# Best IoT Analytics Platforms - Page 8 ## How Many IoT Analytics Platforms Products Does G2 Track? **Total Products under this Category:** 137 ### Category Stats (Aug 2026) - **Average Rating:** 4.41/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product:** ThingsBoard (+1.88%) - Among all products in this category, ThingsBoard recorded the largest rating increase compared to last month _Last updated: August 07, 2026_ ## How Does G2 Rank IoT Analytics Platforms Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 2,400+ Authentic Reviews - 137+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. ## G2 Grid® for IoT Analytics Platforms ![G2 Grid® for IoT Analytics Platforms plotting products by satisfaction and market presence](https://www.g2.com/categories/iot-analytics-platforms/grids.png?focus%5B%5D=100304&focus%5B%5D=1468175&focus%5B%5D=87705&focus%5B%5D=1195159&focus%5B%5D=169514&focus%5B%5D=40553&focus%5B%5D=52128&focus%5B%5D=87447) Highlighted products: Insights Hub, TagoIO, Rayven, TRACTIAN, SAP Business Technology Platform, Google Cloud IoT Core, AWS IoT Analytics, and AWS IoT SiteWise. Underlying data: [Grid® JSON](https://www.g2.com/categories/iot-analytics-platforms/grids.json?focus%5B%5D=siemens-digital-industries-software-insights-hub&focus%5B%5D=tagoio&focus%5B%5D=rayven&focus%5B%5D=tractian-tractian&focus%5B%5D=sap-business-technology-platform&focus%5B%5D=google-cloud-iot-core&focus%5B%5D=aws-iot-analytics&focus%5B%5D=aws-iot-sitewise) **Sponsored** ### JFrog JFrog Ltd. (Nasdaq: FROG), the creators of the unified DevOps, DevSecOps, DevGovOps and MLOps platform, is on a mission to create a world of software delivered without friction from development to production. Driven by a “Liquid Software” vision to keep software continuously flowing, secure, and always up to date, the JFrog Platform serves as the definitive software supply chain system of record. It is uniquely engineered to power organizations as they build, manage, and distribute trusted software with unprecedented speed, security, and scale across hybrid and multi-cloud environments. As software engineering evolves in the AI era, JFrog’s newest offerings address the industry's most pressing trend: the rise of agentic software development and the hidden security risks of "Shadow AI." In response to threat actors increasingly targeting developer workflows including a massive surge in malicious open-source AI models and infected packages; JFrog has expanded its platform capabilities to deliver absolute end-to-end visibility and automated compliance. Key new innovations include the JFrog AI Catalog, which enables organizations to centralize, govern, and control the lifecycle of AI models approved for enterprise use. To secure autonomous coding environments, JFrog introduced the Universal MCP Registry and the Agent Skills Registry (developed alongside NVIDIA). These new solutions establish the industry’s first enterprise-grade trust layer to safely manage and store AI agent skills, monitor connections, and instantly block unsafe developer tools or malicious coding extensions right where developers work. Furthermore, the integration of advanced DevGovOps and Runtime Security tools allows teams to replace slow, manual compliance audits with continuous, background policy enforcement. By shifting security left directly into the binary pipeline, JFrog ensures that the volume of AI-assisted code does not outpace an organization's ability to verify its safety. Today, millions of users and approximately 6,600 organizations worldwide, including a majority of the Fortune 100, depend on the universal JFrog Platform to eliminate point-solution fatigue, bridge the governance gap, and securely embrace digital transformation. Learn more at www.jfrog.com or follow us on X @JFrog. