List of the Top 25 IoT Analytics Software for Freelancers in 2025

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.

ThingsLog is an innovative technology firm that specializes in providing global clients with remote environmental and consumption monitoring solutions. Our services cater to various sectors, including utility operators, hotels, farmers, and numerous other enterprises, making them particularly effective in hard-to-reach areas. The system is powered by low-energy data loggers integrated with artificial intelligence and machine learning, alongside a web platform and a mobile application for monitoring. We address a variety of business needs, such as smart water metering from afar, overseeing pressure and flow metrics in DMA/PMA zones for water utilities, tracking energy use and analytics for industries and manufacturers, managing tank levels for agricultural and hospitality sectors, and automating the operation of pumping stations. By offering these comprehensive monitoring solutions, we aim to enhance operational efficiency and sustainability across different industries.

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.

Anyone looking to make informed business choices through data analysis can access Business Intelligence, AI, and NLP tools effortlessly. Knowi seamlessly converts raw data into actionable insights without the need for ETL processes or ODBC drivers. You can quickly connect to your data sources and begin crafting queries with remarkable ease. In just a few minutes, you can merge datasets by linking various sources, including NoSQL and SQL databases, REST APIs, and even file formats. With just a click, you can complete the task. By harnessing the capabilities of AI and natural language queries, we have developed a self-service BI experience that simplifies the process of uncovering valuable insights. As the volume of data continues to grow and become dispersed, having a robust business intelligence solution is essential for connecting to contemporary data sources instantly. Knowi stands out as the only comprehensive analytics platform that offers seamless integration with all widely-used NoSQL data sources, alongside relational databases and Cloud APIs, ensuring users can derive meaningful insights efficiently. With Knowi, businesses can truly unlock the potential of their data.

Embracing a truly agnostic approach, Ayla enables seamless connectivity for devices across a variety of transport protocols, connectivity options, and cloud infrastructure. It effortlessly supports protocols like HTTPS, MQTT, and CoAP, and features an extensive array of pre-configured agents tailored for embedded solutions, gateways, Android, Linux, BLE/phone, and cloud integrations. The Virtualization Engine of Ayla creates an effective 'digital twin' of each physical device, which is essential for comprehensive device management in the IoT landscape. With established capabilities such as a rules engine, firmware OTA updates, and data policies, Ayla’s Device Management system provides thorough support for connected products throughout their entire lifecycle. The application enablement offered by Ayla empowers businesses to extract substantial value from their data through multiple approaches. Moreover, Ayla’s Web Framework and Mobile Platform SDK allow for rapid creation of both consumer mobile and business applications. In addition, Ayla's services also encompass Customer Care, Field Service, and Asset Tracking, which further enhance operational efficiency and boost customer satisfaction. Collectively, Ayla's solutions are strategically designed to enhance connectivity and effectively streamline the management of IoT devices, making it a vital resource for businesses in the technology-driven market. This positions Ayla as a key player in the evolving landscape of Internet of Things technology.

Design sensors specifically for IoT applications while improving the quality of collected data through the integration of environmental and control system information. This integration must happen in real-time alongside enterprise data, enabling the implementation of predictive algorithms that reveal new insights and maximize the value of your data for meaningful applications. Employ advanced analytics to predict maintenance needs, understand asset utilization, reduce defects, and optimize processes. Leverage the potential of interconnected devices to offer remote monitoring and diagnostic capabilities. Additionally, apply IoT analytics to foresee safety hazards and ensure regulatory compliance, which ultimately contributes to a reduction in workplace accidents. The Lumada Data Integration platform streamlines the rapid development and scaling of data pipelines, amalgamating information from a variety of sources, such as data lakes, warehouses, and devices, while proficiently managing data flows across different environments. By building partnerships with clients and industry stakeholders from diverse sectors, we can accelerate digital transformation, thereby creating new societal value. This collaborative method not only fosters innovation but also promotes sustainable growth in a world that is becoming increasingly interconnected, proving that teamwork is essential for success.

