assets by utilizing IoT for gathering data, alongside our exclusive AI for predictive analytics, and a comprehensive platform offering actionable insights. By seamlessly integrating data from various sources, we enhance maintenance processes through predictive AI, thereby extending the lifespan and efficiency of machines. Our data-driven strategy fosters ongoing improvement by incorporating condition monitoring IoT sensors and gateways, a cloud-based data integration platform, and AI-enhanced predictive analytics algorithms, culminating in prescriptive analytics that deliver actionable insights. Experience real benefits from our software, which is grounded in customer feedback and technology research and development, and witness how these innovations can transform your manufacturing operations for the better. By adopting our solutions, you can pave the way for a smarter future in manufacturing.

Utilize insights derived from IoT to enhance and transform business processes for significant improvements. The SAP Internet of Things solution provides features tailored for various industrial IoT scenarios. Functioning as the IoT component of SAP’s Business Technology Platform, it allows organizations to rethink their business processes and models by integrating IoT services and data seamlessly. The SAP IoT solution includes a comprehensive reference architecture that delivers business services and key functionalities to tackle essential industrial IoT challenges across sectors such as manufacturing, supply chain, logistics, asset management, product tracking, and service management. It also offers a cloud service designed for developing IoT applications and ensures integration with existing business applications. Additionally, it incorporates Big Data capabilities that are inherently managed, enriching IoT data with relevant business context, rules, and a framework for event-driven integration. Furthermore, it provides analytical services that are live-linked to SAP Analytics Cloud, empowering organizations to make data-driven decisions effectively. This holistic approach helps organizations unlock the full potential of IoT technology in their operations.

Meet IXON Cloud: the industrial IoT platform that grows with you. IXON Cloud is a complete IoT solution, from connectivity to cloud, that brings your machines, people and services together. Connect your machines to IXON Cloud to benefit instantly from optimised remote support with Remote Access Cloud. Or work on your service ambitions and increase revenue with data-driven business models with Service Lifecycle Cloud. The IXON Cloud solution is scalable and open to integrate with third party apps, so you can customise it to your own unique situation. With IXON’s Remote Access Cloud troubleshooting becomes simple, secure and fast, wherever you are. Benefit from a Plug & Play setup, clear interface and a reliable connection. With IXON’s Service Lifecycle Cloud you benefit from a no-code data studio and open architecture. Launch your own portal with a short time-to-market and low maintenance.

An entirely managed cloud-based solution that facilitates device registration, connectivity, control, quick visualization, and data storage. By integrating chip, app, and cloud technologies, users can fully leverage Watson's cognitive APIs, feature-rich dashboards, extensive developer tools, and top-tier security measures to enhance insights in enterprise IoT. This service provides predictive, real-time, and edge analysis of user, machine, and environmental data, utilizing machine learning and cognitive APIs. It enables governance over applications and devices within an IoT framework, monitoring usage and performance trends, detecting anomalies, and validating data and transactions. The platform connects IoT devices, networks, and gateways through an expanding ecosystem that employs open standards-based communications such as MQTT and HTTPS. Furthermore, it allows for the identification, aggregation, and transformation of data from various IoT sources into structured asset-based data. Users can harness their IoT data to gain insights into current conditions and trends, analyze unstructured data from videos and images, and extract valuable information from unstructured textual data. Ultimately, this service empowers organizations to make informed decisions based on comprehensive data analysis and visualization.

Enhance the accessibility and efficiency of your HMI/SCADA platform by leveraging the capabilities of the Internet of Things (IoT). The IoT perceives the world as a smart and interconnected ecosystem, aiming to link various assets, or "things," within a comprehensive software network that constitutes a smart grid. These "things" possess features for actuation, control, automation, and autonomous operation. The integration of these devices leads to the accumulation of extensive data, providing users with unprecedented opportunities and insights. With ICONICS’ SCADA integrated with IoT, this data is harnessed to offer operators a new dimension of actionable intelligence. The ICONICS IoT solution interconnects your buildings, facilities, and equipment through secure TLS encryption and Microsoft Azure, ensuring your cloud data is readily accessible from anywhere. Utilizing a pub/sub architecture, it facilitates real-time visualization of key performance indicator (KPI) data right at the edge. Additionally, we provide a reliable and secure connection to the cloud using bi-directional AMQP specifically designed for Microsoft Azure, ensuring seamless data flow and operational efficiency. This integration not only enhances system performance but also empowers users to make informed decisions based on real-time data analysis.

Azure Percept is a user-friendly, all-encompassing platform designed to enhance security while developing edge AI solutions. You can initiate your proof of concept within minutes, thanks to hardware accelerators that effortlessly connect with Azure AI and Azure IoT services. Out of the box, Azure Percept is compatible with Azure Cognitive Services, Azure Machine Learning, and various other Azure offerings, providing real-time insights for both vision and audio applications. This end-to-end edge AI platform includes hardware accelerators that are integrated with Azure AI and IoT services, facilitating a smoother development process. With pre-built AI models and robust solution management tools, you can quickly kickstart your proof of concept. Built-in security features ensure that your edge AI solution safeguards your most sensitive and high-value assets. You can begin with a collection of pre-existing AI models tailored for vision tasks, such as object detection, shelf analytics, and vehicle analytics, as well as audio functions like voice control and anomaly detection. Additionally, you have the flexibility to customize AI model training without writing any code and to deploy your solutions either locally or in the cloud, thereby maximizing your implementation options. This versatility and ease of use make Azure Percept a compelling choice for organizations looking to harness the power of edge AI.

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.