Best IoT Analytics Software for Cloud
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Compare the Top IoT Analytics Software for Cloud as of October 2025
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What is IoT Analytics Software for Cloud?
IoT analytics software enables organizations to view, monitor, and analyze data collected from IoT devices and machines. IoT analytics software allow companies to understand what's happening with their IoT infrastructure by collecting IoT sensor data. Compare and read user reviews of the best IoT Analytics software for Cloud currently available using the table below. This list is updated regularly.
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1
dataPARC Historian
dataPARC
Get better performance from your time-series data with the dataPARC Historian, an enterprise-grade solution designed to elevate industrial data operations to new heights. The dataPARC Historian simplifies complex data sharing, ensuring seamless collaboration across departments with enhanced security and performance. Its compatibility with external AI, ML, and cloud applications via an open architecture increases adaptability and strategic insights. Experience rapid data access, enriched manufacturing intelligence, and a platform that grows with your business needs. dataPARC historian is the smart choice for enterprises aiming for the forefront of operational excellence. The dataPARC historian is more than a data historian; it's a gateway to unlocking greater flexibility and efficiency in leveraging your time-series data. It's crafted for those who demand reliability, speed, and intuitive use, making every data interaction impactful. -
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AWS IoT
Amazon
There are billions of devices in homes, factories, oil wells, hospitals, cars, and thousands of other places. With the proliferation of devices, you increasingly need solutions to connect them, and collect, store, and analyze device data. AWS has broad and deep IoT services, from the edge to the cloud. AWS IoT is the only cloud vendor to bring together data management and rich analytics in easy-to-use services designed for noisy IoT data. AWS IoT offers services for all layers of security, including preventive security mechanisms, like encryption and access control to device data, and service to continuously monitor and audit configurations. AWS brings AI and IoT together to make devices more intelligent. You can create models in the cloud and deploy them to devices where they run 2x faster compared to other offerings. Optimize operations by easily creating digital twins of real-world systems. Run analytics on volumes of IoT data easily—without building an analytics platform. -
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FourJaw
FourJaw
Award-winning manufacturing analytics technology that enables factories to achieve manufacturing excellence. FourJaw machine monitoring software is specifically designed for manufacturers looking to do more with less and find new efficiencies in their production process without wasting time or money on new equipment. Get visibility of key production metrics, such as OEE or utilization to drive productivity improvements. Use accurate data to understand how well your machines are being utilized to make informed decisions to gain capacity. Gains in productivity & capacity enable you to manufacture more products with the same resources, helping to grow profitability. See how energy usage translates to costs and carbon footprint to motivate change. Track energy usage by machine, cell, production line or factory, in real-time and over time. FourJaw machine monitoring software enables manufacturers to unlock productivity by allowing them to drive continuous improvement.Starting Price: $41.06 per month -
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Qrvey
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. Qrvey is the partner of choice for SaaS leaders bringing AI-driven insight to their customers. 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 -
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ShiftWorx
FreePoint Technologies Inc.