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=1772&secure%5Bchosen_at%5D=2026-08-13T12%3A56%3A55Z&secure%5Bdisplayable_resource_id%5D=1775&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=neighbor_category&secure%5Bplacement_resource_ids%5D%5B%5D=1775&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=143017&secure%5Bresource_id%5D=1772&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fiot-analytics-platforms%3FhsCtaTracking%3D79cb6603-0a3c-4f76-80de-4873f5de7bf2%257Cf7b32701-a0cc-4816-b76a-f159fe6c6e21%26page%3D8&secure%5Btoken%5D=630c07fcaff2cf79c0394b3357f5bfa6c0ccc6861cd9173ef974f3c93068ad07&secure%5Burl%5D=https%3A%2F%2Fjfrog.com%2Fartifactory%2F%3Futm_source%3Dg2%26utm_medium%3Dcpc_social%26utm_campaign%3Dbrand_awareness_banner_ad%26utm_content%3Du-bin&secure%5Burl_type%5D=custom_url) ### [HyperConnect](https://www.g2.com/products/hyperconnect/reviews) XKI is an Internet of Things Management Platform for devices, sensors, users, user groups,user roles, events and event triggers with custom logic #### Who Is the Company Behind HyperConnect? - **Seller:** [XKI](https://www.g2.com/sellers/xki) - **Year Founded:** 2019 - **HQ Location:** Vienna, AT - **LinkedIn® Page:** [at.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8a02d5ffffcdf5e2612a8f9a157b5a17e327e27783ecdf4d05f1cbd3696c67c7&secure%5Burl%5D=https%3A%2F%2Fat.linkedin.com%2Fcompany%2Fxki&secure%5Burl_type%5D=linkedin_company_website) 2 employees on LinkedIn® ### [IBM Watson IoT Platform](https://www.g2.com/products/ibm-watson-iot-platform/reviews) IBM Watson IoT Platform can help you get a quick start on your next Internet of Things project. It is a fully managed, cloud-hosted service designed to make it simple to derive value from your Internet of Things devices. It provides capabilities such as device registration, connectivity, control, rapid visualization and storage of Internet of Things data. Connect and Manage devices: Connect to the Watson IoT Platform on IBM Cloud with ease, then set up and manage your IoT devices and data to start creating your own applications, visualization dashboards and mobile IoT apps. Build quickly and securely: Find the tools and services you need to create your IoT applications including cognitive APIs, Weather Company data, blockchain and more. Extend with Watson Cognitive APIs: Create a better experience with a natural voice interface or image recognition. **Average Rating:** 4.5/5.0 **Total Reviews:** 21 #### How Do G2 Users Rate IBM Watson IoT Platform? - **Ease of Use:** 9.2/10 (Category avg: 8.9/10) - **Quality of Support:** 8.5/10 (Category avg: 8.9/10) #### Who Is the Company Behind IBM Watson IoT Platform? - **Seller:** [IBM](https://www.g2.com/sellers/ibm) - **Year Founded:** 1911 - **HQ Location:** Armonk, New York, United States - **Twitter:** @IBMSecurity 74,660 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=14b544adaece4fdbc987f1d7f7028048c22259946811200cc751263825586af9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1009%2F&secure%5Burl_type%5D=linkedin_company_website) 328,202 employees on LinkedIn® - **Ownership:** SWX:IBM #### Who Uses This Product? - **Company Size:** 50% Small, 27% Large #### What Are Recent G2 Reviews of IBM Watson IoT Platform? **["Good quality a better tecnology of iot"](https://www.g2.com/survey_responses/ibm-watson-iot-platform-review-1667168)** **Rating:** 4.0/5.0 stars _— Abel N._ [Read full review](https://www.g2.com/survey_responses/ibm-watson-iot-platform-review-1667168) **["Commercial level interaction with the platform during a lab."](https://www.g2.com/survey_responses/ibm-watson-iot-platform-review-2150012)** **Rating:** 4.5/5.0 stars _— Rob M._ [Read full review](https://www.g2.com/survey_responses/ibm-watson-iot-platform-review-2150012) #### What Are G2 Users Discussing About IBM Watson IoT Platform? - [What is IBM Watson IoT Platform used for?](https://www.g2.com/discussions/what-is-ibm-watson-iot-platform-used-for) ### [Imubit](https://www.g2.com/products/imubit/reviews) Imubit is the leading provider of AI process optimization for refiners and chemical operators. The Imubit Closed-loop Neural Network Platform executes the plants’ money-making operational strategies continuously and consistently. Imubit’s platform interconnects various process units while aligning planning and economics, process engineering, process control and operations around the highest valued opportunities for closed loop optimization. To learn more about Imubit, please visit imubit.com. #### Who Is the Company Behind Imubit? - **Seller:** [Imubit](https://www.g2.com/sellers/imubit) - **Year Founded:** 2016 - **HQ Location:** Houston, US - **Twitter:** @Imubit1 43 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=694be83101113ddfc6c27e700269d193780a4fe8a6e902fe209e48e645bb477f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fimubit%2F&secure%5Burl_type%5D=linkedin_company_website) 172 employees on LinkedIn® ### [IoT