Devices are found in abundance across various environments, including homes, factories, oil wells, hospitals, and vehicles. As the proliferation of these devices accelerates, the necessity for robust solutions to connect, collect, store, and analyze the data they produce grows increasingly urgent. AWS offers a wide-ranging portfolio of IoT services that integrates seamlessly from the edge of the network to the cloud. One distinguishing feature of AWS IoT is its exceptional capacity to merge data management with sophisticated analytics, providing user-friendly services designed to navigate the intricacies of IoT data. The platform boasts an extensive array of security features, including proactive strategies like encryption and access control for device data, along with ongoing monitoring and auditing services. In addition to this, AWS is leading the charge in fusing artificial intelligence with IoT technology, significantly augmenting device intelligence. Users benefit from the ability to create models in the cloud, which can be deployed to devices, resulting in performance that is twice that of other solutions available in the market. Furthermore, the platform allows users to effortlessly generate digital twins of physical systems, which streamlines management and enhances operational efficiency. The capability to conduct analytics on vast volumes of IoT data without needing a separate analytics infrastructure not only improves functionality but also makes AWS IoT solutions highly attractive. Consequently, managing IoT ecosystems has never been easier or more efficient than it is with AWS's innovative offerings. This comprehensive approach positions AWS as a frontrunner in the IoT landscape, catering to the evolving needs of modern enterprises.

nuPSYS offers specialized infrastructure management software designed for the Internet of Things, emphasizing data centers and networks, and provides both subscription-based and perpetual licensing models. Their innovative visual solution is unique in its ability to streamline and automate infrastructure management, and it is currently being utilized and tested by leading clients and collaborators. The recent pandemic has brought to light the global dependence on robust infrastructure and the growing extent of this reliance. This situation has emphasized the critical need for remote monitoring capabilities across networks, data centers, and IoT devices, thereby enhancing the importance of solutions like those offered by nuPSYS in the current landscape. As businesses navigate these challenges, the demand for effective infrastructure management tools is likely to continue rising.

The IBM Maximo® Application Suite is a comprehensive set of tools aimed at efficiently overseeing and handling assets, as well as facilitating predictive maintenance and reliability strategies. With the Maximo Application Suite, organizations are empowered to fully leverage the potential of their enterprise assets via a cohesive, cloud-centric platform that utilizes AI, IoT, and analytics to boost performance, extend asset longevity, and reduce both operational downtime and costs. Users of IBM Maximo gain access to cutting-edge applications tailored for CMMS, EAM, APM, and RCM, all while benefiting from streamlined installation and management processes, which enhance the overall user experience through the integration of consistent data and workflows. The use of AI and analytical tools fosters effective oversight and upkeep of valuable assets, leading to not only improved performance but also longer operational lifespans and reduced expenses and downtime. By implementing automated asset inspections fueled by real-time data and artificial intelligence, organizations can notably upgrade their inspection methods. This all-encompassing suite equips users to tackle the complexities of asset management in the rapidly evolving landscape of contemporary business. Ultimately, the IBM Maximo Application Suite positions organizations to thrive by ensuring their asset management processes are agile, responsive, and efficient in a competitive market.

Our state-of-the-art live tracking and fleet management system guarantees that all essential metrics are monitored continuously in real-time, covering everything from locations and sensors to schedules, allowing you to maintain full oversight at all times. Understanding that every business has its distinct needs, our flexible solutions are crafted to cater effectively to the specific demands of your fleet. This will provide you with vital insights that enable you to make informed, data-driven choices. With a strong emphasis on safety, our solutions offer heightened protection for drivers, cargo, and vehicles by meticulously tracking driver behavior, vehicle health, and preventing theft. You can conveniently set routes and allocate vehicles and drivers as needed. With real-time visibility into the status of your trips, delays can be significantly minimized. By proactively overseeing maintenance tasks with alerts based on dates, kilometers, or operational hours, you can reduce vehicle downtime. Additionally, you can keep a careful watch on maintenance expenses to avoid any unanticipated costs. This all-encompassing strategy not only optimizes operations but also boosts overall efficiency and productivity, ultimately leading to enhanced customer satisfaction. As you implement these solutions, the positive impact on your fleet's performance will become increasingly evident.

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.

WolkAbout is a comprehensive IoT application platform designed to offer an intuitive interface and essential tools that empower system integrators, service providers, and product developers to swiftly create and launch digital applications. Our skilled team supports clients in integrating systems and developing tailored applications that enhance business value. Renowned for our creativity, deep industry insight, and unparalleled expertise in digital technology, WolkAbout employs over 50 professionals and operates 8 centers globally. We revolutionize value chains across various sectors, including manufacturing and the oil and gas industry, driving efficiency and innovation in every project we undertake.

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.

