List of the Top IoT Analytics Software in 2025 - Page 2

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.

The Waylay platform serves as a versatile IoT solution that provides advanced OEM technology for backend development and operational tasks, enabling swift deployment of IoT solutions on a grand scale. It boasts advanced rule logic modeling and execution capabilities, along with thorough lifecycle management features. This platform can automate a wide range of data workflows, no matter how intricate they may be. Specifically designed to manage the varied data patterns prevalent in IoT, OT, and IT, Waylay integrates both streaming and time series analytics into a cohesive intelligence environment. By equipping non-developer teams with intuitive, self-service applications centered around key performance indicators, it effectively reduces the time required to bring IoT products to market. Users can pinpoint the most suitable automation tools for their unique IoT needs and assess them against predefined benchmarks. Moreover, the process of developing IoT applications markedly differs from traditional IT development, as it requires the integration of the physical aspects of Operations Technology—like sensors and actuators—with the digital framework of Information Technology, which includes databases and software systems. This convergence of physical and digital realms emphasizes the distinct challenges and opportunities that arise in the realm of IoT application development. As a result, organizations can leverage these insights to create more effective and responsive IoT solutions.

Explore an intuitive Industry 4.0 solution specifically designed for your manufacturing enterprise. We enable manufacturers to enhance both the productivity and reliability of their production assets through the Internet of Things (IoT) for data collection, paired with our proprietary AI for predictive insights, all supported by a holistic platform that provides actionable information. By effectively merging data from diverse sources, we improve maintenance operations using predictive AI, which in turn prolongs the life and performance of machinery. Our approach, driven by data, promotes continuous enhancement through the use of IoT sensors for condition monitoring, a cloud-based data integration system, and advanced predictive analytics algorithms that lead to prescriptive analytics for actionable results. Our software, informed by customer experiences and ongoing technology R&D, delivers tangible advantages, demonstrating how these advancements can significantly elevate your manufacturing processes. Moreover, embracing our innovative solutions positions your business to thrive in a more intelligent manufacturing landscape. This journey towards a more efficient future is not just about technology; it’s about transforming how you operate and compete in the market.

In numerous IoT applications, the cloud often functions solely as the endpoint for data accumulation. Conversely, SkkyHub™ revolutionizes this concept by transforming the cloud into an agile channel that enables instantaneous data streaming from any site to any chosen destination. This groundbreaking platform fosters effortless integration between operational technology (OT) and information technology (IT), promotes machine-to-machine (M2M) communication, and creates connections among distant locations, all while achieving incredibly low network latency in microseconds. Whether you seek to oversee data from your devices or facilities or require the transmission of commands, updates, and configurations back to your system, SkkyHub™ accommodates both needs with ease. The DataHub gateway, along with endpoints featuring ETK, employs the DHTP protocol to ensure a data-only connection, negating the need for VPNs and preserving the integrity of your OT and IT networks. By leveraging outbound DHTP connections, all incoming firewall ports remain secure and closed, effectively minimizing any potential vulnerabilities in your environment, devices, or workplace. Capable of streaming up to 100,000 data points in real time, this system allows you to attain a thorough understanding of your operations. Furthermore, with three unique service tiers—Basic, Standard, and Professional—you can choose a service plan that aligns with your specific needs and budget, thereby enhancing the adaptability and scalability of your IoT solutions. This strategy not only empowers organizations to fully utilize their data but also guarantees high levels of security and operational efficiency while accommodating future growth. As your requirements evolve, SkkyHub™ continues to offer the flexibility necessary to adapt to changing demands seamlessly.

Leverage insights from the Internet of Things (IoT) to optimize and revolutionize business operations for substantial advancements. The SAP Internet of Things solution is equipped with features specifically designed for a variety of industrial IoT applications. Serving as the IoT element of SAP’s Business Technology Platform, it empowers companies to rethink their operational processes and business models by seamlessly incorporating IoT services and data. This solution includes an extensive reference architecture that offers business services and critical functionalities to address vital industrial IoT challenges across diverse sectors, including manufacturing, logistics, asset management, supply chain, product tracking, and service management. Additionally, it provides a cloud service aimed at the development of IoT applications while ensuring compatibility with existing business software. It further integrates robust Big Data capabilities that manage IoT data, enriching it with pertinent business context, rules, and a method for event-driven integration. Moreover, the solution features analytical services that are directly linked to SAP Analytics Cloud, enabling organizations to effectively make data-driven decisions. This comprehensive strategy not only facilitates the unlocking of IoT technology's full potential but also supports continuous innovation in business practices. By embracing this approach, organizations can stay ahead in an increasingly competitive landscape and maximize their operational efficiency.