magic Builder](https://www.g2.com/products/iot-magic-builder/reviews) IoT magic Builder is a comprehensive, No Code IoT platform developed by dDruid, a French software company. This platform enables businesses to centralize, enrich, and leverage IoT data effectively, transforming raw information into strategic assets. By simplifying the creation and deployment of IoT applications, IoT magic Builder allows companies to optimize operations, reduce costs, and develop new digital services for connected products. Its open and interoperable design ensures seamless integration with existing systems, making IoT technologies accessible to a broader range of users. Key Features and Functionality: - Data Acquisition: Collect data from various connected devices and sensors across multiple sites. - Data Processing and Storage: Process and securely store collected data for analysis and reporting. - Data Enhancement: Create customized dashboards and automatic reports to visualize and interpret data effectively. - Multi-Channel Alarming: Set up alerts through multiple channels to monitor critical parameters and respond promptly to issues. - Data Repository: Maintain a centralized repository for all IoT data, facilitating easy access and management. - Navigation Filters: Implement filters to navigate through data efficiently, enhancing user experience and decision-making. Primary Value and Solutions Provided: IoT magic Builder addresses the challenges businesses face in managing and utilizing IoT data by offering a user-friendly, No Code platform that accelerates the development and deployment of IoT applications. It enables companies to: - Optimize Operations: Streamline processes and improve efficiency by leveraging real-time data insights. - Reduce Costs: Identify and address inefficiencies, leading to cost savings in operations and maintenance. - Develop New Digital Services: Create value-added services for connected products, opening new revenue streams and enhancing customer engagement. By simplifying IoT integration and application development, IoT magic Builder empowers businesses to harness the full potential of their IoT data, turning it into a competitive advantage. #### Who Is the Company Behind IoT magic Builder? - **Seller:** [dDruid](https://www.g2.com/sellers/ddruid) - **HQ Location:** Schiltigheim - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4b106acc910155fffbe84f54203982de6e2e5d74cddf60bf291b3bbaf87cd698&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fddruid&secure%5Burl_type%5D=linkedin_company_website) 13 employees on LinkedIn® - **Phone:** +33(0)3 67 70 70 85 ### [IoTStream](https://www.g2.com/products/iotstream/reviews) IoTSTREAM.IO provides end to end modular solutions for internet of things projects. #### Who Is the Company Behind IoTStream? - **Seller:** [IoTSTREAM.IO](https://www.g2.com/sellers/iotstream-io) - **Year Founded:** 2016 - **HQ Location:** Melbourne, AU - **Twitter:** @iotstream 270 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=186b9a5519919b45ad561d9f5642132d07f5d92075eee3180fb4a9eacff9065d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10269783&secure%5Burl_type%5D=linkedin_company_website) 3 employees on LinkedIn® ### [ITC VisionFlow](https://www.g2.com/products/itc-visionflow/reviews) Intelligent Traffic Control (ITC) offers advanced AI-driven solutions designed to transform urban traffic management by optimizing traffic signals and reducing congestion. By integrating seamlessly with existing CCTV infrastructure, ITC's software predicts traffic patterns with high precision, enabling cities to implement effective traffic policies without the need for extensive hardware modifications. Key Features and Functionality: - VisionInsight: An AI analytics solution that detects and classifies various road users in real-time, identifies traffic patterns, and presents data on an intuitive dashboard. - VisionTwin: A simulation engine that creates digital twins based on accurate traffic predictions, allowing policymakers to evaluate different scenarios and make informed urban planning decisions. - VisionFlow: An end-to-end traffic management system that generates tailored traffic plans, predicts traffic flow, and optimizes traffic signal timing to reduce congestion and improve road safety. Primary Value and Solutions Provided: ITC's solutions address the critical