Cloud IoT Core serves as a robust managed service that streamlines the secure connection, management, and data collection from a diverse range of devices worldwide. By seamlessly integrating with other offerings on the Cloud IoT platform, it delivers a comprehensive method for the real-time gathering, processing, analysis, and visualization of IoT data, significantly boosting operational efficiency. Utilizing Cloud Pub/Sub, Cloud IoT Core amalgamates data from multiple devices into a unified global framework that aligns effortlessly with Google Cloud's data analytics capabilities. This integration enables users to tap into their IoT data streams for advanced analytics, visual representations, and machine learning initiatives, leading to enhancements in workflows, proactive issue resolution, and the creation of strong models that optimize business functions. Moreover, it facilitates secure connections for any scale of devices—ranging from a handful to millions—through protocol endpoints that support automatic load balancing and horizontal scaling, which guarantees effective data ingestion in any circumstance. Consequently, organizations can derive crucial insights and enhance their decision-making processes by leveraging the potential of their IoT data, ultimately paving the way for greater innovation and progress. This transformative approach positions businesses to respond swiftly to market demands and operational challenges.

SensorCloud is a cutting-edge platform designed for the efficient storage, visualization, and remote management of sensor data, leveraging advanced cloud computing technologies to provide remarkable scalability, rapid data visualization, and customizable analytical features. Key functionalities include FastGraph, MathEngine®, LiveConnect, and the OpenData API, all aimed at improving the overall user experience. The platform empowers users to easily create dashboards for data visualization, which can range from simple Timeseries Graph widgets to intricate setups with Radial Gauges, Text Charts, Linear Gauges, FFTs, and Statistics. As SensorCloud supports unlimited data uploads and LORD's sensors function at extremely high sampling rates, the capacity to quickly visualize large datasets becomes essential. Our search for an existing solution capable of handling such significant data volumes did not yield results, prompting us to create a proprietary algorithm specifically designed to address our distinctive challenges in managing extensive sensor data. This commitment to innovation not only enhances the capabilities of SensorCloud but also solidifies its position as a frontrunner in sensor data management, consistently adapting to the evolving needs of users and the industry. By continuously improving its features and functionalities, SensorCloud aims to set new standards in data handling and visualization.

Regardless of your industry, the GroveStreams Data Analytics Platform provides the necessary tools and components to develop solutions tailored to the unique requirements of your customers. For a closer look, visit our Developers page to explore various applications. You can model time-of-use block rates across multiple locations, effectively monitor energy consumption through thousands of meters and sub-meters for billing purposes at the apartment level, and establish alerts for when energy usage exceeds predefined limits, allowing for proactive strategies to reduce consumption. Moreover, you can manage water flow in difficult or isolated locations, such as apartment complexes, to detect potential leaks or excessive flows that might lead to increased costs. In addition, the platform enables you to monitor propane tank levels in rural settings, optimizing delivery routes based on real-time data. The GroveStreams Data Analytics Platform is a cutting-edge cloud-based solution that empowers users and devices with real-time decision-making capabilities as data is continuously integrated from various sources, ultimately driving operational efficiency. This all-encompassing platform not only enhances the decision-making process but also promotes sustainable practices by providing insights into resource usage.

The Skysens IoT platform operates as a multifaceted application layer with middleware specifically constructed for IoT solutions. It efficiently connects with a diverse range of IoT sources, encompassing both IP-based systems and non-IP technologies such as LPWAN, and offers a wide array of features including user administration, alerts, reporting, and rule management. The powerful Skysens middleware can also interact with existing legacy data systems like SCADA, ensuring comprehensive operational functionality. This platform provides specialized application modules for various sectors, including smart industries, smart cities, and smart enterprises, facilitating easy user access. Additionally, it comes equipped with numerous pre-configured applications that cater to requirements like condition monitoring, indoor and outdoor location tracking, and maintenance management. The platform's device ID-based cross-rule functionality allows for the development of intelligent actions derived from predefined rules through the bi-directional connectivity of LPWAN networks. Moreover, it includes an API server that enables connectivity-agnostic integration of LPWAN applications via REST APIs. Users can also enjoy the convenience of the Skysens mobile application, which is available for download on both Android and iOS platforms, making it easy for them to interact with the system from their smartphones. As a result, the Skysens IoT platform effectively supports a wide range of applications, enhancing operational efficiency across various industries.

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.