FreePoint Technologies' 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. 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. 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!Starting Price: $125 -
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Skysens IoT Platform
Skysens
Skysens IoT platform is an application layer with middleware specialized for IoT applications. The platform can work with multiple IoT sources either IP-based or non-IP based such as LPWAN with multiple features such as user management, alarming, reporting, rule management, and many more. With Skysens middleware, the platform can work with existing legacy data sources such as SCADA will full functionality. It has different application modules for smart industry, smart cities, and smart businesses for easy use. Different pre-configured applications such as condition monitoring, indoor and outdoor location tracking, maintenance monitoring, and many more. Device ID-based cross rule function in order to create smart actions depending on the rules with help of bi-directional connectivity of LPWAN networks. API server for connectivity agnostic LPWAN-based application integration with REST APIs. Skysens Mobile app is ready for use on Android and iOS.Starting Price: Free -
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IoTWorX
Iconics
IoTWorX™ combines ICONICS’ cutting-edge IoT software technology with its proven HMI/SCADA, analytics, and mobile solutions running in the cloud. ICONICS offers manufacturers and facility managers several key IoT technologies, including connectivity to assets, secure cloud communications, and built-in real-time visualization. Analytics at the edge result in minimized latency while leveraging FDD technology to significantly reduce costs and improve operational efficiency. Users can connect to virtually any automation equipment through supported industry protocols such as OPC UA, BACnet, SNMP, Modbus, web services, and classic OPC tunneling. -
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Waylay
Waylay
Modular IoT platform providing best-of-breed OEM technology for back-end development and operations, enabling accelerated IoT solution delivery at scale. Advanced rule logic modeling, execution and lifecycle management. Automate any data workflow, from the simple to the complex. The Waylay platform is built from the ground up to natively cope with the multiple data patterns of IoT, OT and IT. Leverage streaming and time series analytics within the same collaborative intelligence platform. Accelerate the time to market of your IoT solutions by easily delivering self-service and KPI-centric apps to non-developer teams. Find out what automation tools are best suited to your IoT use case, then test them against the benchmark. IoT application development is fundamentally different from “normal” IT development. It requires bridging the physical world of Operations Technology (OT) with sensors, actuators and gateways to the digital world of Information Technology (IT) with databases. -
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SkkyHub
Skkynet
For most IoT services, the cloud is an end point. With SkkyHub™, the cloud becomes a way to stream your data from wherever you have it to wherever you need it. Connect OT to IT, do M2M, or link remote locations, all streaming in real time—just microseconds over network latencies. Stream data from your devices or plants for monitoring, or stream commands, updates and configuration back to your system, or both. The DataHub gateway and ETK-enabled endpoints use the DHTP protocol to ensure a data-only connection. No VPNs means that your OT and IT networks remain untouched. Outbound connections via DHTP keep all in-bound firewall ports closed. There are no exposed attack surfaces at your facility, device, or office. Get the full picture by streaming up to 100,000 data points in real time. Three service types, Basic, Standard, and Professional, let you choose the level of service you want at a price that fits your budget.Starting Price: $99.95 per month -
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Leverage IoT-enriched business insights to embed in and extend business processes for transformative outcomes. The SAP Internet of Things solution offers capabilities to address industrial IoT use cases. As the IoT layer of SAP’s Business Technology Platform, it enables users to reimagine business processes and models with embedded IoT services and data. The SAP Internet of Things (SAP IoT) solution has a reference architecture that offers business services and specific capabilities to address critical industrial IoT use cases across manufacturing, supply chain, logistics, assets, products, service management, and more. Cloud service for building IoT applications and integration to business applications. Big Data that's built-in and managed. IoT data enriched with business context, rules, and event-driven integration framework. Analytical services with live integration to SAP Analytics Cloud.
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IXON Cloud
IXON Cloud
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. -
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A fully managed, cloud-hosted service with capabilities for device registration, connectivity, control, rapid visualization and data storage. From chip to app to cloud, take full advantage of cognitive Watson APIs, visual dashboards, rich developer resources and industry-leading security to accelerate enterprise IoT insight. Predictive real-time and edge analysis of user, machine and environmental data that leverages machine learning and cognitive APIs. Govern applications and devices within an IoT ecosystem: usage and performance patterns, anomaly detection, data and transaction validation. Connect IoT devices, networks and gateways through a growing ecosystem that uses open standards-based communications like MQTT and HTTPS. Identify, aggregate and transform data from your IoT sources into asset-based data structures. Use your IoT data to understand current conditions and trends, comprehend unstructured data from videos and images, and extract unstructured textual data for insights.