challenges of urban traffic congestion by leveraging AI to enhance traffic flow, reduce carbon emissions, and improve road safety. By utilizing existing infrastructure, ITC offers a cost-effective and rapidly deployable approach to modernizing traffic management systems, enabling cities to implement and optimize local policies effectively. #### Who Is the Company Behind ITC VisionFlow? - **Seller:** [Intelligent Traffic Control](https://www.g2.com/sellers/intelligent-traffic-control) - **Year Founded:** 2019 - **HQ Location:** Tel Aviv, IL - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=11fe08b0ea81e5565f1ec193b233d8aa4f1eeda53ccb8530139918473066ee57&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fitc-city&secure%5Burl_type%5D=linkedin_company_website) 19 employees on LinkedIn® ### [Kaleidoscope IoT](https://www.g2.com/products/kaleidoscope-iot/reviews) Kaleidoscope provides enterprises with the fundamental building blocks to deploy end-to-end IoT networks and solutions by simplifying many of the complex processes in IoT deployments such as commodity hardware integrations, the network & security stack, data and cloud integrations, neural networks and machine learning and many of the other complex integrations to other platforms and clouds such as AWS, Google Compute Cloud, and Azure in the field today. **Average Rating:** 5.0/5.0 **Total Reviews:** 1 #### How Do G2 Users Rate Kaleidoscope IoT? - **Ease of Use:** 10.0/10 (Category avg: 8.9/10) - **Quality of Support:** 10.0/10 (Category avg: 8.9/10) #### Who Is the Company Behind Kaleidoscope IoT? - **Seller:** [Kaleidoscope](https://www.g2.com/sellers/kaleidoscope) - **Year Founded:** 2017 - **HQ Location:** Metro Manila, PH - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0a978099e678175b37fbabf5cb6c3227808b892e801e6f1cee521c445e903748&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fkaleidoscopeiot&secure%5Burl_type%5D=linkedin_company_website) 1 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Medium #### What Are Recent G2 Reviews of Kaleidoscope IoT? **["Kaleidoscope offers a comprehensive suite of tools for managing your IoT project"](https://www.g2.com/survey_responses/kaleidoscope-iot-review-9863049)** **Rating:** 5.0/5.0 stars _— Verified User in Information Technology and Services_ [Read full review](https://www.g2.com/survey_responses/kaleidoscope-iot-review-9863049) ### [Kii](https://www.g2.com/products/kii/reviews) Why manage multiple vendors and dozens of SDKs when you don't have to? Develop, scale, test, optimize and run from a single integrated platform. Most cloud platforms focus on getting you started quickly, but Kii is with you throughout your project's lifecycle. **Average Rating:** 4.5/5.0 **Total Reviews:** 1 #### How Do G2 Users Rate Kii? - **Ease of Use:** 8.3/10 (Category avg: 8.9/10) - **Quality of Support:** 6.7/10 (Category avg: 8.9/10) #### Who Is the Company Behind Kii? - **Seller:** [Kii](https://www.g2.com/sellers/kii) - **Year Founded:** 2010 - **HQ Location:** San Mateo, US - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f7b65fa234648303267d463ea2b16f4552f797b3675b4013a09c7787ee156cfe&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1406171&secure%5Burl_type%5D=linkedin_company_website) 51 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Large #### What Are Recent G2 Reviews of Kii? **["Review for Kii"](https://www.g2.com/survey_responses/kii-review-7829054)** **Rating:** 4.5/5.0 stars _— Saurabh B._ [Read full review](https://www.g2.com/survey_responses/kii-review-7829054) ### [Kinetica](https://www.g2.com/products/kinetica/reviews) Kinetica is the database for time & space. Kinetica makes it easy and fast to: - ingest massive amounts of IoT data and other contextual data sets - fuse data sets using spatial and temporal joins - analyze data using SQL based analytics for spatial, graph, and time-series analytics or running containerized ML models **Average Rating:** 4.3/5.0 **Total Reviews:** 2 #### How Do G2 Users Rate Kinetica? - **Ease of Use:** 8.3/10 (Category avg: 8.9/10) - **Quality of Support:** 7.5/10 (Category avg: 8.9/10) #### Who Is the Company Behind Kinetica? - **Seller:** [Kinetica](https://www.g2.com/sellers/kinetica) - **Year Founded:** 2016 - **HQ Location:** Arlington, Virginia, United States - **Twitter:** @KineticaHQ 3,461 