Introducing IXON Cloud: the industrial IoT platform that evolves alongside your needs. IXON Cloud serves as a comprehensive IoT solution, seamlessly linking your machines, workforce, and services for enhanced collaboration. By connecting your equipment to IXON Cloud, you can immediately take advantage of optimized remote support through Remote Access Cloud. Additionally, you can pursue your service goals and boost your revenue streams with data-driven business models offered by Service Lifecycle Cloud. This solution is not only scalable but also designed for easy integration with third-party applications, allowing for a tailored experience that fits your specific requirements. With IXON's Remote Access Cloud, troubleshooting becomes efficient, secure, and quick, no matter your location. Enjoy a user-friendly Plug & Play setup, an intuitive interface, and a dependable connection. Furthermore, IXON's Service Lifecycle Cloud provides you with a no-code data studio and an open architecture, enabling you to create your own portal with a rapid time-to-market and minimal upkeep, ensuring that your business remains agile and competitive in a dynamic landscape. Embrace the future of industrial connectivity with IXON Cloud and unlock new possibilities for growth and innovation.

A fully managed cloud solution designed for seamless device registration, connectivity, control, rapid visualization, and data storage. By incorporating chip, application, and cloud technologies, users can maximize the capabilities of Watson's cognitive APIs, benefit from feature-rich dashboards, access extensive developer tools, and enjoy robust security measures to improve insights within the enterprise IoT landscape. This service delivers predictive, real-time, and edge analytics for user, machine, and environmental data, leveraging machine learning and cognitive APIs to enhance its effectiveness. It also provides governance across applications and devices in the IoT ecosystem, tracking usage and performance patterns, identifying anomalies, and ensuring the integrity of data and transactions. The platform interconnects IoT devices, networks, and gateways through a growing ecosystem that utilizes open standards for communication, including MQTT and HTTPS. Additionally, it enables users to identify, aggregate, and transform data from diverse IoT sources into organized asset-centric information. Users can tap into their IoT data to uncover insights regarding present conditions and trends, analyze unstructured information from videos and images, and derive meaningful insights from unstructured text data. By leveraging these capabilities, organizations are empowered to make well-informed decisions grounded in thorough data analysis and visualization, ultimately fostering a data-driven culture. This comprehensive approach ensures that businesses can continuously adapt and innovate in an ever-evolving technological landscape.

Boost the accessibility and effectiveness of your HMI/SCADA platform by tapping into the potential of the Internet of Things (IoT). The IoT envisions a world as a dynamic and interconnected ecosystem that seeks to link diverse assets, or "things," within a holistic software framework that forms a smart grid. These "things" are equipped with capabilities for actuation, control, automation, and self-sufficient operation. By incorporating these devices, vast amounts of data are generated, presenting users with unprecedented insights and opportunities. With ICONICS’ SCADA system integrated with IoT, this wealth of information is transformed into actionable intelligence for operators. The ICONICS IoT solution connects your buildings, facilities, and equipment using secure TLS encryption and Microsoft Azure, allowing for cloud data access from virtually any location. By employing a pub/sub architecture, it enables real-time visualization of key performance indicator (KPI) data directly at the edge. Furthermore, we ensure a reliable and secure connection to the cloud through bi-directional AMQP, specifically tailored for Microsoft Azure, which promotes smooth data transfer and operational effectiveness. This integration not only enhances system performance but also empowers users to make well-informed decisions based on continuous data analysis. Ultimately, leveraging this technology can significantly improve operational workflow and strategic planning for organizations of all sizes.