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ICONICS IoT
ICONICS
Make your HMI/SCADA platform more accessible and efficient with the power of IoT. The Internet of Things (IoT) sees the world in a smart, interconnected way. Its vision is to connect assets, or “things”, to a larger IoT software system, or network of systems that make up a smart grid. These “things” retain the capability of actuation, control, automation and autonomous operation. The unification of devices results in vast amounts of data being collected, which empowers users with more opportunities than ever. ICONICS’ SCADA with IoT collects this data and provides the operator with a new layer of actionable intelligence. ICONICS IoT connects your buildings, facilities, and equipment through secure TLS encryption and Microsoft Azure. Your data in the cloud can be accessed from anywhere through pub/sub architecture for real-time visualization of KPI data at the edge. We deliver an efficient, secure connection to the cloud through bi-directional AMQP for Microsoft Azure. -
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AWS IoT Analytics
Amazon Web Services
IoT data is highly unstructured which makes it difficult to analyze with traditional analytics and business intelligence tools that are designed to process structured data. IoT data comes from devices that often record fairly noisy processes (such as temperature, motion, or sound). The data from these devices can frequently have significant gaps, corrupted messages, and false readings that must be cleaned up before analysis can occur. Also, IoT data is often only meaningful in the context of additional, third party data inputs. For example, to help farmers determine when to water their crops, vineyard irrigation systems often enrich moisture sensor data with rainfall data from the vineyard, allowing for more efficient water usage while maximizing harvest yield. AWS IoT Analytics automates each of the difficult steps that are required to analyze data from IoT devices. AWS IoT Analytics is a fully managed and pay-as-you-go service that scales automatically.Starting Price: $3.43 per month -
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Azure Percept
Microsoft
Azure Percept is a comprehensive, easy-to-use platform with added security for creating edge AI solutions. Start your proof of concept in minutes with hardware accelerators built to integrate seamlessly with Azure AI and Azure IoT services. Azure Percept works out of the box with Azure Cognitive Services, Azure Machine Learning, and other Azure services to deliver vision and audio insights in real-time. End-to-end edge AI platform including hardware accelerators integrated with Azure AI and IoT services. Pre-built AI models and solution management to help you start your proof of concept in minutes. Security measures built in to your edge AI solution to help protect your most sensitive and high-value assets. Start with a library of prebuilt AI models for vision capabilities including object detection, shelf analytics, vehicle analytics, and audio capabilities like voice control and anomaly detection. Customize AI model training with no code and deploy locally or in the cloud. -
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Fogwing IIoT Platform
Factana Computing
Fogwing is the next generation Industrial IoT platform engineered with features to build IoT Solutions for various industrial use cases; from industrial equipment monitoring, asset tracking, equipment condition monitoring to predictive maintenance. Users can build and deploy IoT based automation solutions without deep information technology expertise. The extended data analytics provides data driven analytical processes to predict operational risks and actions at lower TCO!Starting Price: $12 -
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SAS Analytics for IoT
SAS Institute
Access, organize, select and transform IoT data with this complete, AI-embedded solution. SAS Analytics for IoT covers the entire Internet of Things analytics life cycle, providing streamlined, extensible ETL, a sensor-focused data model, advanced analytics, and an industry-leading streaming execution engine to perform multi-phase analytics. SAS Analytics for IoT is built on SAS® Viya® and runs in a fast, in-memory distributed environment. Learn how to build SAS Event Stream Processing applications that ingest high-volume and high-velocity data streams, respond in real time, and store only relevant data elements. This course covers basic concepts of event stream processing, including what component objects are available to build event stream processing applications. Curiosity is our code. SAS analytics solutions transform data into intelligence, inspiring customers around the world to make bold new discoveries that drive progress. -
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KORE One
KORE Wireless
A single IoT enablement platform can give you the right technology, tools, and services you need to rapidly create sophisticated, future-proof IoT solutions. The KORE One platform lets you pick and choose the perfect combination of auto-elastic engines, services, and APIs for today’s needs. You’ll also be able to add cutting-edge features and functions over time without risking technology obsolescence or inadequate scalability with constant updates. The KORE One architecture takes care of updating the engines with the best-in-class technologies to support the platform. To achieve the right mix of technologies for the next generation of IoT deployments that are independent of vendors, carriers, and device types, you need an IoT enablement platform built on a micro-services architecture. -
