Best IoT Analytics Software of 2026

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.

IoT Service Monitoring Turn device data into action to optimize your service delivery Protect your revenue Customers will continue to pay you if your service is high quality. Save money Armed with a powerful tool, your employees will be more productive and provide better service using the same human resource. Your time should be spent in areas that will yield the highest return. Unlock growth You can press the "SCALE" button to deploy without worrying about whether you will fail. All the information you need to support your business decisions is at your fingertips.

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.

About Qrvey Qrvey pioneered multi-tenant self-service analytics for SaaS companies and now leads the evolution toward AI-driven, autonomous analytics. With over 20 years of experience, we provide industry-leading guidance and support, ensuring our clients achieve their analytics goals. Our deep understanding of multi-tenant SaaS architecture and comprehensive services make us the partner of choice for SaaS leaders. About Qrvey Platform Qrvey is the embedded analytics platform designed specifically for SaaS companies. Qrvey offers insight, agility and growth. Insight for your customers · True self-service with unlimited customization · AI-driven insights · No-code workflow automation Agility for your product team · End-to-end embedded analytics platform · Native multi-tenant security · Flexible multi-cloud deployments Growth for your business · Flat-rate pricing for scale · Unmatched monetization opportunities · Embedded services

FreePoint Technologies' ShiftWorx provides a ‘holistic’ shopfloor management platform that when applied in whole or in succession affords manufacturers a production optimization solution backed by Toyota Production System (TPS) consulting expertise. ▪ Fully customized modular suite of products. ▪ Toyota Production System (TPS) expertise ▪ Measures and monitors critical production areas. ▪ Managed Services included. ▪ Cloud-connects equipment of any age, type or brand. ShiftWorx is a unique grouping of modules that provide an end-to-end solution for continuous improvement across the production floor. ▪ Production Management - Real-time information on machine performance, jobs, and operator workforce. ▪ Performance Analysis - Metrics at the machine, line or plant for historical, situational and predictive insights. ▪ Quality & Compliance - Benchmarking, standards and procedures to meet audit and compliance regulations. ▪ Team Member Development & Performance - Operators have better tools for creating value added work. Measure, Analyze, and Improve with ShiftWorx! Contact us for a complimentary consultation from our TPS experts! Schedule a software demo specific to your Industry today!

Devices like sensors and wearables, along with systems such as CRM and relational databases, contribute to a vast array of data storage options. As your organization gathers and retains information from an increasing number of sources and locations, harnessing the full potential of this data requires a cohesive business intelligence solution that seamlessly integrates everything into one platform. You require a system that empowers you to analyze and visualize your data instantaneously, enabling you to make well-informed decisions in just seconds. Embrace the transition from isolated data storage to a more empowered approach with MotionBoard Business Intelligence, where efficiency and insight meet for optimal decision-making. By utilizing such a comprehensive tool, your organization can enhance its data-driven strategies and significantly elevate overall performance.

The BellaDati IoT Framework revolutionizes the speed at which businesses can create IoT applications and incorporate advanced analytics. With an integrated suite that offers 80% of its features right from the start, it mitigates the risks, time, and expenses typically involved in developing new solutions. It effectively operates applications while connecting to data sources and analytical models. Users benefit from a visual interface that enhances interaction with data and analytical outputs. Additionally, it provides a development environment for integrating data and analytics into situational intelligence applications, as well as tools for mathematical modeling and forecasting. Through its API, BellaDati allows seamless integration with custom client applications. The framework also supports the creation of reports, dashboards, and datasets while facilitating resource imports. By enabling the combination of data from various sources, BellaDati serves as a crucial technological enabler for the IoT landscape. Moreover, it ensures load balancing of data throughout transformations and across multiple cluster nodes, enhancing efficiency and performance. This comprehensive approach positions BellaDati as a leader in the realm of IoT application development.

Create dynamic, real-time dashboards and visualizations in just minutes with an easy-to-use drag-and-drop interface. You can start for free and, when you're ready to expand, choose a plan that suits both you and your organization. Behind the appealing design lies a robust, secure, and high-performance enterprise-level cloud system. Explore our Github repository to connect with a community of open-source developers who are continuously enhancing Freeboard's features and capabilities. Customize layouts to fit your precise requirements by adjusting widget and background colors, incorporating logos, and aligning with your branding to truly make it your own. Each Freeboard comes with a distinct URL, making it easy to share via email, SMS, or social media platforms. You can also duplicate any Freeboard to use as a foundation for a new project (with permission). Keep your Freeboards accessible to the public for free, or opt for one of our affordable plans to ensure their privacy. The flexibility and functionality of Freeboard make it an excellent choice for users looking to create personalized visual experiences.

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.

Leverage Flonomics data analytics to gain deeper insights into your physical retail locations. Our IoT technology for counting people boasts a remarkable 98% accuracy, allowing for the analysis of visitor traffic patterns, occupancy levels, and entry point usage among other critical metrics, empowering you to transform insights into actionable strategies. Utilizing our analytical tools is essential for comprehending the dynamics within your establishment. It’s time to enhance your competitive edge, as we have democratized metrics that were once exclusively available to online retailers for use in brick-and-mortar settings. Our user-friendly dashboard provides instant access to vital information across any device, ensuring you are always in the loop. Completely web-based, our platform is secure and available around the clock. The 98% accuracy of our shopper counting system instills confidence in retailers, enabling them to convert data into decisive actions. With reliable and easily installed sensors, you can effortlessly collect the essential data you require to evaluate the performance of each of your stores effectively. As a result, your business can respond more dynamically to customer behaviors and optimize operations accordingly.

Plutoshift’s Operational Data Platform (ODP) offers automated performance tracking and predictive analysis aimed at optimizing physical infrastructure, enhancing efficiency, minimizing costs and waste, and fostering the development of more sustainable and resilient businesses. The most significant hurdle in extracting value often lies in the initial stages of data extraction and processing. To address this, Plutoshift effectively ingests, processes, and organizes all data from infrastructure, business operations, and even external sources, thereby establishing a solid foundation for actionable insights. The platform fully automates and manages the entire data pipeline, eliminating the need for extra IT personnel. With Plutoshift, organizations gain a continuous and comprehensive view of their operations at various levels, including workflow, site, and enterprise. Operators can instantly access trends and key performance indicators (KPIs) for all processes and assets, enabling swift decision-making. Additionally, the system features customizable alerts, response tracking, and detailed contextual reports, empowering teams to quickly spot issues, avert potential downtimes, and identify the underlying causes of problems. This proactive approach not only enhances operational efficiency but also supports strategic decision-making for long-term success.

Guidewheel's AI platform will help you get more out of existing assets, reduce costs, and make your team win. The fastest way to improve factory operation. Track downtime accurately and identify root causes for improved efficiency and utilization. Forecast throughput accurately and track planned production vs. actual. Monitor OEE in real-time and see your trend over time. Track cycles, cycle times, and performance against goals. Monitor energy consumption and look for ways to reduce costs and consumption. Find out about maintenance issues before they become a problem. Monitor conditions such as temperature, flow, humidty, and pressure. Unlock hidden capacity by revealing and addressing losses such as preventable downtimes, long changeovers and late starts. AI-driven alerts will notify you when performance is deviating from the plan. This allows your team to take corrective actions and stay on track. Delivering on time is the best way to build customer trust.

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.