Our Cloud platform provides organizations with a detailed perspective of their complete infrastructure, delivering crucial data and metrics to the appropriate departments within the company. This solid groundwork is essential for promoting future technological developments, especially in areas like Machine Learning and Artificial Intelligence, all of which are made available through the Kaleidoscope Cloud platform. Moreover, our primary Cloud functionalities incorporate Big Data and Analytics, enabling instantaneous, real-time business intelligence. Utilize our user-friendly dashboards to monitor your infrastructure, and keep your team informed with timely alerts via our automated on-call system, which is powered by data-driven insights. In addition, Kaleidoscope ensures the protection of your entire IoT ecosystem by emphasizing secure communication for all data interactions with the cloud, thereby preserving the integrity and confidentiality of your information. With these advanced features, organizations can effortlessly respond to changing technological requirements while implementing strong security protocols. This approach not only enhances operational efficiency but also fosters innovation across all divisions.

IoTWorX™ combines the cutting-edge IoT software solutions from ICONICS with its well-established HMI/SCADA systems, analytics tools, and cloud-based mobile applications. This innovative platform equips manufacturers and facility managers with crucial IoT functionalities, including asset connectivity, secure communications via the cloud, and integrated real-time visualization options. With the implementation of edge analytics, latency is significantly minimized, while FDD technology is utilized to drive cost efficiencies and improve operational performance. Additionally, users benefit from the adaptability to connect seamlessly with a wide range of automation devices through various supported industry protocols such as OPC UA, BACnet, SNMP, Modbus, web services, and traditional OPC tunneling. This all-encompassing strategy empowers businesses to sustain a competitive advantage in their respective fields. By leveraging these advanced features, organizations can enhance their decision-making processes and ultimately improve their bottom line.

Oracle’s IoT Intelligent Applications Cloud provides improved visibility, actionable insights, and enhanced operational efficiencies by utilizing data from interconnected devices, specifically targeting areas such as smart manufacturing, connected assets, logistics, workplace safety, and customer experiences. By implementing IoT applications, organizations can increase their revenue by optimizing efficiency, enhancing supply chain transparency, and developing new business models. Moreover, the real-time data collected from sensors allows businesses to avert potential downtimes through proactive maintenance of their machinery, vehicles, and other assets. Cost savings can be realized through effective monitoring of vehicle routes and tracking products in transit, ensuring that resources are managed effectively. In addition, the platform assists in maintaining regulatory compliance and quickly diagnosing incident causes by providing immediate insights into workplace conditions, leading to a safer work environment. Embracing these cutting-edge IoT solutions can fundamentally reshape operational approaches and promote enduring growth while also fostering innovation across various sectors. Overall, organizations that invest in such technologies are likely to experience a competitive advantage in their respective industries.

AWS IoT SiteWise is a robust managed service aimed at simplifying the gathering, storage, organization, and monitoring of data from industrial machinery across extensive operations, which empowers businesses to make insightful, data-driven decisions. The platform enables users to monitor multiple locations, swiftly compute vital industrial performance indicators, and create applications that analyze data from machinery, ultimately aiding in the prevention of costly equipment malfunctions and minimizing production delays. By standardizing the data collection process across a variety of devices, it significantly improves remote monitoring capabilities, allows for rapid issue detection, and streamlines operations across different sites with centralized data oversight. In the current landscape, extracting performance metrics from industrial equipment remains a daunting task, as data is frequently trapped within proprietary on-premises storage systems, requiring specific expertise for conversion into a useful format. AWS IoT SiteWise tackles these challenges by implementing software on a gateway installed within your facilities, thus simplifying and enhancing accessibility to data. This groundbreaking strategy not only diminishes the complexities associated with data management but also equips companies to harness their industrial data in a more impactful manner. Ultimately, the service fosters a more agile and responsive operational environment, enabling businesses to adapt swiftly to changes in performance metrics.

The Predix Platform is integral to industrial operations, providing a scalable and asset-centric data infrastructure that serves as a secure application environment for deploying, scaling, and improving digital industrial solutions. It offers crucial shared functionalities essential for industrial applications, such as asset connectivity, edge technology, analytics, machine learning, and big data processing, along with the ability to create asset-focused digital twins. Designed as a distributed application platform, the Predix Platform is expertly optimized to handle and analyze large data volumes with minimal latency, facilitating seamless integration. Moreover, Predix Essentials acts as a comprehensive tool specifically designed for industrial monitoring and event management. This solution leverages the capabilities of the Predix Platform by integrating asset connectivity and edge-to-cloud data processing, paired with a powerful user console that is ready for immediate use—thus negating the necessity for any development work. As a result, organizations utilizing Predix Essentials can swiftly attain improved operational efficiency and deeper insights into their processes, ultimately driving better decision-making and productivity. Furthermore, the platform's ability to adapt to various industrial needs makes it a versatile choice for companies aiming to innovate and optimize their operations.

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.