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Zebra Savanna
Zebra Technologies
The Zebra Savanna cloud data platform delivers actionable workflow insights, powering next-gen applications by aggregating and analyzing real-time edge data and creating systems of reality that deliver best-action guidance to workers in real-time. Zebra Savanna seamlessly connects your existing hardware, software and data ecosystems fueling business digitization and automation. Additionally, you can leverage Zebra Savanna's public, unified APIs and developer tools to build secure, scalable digital services with ease and speed. Using a value-added API layer on Zebra Savanna, Zebra Data Services provides partners and developers the ability to innovate, design and quickly deploy applications helping your customers transform their businesses, creating an ecosystem extending far beyond Zebra. Zebra Savanna serves as the foundation of a new series of enterprise applications and solutions from Zebra that will digitally transform the way companies drive performance. -
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Reekoh
Reekoh
Make your asset, operational and business data interoperable using one platform. We empower enterprises across all industry segments with capabilities to reduce complexity, remove barriers and accelerate time-to-value in their integrated solutions, uniquely bringing together Physical (IoT/IIoT/OT) and Application (IT) data. Securely manage OT, IoT, IIoT and business app data ingestion from across disparate and fragmented systems, protocols, networks and data formats. Enrich contextual data, manage metadata, perform transformation and utilsie data mapping to work with common data models and schemas. Integrate data to various endpoints for application and process logic, storage and data analysis, as well as physical and digital automation. Reekoh Accelerate™ is a hybrid integration platform that powerfully treats data from physical and digital assets as first class citizens. It provides a secure and agile toolset for device and data management, business workflow and automation. -
21
GO+
GO+
GO+ offers development tools for companies service-providers. The platform allows to develop additional services to its business customers. Through algorithms developed by our decision to support a load with a huge number of devices at the same time. The platform will allow the service-provider does not think about the problem of creating new services for their customers. The core of the platform is an analytical decision-making engine. Granular Computing based analytical engine provides data processing and analysis with complex event processing. We use cloud-based technologies that is designed to endure business logic from real devices directly to the cloud. Scalability allows us to provide solutions in lower cost. Platform scripting engine provide developers with full-stack of dev tools to develop a highly customized IoT services regardless of industry application. The cloud-based IoT platform GO+ is built using the most advanced technology of cloud computing. -
22
Hitachi Visualization Suite
Hitachi Vantara
Unite video, IoT data and analytics for alerts, insights, and tools that help you take smarter actions to improve safety and operations. Unify video, IoT and social media data, and analytics on a single pane of glass. Visualize and analyze unlimited layers of data from unlimited sources. Expand across departments or multiple organizations with user-specific layers. Build on your investment by adding new layers over time and extending your capabilities. Gain geospatial intelligence, statistical insights and predictive analytics for proactive action. Automate workflows to enhance responses and collaborate with mobile apps from anywhere. Gain visibility into smart spaces and the IoT data that empowers the decisions that make them possible, all in one place. Visualize and overlay data on maps, from facility to citywide, wherever your data describes. Combine multiple systems to gain alerts from a single source, shifting from reactive to proactive. -
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Flonomics
Flonomics
Apply Flonomics data analytics to better understand your brick & mortar location. Our 98% accurate IoT people counting technology analyses traffic flow, visitor occupancy, entry point monitoring and much more to help you turn insights into actions. It's important to utilize our information tool to better understand what's happening inside your organization. It’s time to level the playing field. We’ve taken metrics previously reserved for online retailers and unleashed them for the offline world. We’ve built a dashboard that quickly shows you the information you need, on any device. 100% web-based, secure and accessible anywhere 24/7. Our 98% verifiably accurate shopper counting system gives retailers the confidence to turn data into action. Accurate, reliable & easily installed, our sensors gather the data you need to know exactly how each of your stores are performing. -
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Cisco Kinetic
Cisco
Get business value from your IoT data and meet challenges in IoT environments where devices and applications are highly distributed. Count on the Cisco Kinetic to help securely connect your devices. Add compute power anywhere in the network, from edge to cloud. And selectively move data to applications to drive better business outcomes. Cisco Kinetic includes two modules that work together to help you securely connect devices, and then extract, compute and move your IoT data. Compute data in distributed nodes. Make critical decisions near the point of action, and make the most efficient use of network resources. Move the right data from diverse connected devices to the right cloud-based applications, at the right time, according to policy set by the data owner. Improve business outcomes with our end-to-end IoT portfolio. Securely connect assets, applications, and data in real-time to apply transformative business changes in both carpeted and non-carpeted spaces. -