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2516adc9d25f3b0fe798e5c2c0afc6fe7664fc3af287eb5227d7b2f5caddecfb&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fkinetica%2F&secure%5Burl_type%5D=linkedin_company_website) 71 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Medium #### What Are Recent G2 Reviews of Kinetica? **["Beneficial especially for our wind farm activities"](https://www.g2.com/survey_responses/kinetica-review-9862948)** **Rating:** 4.5/5.0 stars _— Leslie C._ [Read full review](https://www.g2.com/survey_responses/kinetica-review-9862948) **["Efficient Data analytics"](https://www.g2.com/survey_responses/kinetica-review-9855352)** **Rating:** 4.0/5.0 stars _— Surya K._ [Read full review](https://www.g2.com/survey_responses/kinetica-review-9855352) #### What Are G2 Users Discussing About Kinetica? - [When was Kinetica founded?](https://www.g2.com/discussions/when-was-kinetica-founded) - [How many employees does Kinetica have?](https://www.g2.com/discussions/how-many-employees-does-kinetica-have) - [Is Kinetica open source?](https://www.g2.com/discussions/is-kinetica-open-source) - [What does Kinetica do?](https://www.g2.com/discussions/what-does-kinetica-do) - 1 comment ### [Kry10](https://www.g2.com/products/kry10/reviews) Kry10 offers a secure operating system tailored for software-defined machines, enabling critical infrastructure such as vehicles, electrical grids, satellites, and medical devices to transition into intelligent, cloud-connected, and adaptive systems. Built upon the formally verified seL4 microkernel, the Kry10 Operating System ensures high assurance and performance, providing a robust foundation for mission-critical connected devices. Key Features and Functionality: - Self-Healing Capabilities: KOS is designed to prevent, contain, and recover from faults and attacks, ensuring continuous operation without downtime. - Secure Over-the-Air Updates: The system supports cryptographic signatures and trust through isolation, facilitating secure and seamless software rollouts. - Developer-Friendly Environment: KOS offers support for multiple programming languages, including C, Rust, Elixir, and Erlang, allowing developers to build applications using familiar tools. - Comprehensive Management Services: The Kry10 Management Service provides tools for managing device fleets, monitoring health, detecting attack patterns, and collecting data, ensuring efficient oversight of connected devices. - Scenic UI Framework: Integrated with the Erlang BEAM application environment, the Scenic UI framework enables the development of resilient and robust user interfaces for connected devices. Primary Value and Problem Solved: Kry10 addresses the escalating security challenges associated with the proliferation of connected devices. By providing a secure, self-healing, and developer-friendly operating system, KOS empowers organizations to innovate without fear, ensuring that their mission-critical applications are resilient against cyber threats and system faults. This approach not only enhances the security and reliability of connected devices but also streamlines their management and development, facilitating a smoother transition to intelligent, cloud-connected infrastructures. #### Who Is the Company Behind Kry10? - **Seller:** [Kry10](https://www.g2.com/sellers/kry10) - **HQ Location:** N/A - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website) 1 employees on LinkedIn® ### [Live Earth](https://www.g2.com/products/live-earth/reviews) A Smart City Data Visualization Platform to Increase Safety and Enhance City Services #### Who Is the Company Behind Live Earth? - **Seller:** [Live Earth](https://www.g2.com/sellers/live-earth) - **Year Founded:** 2015 - **HQ Location:** Dallas, US - **Twitter:** @LiveEarth 69,842 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=567a4d0831e007a9024e9a5608d55a27dfa17d9df4f2b556015661bc89d45da6&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fleosight&secure%5Burl_type%5D=linkedin_company_website) 28 employees on LinkedIn® ### [mnubo](https://www.g2.com/products/mnubo/reviews) Mnubo is an Internet of Things company, providing data analytics, machine learning and artificial intelligence solutions to connected product manufacturers and service providers. Mnubo’s SmartObjects solution is purpose-built to help companies derive business value from their connected equipment