Seamlessly connect your devices to the Ubidots cloud with a comprehensive selection of over 200 libraries, SDKs, and tutorials designed to aid integration via protocols like HTTP, MQTT, TCP, and UDP, as well as offering support for both custom and industrial protocols. Whether you are integrating just one device or scaling up to a thousand, Ubidots ensures that the onboarding process remains straightforward, thanks to its device types that help simplify your experience. Each time new hardware is detected, the platform replicates the steps of adding a new device in Ubidots, automatically setting up its variables, properties, and visual displays. Furthermore, you can choose to create your own API, enabling the parsing of data into a Node.js cloud GET or POST HTTP function, which broadens your integration options beyond the standard capabilities of Ubidots. This adaptability fosters a more tailored approach to managing device connectivity and data, making it easier to meet specific project requirements. With these features, Ubidots not only streamlines the integration process but also empowers users to create unique solutions tailored to their needs.

Establishing a dedicated team to develop and maintain a connected solution from scratch can take years and require a significant financial investment. In contrast, Exosite provides ready-to-use solutions for condition monitoring, smart home systems, and OEM-connected products, enabling immediate deployment on the Murano platform and facilitating instant value generation. Exosite's Murano, along with its pre-assembled solutions, is generally available as a multi-tenant hosted service, managed and supported by the Exosite Dev-Ops team to ensure peak performance. Organizations that prefer to retain their software and data within their own infrastructure can also opt for single-tenant and on-premise hosting solutions. This range of options allows businesses to confidently oversee an expanding collection of connected devices, users, analytics, and data storage requirements. By leveraging Exosite’s Murano platform, you can skillfully address the challenges of scaling your infrastructure while focusing on improving your business processes and strategic initiatives. Ultimately, this enables organizations to remain agile in a rapidly evolving digital landscape and better meet the demands of their customers.

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.

Uncover a groundbreaking method for maximizing the capabilities of smart business solutions. This no-code enterprise platform has devised a successful strategy for boosting profitability. Start with small-scale projects and quickly scale them across a variety of devices, protocols, and systems, accommodating all sectors of industry. Benefit from the power of rapid prototyping and virtual device functionalities, which allow you to actualize your ideas within hours and present them to potential clients before finalizing any investments. Observe swift returns on modest projects while smoothly progressing to larger initiatives. Oversee and manage all your clients and their varied systems through a single, cohesive interface. Leveraging five key technologies, Axonize is designed specifically to transform spaces such as buildings, offices, and retail areas into smart ecosystems. We provide our clients with a robust no-code solution, facilitating the management of both legacy and contemporary software, devices, and sensors, which enables the quick launch of secure projects. Moreover, our platform features readily available applications and orchestration layers to boost overall functionality. This ultimately equips businesses to enhance their operational efficiency and adapt to evolving market demands. Embrace the future of business management with the confidence that comes from an integrated, intelligent approach.

Create and execute event-driven API integration strategies that facilitate numerous connections between a variety of SaaS, ERP, CRM, and external applications. By establishing links between your enterprise systems and those of your collaborators, you can significantly boost operational efficiency. Capitalize on high-quality integration solutions available at competitive rates. Embrace the sophisticated features of contemporary technologies like containers and microservices, all accessible through an intuitive no-code, drag-and-drop interface. Tackle common business challenges such as Hire2Retire, Quote to Cash, Service Fulfillment, and Data lake development with ready-made solutions that streamline processes and reduce workload. Furthermore, design custom and complex business workflows that engage multiple enterprise applications, enabling you to achieve a strategic advantage and enhance overall organizational performance. This methodology not only simplifies the integration process but also equips teams with the tools necessary to innovate and adapt quickly to evolving market needs. Ultimately, this comprehensive approach fosters a more agile business environment, empowering organizations to stay ahead in a competitive 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.