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Eclipse Streamsheets
Cedalo
Build professional applications to automate workflows, continuously monitor operations, and control processes in real-time. Your solutions run 24/7 on servers in the cloud and on the edge. Thanks to the spreadsheet user interface, you do not have to be a software developer. Instead of writing program code, you drag-and-drop data, fill cells with formulas, and design charts in a way you already know. Find all necessary protocols on board that you need to connect to sensors, and machines like MQTT, REST, and OPC UA. Streamsheets is native to stream data processing like MQTT and kafka. Pick up a topic stream, transform it and blast it back out into the endless streaming world. REST opens you the world, Streamsheets let you connect to any web service or let them connect to you. Streamsheets run in the cloud, on your servers, but also on edge devices like a Raspberry Pi. -
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Ardexa
Ardexa
Be better informed, make decisions faster and see the impact in real-time. Some call it industry 4.0, some call it Industrial IoT and some call it Device Management. Irrespective of name, Ardexa helps you make these connections securely. There is nothing more important than to monitor how products and operations are performing in real time. Ardexa’s open IoT platform extracts the data that you need to analyze performance, predict failures and remotely control these dispersed assets. The pre-packaged solution enables you to deploy devices securely without needing to be a security specialist. Ardexa uses digital certificates to identify and authenticate each and every agent. All communications with the cloud are encrypted and authenticated, so your devices, along with your data, are protected. Devices can be connected faster than ever before with our agent, pre-compiled and dependency free. -
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AT&T IoT
AT&T Business
Why shop around when you can get down to the business of accelerating your growth. AT&T Marketplace makes tracking and managing your assets easy. With instant access to powerful IoT hardware, software and solutions you can gain visibility, maximize efficiencies, improve response times and optimize asset movements. And because everything is in one place, all you have to do is click, cart and connect to build, deploy and scale game-changing data-driven concepts. AT&T IoT makes it easy to build, deploy and scale IoT solutions. -
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Aspen IoT Analytics Suite
Aspen Technology
AspenTech is a leading provider of enterprise asset performance management, asset performance monitoring, and asset optimization solutions. AspenTech’s suite of asset management software helps organizations to streamline engineering and maintenance processes, leading to reduce downtime and increase operational efficiency. Addresses analytics needs of everyone without technical or coding skill. Empower citizen data scientists with advanced analytics libraries. Share high value insights seamlessly between individuals and organizations. -
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TCS Intelligent Urban Exchange
Tata Consultancy Services
As urbanization continues at an unprecedented rate, planners and administrators are find it increasingly difficult to provide intelligent, safe, and sustainable cities and work environments to the occupants. The challenge before them is to achieve more viable and modernized urban living conditions and workplaces with limited resources. For this, city leaders need to leverage data from multiple Smart City 1.0 sources to provide services that promote sustainable living and economic development. Designed to accelerate the implementation of smart IoT initiatives in a cost-effective manner, the TCS Intelligent Urban Exchange™ (IUX) IoT Analytics for Smart Cities and Businesses is a modular, insight-centric platform that provides smart software solutions to address the challenges of a modern-day city. This cloud platform leverages data from multiple domains, systems, and IoT devices and runs advanced analytics that support real-time decision-making. -
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Tuya
Tuya Smart
Define new standards for the smart hotel industry, provide one-stop software and hardware interconnection services, and empower customers to realize their own brand hotels and pan-business scenarios solutions quickly. Tuya's MCU low-code connection service is mainly used to create smart products with MCU master control. Tuya provides network modules that have been connected to Tuya Cloud, so that you only need to focus on product function R&D, and can develop smart products quickly and efficiently with Tuya's MCU SDK. No need to design, test, and calibrate complex radio frequency circuits. Tuya network modules and MCU SDKs facilitate the modular development to shorten the development cycle and get your product into mass production much faster. No need to replace the master control chip. Just integrate Tuya's cost-effective module on the existing hardware to create a smart product.