Create engaging, real-time dashboards and visualizations in mere minutes using an intuitive drag-and-drop interface. You can begin at no cost, and when the time comes to scale, you can select a plan that fits the needs of both you and your organization. Beneath its attractive design lies a powerful, secure, and high-performance cloud system designed for enterprise use. Delve into our Github repository to engage with a vibrant community of open-source developers who are continually working on enhancing the features and capabilities of Freeboard. Tailor your layouts to meet specific needs by modifying widget and background colors, adding logos, and aligning with your branding to truly reflect your identity. Each Freeboard is assigned a unique URL, allowing for effortless sharing through email, SMS, or social media platforms. Moreover, you can easily duplicate any Freeboard to serve as a starting point for a new project, provided you have the necessary permissions. You can keep your Freeboards publicly accessible at no cost, or choose from one of our budget-friendly plans to maintain their privacy. The versatility and functionality of Freeboard position it as a superb option for users eager to craft individualized visual experiences, ensuring that your data presentation is both effective and visually appealing. Additionally, the platform's collaborative features encourage teamwork, making it easier than ever to work together on projects with colleagues.

Implementing a microservices architecture for IoT with Kubernetes provides unmatched scalability and flexibility in resource management, ensuring high performance and durability against potential failures. By establishing a Kafka channel, you can efficiently streamline data flow from IoT devices to any analytics platform, allowing for real-time adjustments to device behavior based on processed insights. The team behind this innovative platform boasts over 25 years of experience in the realms of IoT, telecommunications, and big data, which they leverage to create an outstanding IoT solution that caters to both large corporations and budding startups alike. Your data is safeguarded with encryption mechanisms during both transmission and storage, ensuring privacy and security at all times. Furthermore, the platform incorporates robust user authentication and authorization capabilities through an open OAuth2 / UMA interface, enhancing overall security. Connecting and managing IoT devices is made simple with a user-friendly cloud-based graphical interface or a RESTful API, offering flexibility based on your preferences. You can collect and visualize telemetry data via the platform's integrated dashboard or utilize third-party tools like Grafana for a more detailed analysis and presentation of insights. This all-encompassing IoT platform guarantees that you possess the essential resources to adeptly manage your data and devices, empowering you to maximize your operational efficiency. Ultimately, this solution stands out not only for its comprehensive features but also for its adaptability to the evolving needs of the IoT landscape.

Leverage an all-encompassing, AI-driven approach to effectively access, organize, select, and transform data derived from the Internet of Things. SAS Analytics for IoT encompasses the full analytics life cycle linked to IoT, featuring a seamless and flexible ETL process, a data model prioritizing sensor data, and a sophisticated analytics framework enhanced by an elite streaming execution engine that enables intricate multi-phase analytics. Built on SAS® Viya®, this solution functions adeptly within a rapid, in-memory distributed environment. Learn how to develop SAS Event Stream Processing applications that can manage high-volume and high-velocity data streams, providing instantaneous responses while retaining only crucial data elements. This course covers the fundamental concepts of event stream processing, explaining the various component objects that can be employed to create efficient event stream processing applications. Our dedication to curiosity fuels innovation, as SAS analytics solutions transform raw data into actionable insights, empowering clients worldwide to embark on ambitious new projects that promote growth. By embracing the future of data analytics with SAS, organizations can unlock a realm of endless possibilities and drive transformative change. Through this journey, businesses will not only enhance their operations but also gain a competitive edge in their respective industries.

Harness the power of Edge computing to transform large datasets into actionable insights that are easy to manage. Collect sensor data from all your machinery and create connections to various devices such as sensors, PLCs, DCS, MES, or historians. Adopt condition monitoring for assets situated in remote locations, effectively adhering to Industry 4.0 standards to ensure optimal data collection and integration. Combine real-time streaming data with enterprise-level information for smooth data transitions, utilizing either your preferred Cloud Provider or an in-house data center for storage needs. Take advantage of Crosser Edge's MLOps features to implement, manage, and deploy your tailored machine learning models, while the Crosser Edge Node accommodates any machine learning framework. You can access a centralized repository for your trained models hosted in Crosser Cloud, and simplify your data pipeline with an intuitive drag-and-drop interface. Easily deploy your machine learning models across multiple Edge Nodes in a single action, enabling self-service innovation through Crosser Flow Studio. Benefit from an extensive collection of pre-existing modules that enhance collaboration among teams in different locations, significantly decreasing dependency on specific team members and boosting overall organizational productivity. By leveraging these advanced capabilities, your operational workflow will not only enhance collaboration but also drive innovation to unprecedented levels, paving the way for future advancements.