data through IoT insights. The solution includes the Mnubo SmartObjects Platform (MSP) - a comprehensive, full-stack IoT data platform, available as a PaaS offering, for rapidly building IoT insights as well as AI/ML- based algorithms. Mnubo delivers a portfolio of configurable Mnubo SmartObjects Insights (MSIs) - available as a SaaS offering and hosted on the Mnubo SmartObjects Platform - to drive business outcomes such as reduce operational costs, improve customer satisfaction, boost after-market services and enable predictive maintenance. MSIs can be configurable and out-of-the-box, custom-built or built by the customer on the MSI framework Mnubo also offers a suite of IoT Professional Services including Mnubo advisory, Mnubo Academy and Mnubo Data Science & custom development services. #### Who Is the Company Behind mnubo? - **Seller:** [mnubo](https://www.g2.com/sellers/mnubo) - **HQ Location:** Bedford, Massachusetts, United States - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e6ba46f202f3a7965fa75efea08b104f5e45458156957d8d64a534a28fe87ef1&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Faspen-technology&secure%5Burl_type%5D=linkedin_company_website) 4,312 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Large ### [Mt. Fuji](https://www.g2.com/products/mt-fuji/reviews) Mt. Fuji is an industrial AI and plant intelligence platform designed to help manufacturers gain real-time visibility, stability, and efficiency across their operations. By unifying data from PLC/DCS, MES/ERP, SCADA, and shift logs, Mt. Fuji standardizes and secures production data. Its AI-powered control system delivers predictive, preventive, and prescriptive insights, automatically adjusting parameters to maintain consistent quality and reduce variability. With features like real-time KPI tracking, batch-to-batch comparisons, anomaly detection, and digital twin dashboards, Mt. Fuji enables operators and executives alike to act faster with reliable insights. Manufacturers rely on Mt. Fuji to minimize downtime, enhance traceability, improve resource efficiency, and accelerate smarter decision-making, powering more agile, data-driven, and sustainable operations. #### Who Is the Company Behind Mt. Fuji? - **Seller:** [Haber](https://www.g2.com/sellers/haber) - **Year Founded:** 2017 - **HQ Location:** Pune, IN - **Twitter:** @HABER\_TECH 119 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c8827f5621d7943dd2350776a91e99beb8083809502035388fe660b0a5765b1b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F13237325&secure%5Burl_type%5D=linkedin_company_website) 225 employees on LinkedIn® ### [Nebeskie Labs](https://www.g2.com/products/nebeskie-labs/reviews) IoT- Edge Solution for Industry4.0, Smart Monitoring, and Building. Monitor and control energy consumptions, improve energy efficiency, and productivity. #### Who Is the Company Behind Nebeskie Labs? - **Seller:** [Nebeskie Labs](https://www.g2.com/sellers/nebeskie-labs) - **Year Founded:** 2016 - **HQ Location:** Chennai, IN - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=658a94e993c7b47674d117ac2b5dfc2b2ac74b4ee6d33768deea9d66a161fcc3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnebeskie%2F&secure%5Burl_type%5D=linkedin_company_website) 23 employees on LinkedIn® ### [NEQTO.ai](https://www.g2.com/products/neqto-ai/reviews) NEQTO.ai provides smart monitoring and AI-driven insights that do more than just show you data. An integrated AI Chatbot connects directly to your device history, allowing you to ask natural language questions about why a device went offline to receive an instant diagnosis. Real-time precision is maintained for instant notifications, ensuring you see critical events as they happen without needing to refresh your browser. Furthermore, you can visualize your operations through fully customizable dashboards with a drag-and-drop layout featuring Gantt charts, interactive maps, and gauge widgets. We also offer flexible access by allowing you to grant role-based permissions or invite external stakeholders to receive notifications without requiring them to sign up for a full account. #### Who Is the Company Behind NEQTO.ai? - **Seller:** [JIG-SAW](https://www.g2.com/sellers/jig-saw) - **HQ Location:** Irvine, California - **Twitter:** @JIGSAW\_NEWS\_bot 1,271 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website) 1 employees on LinkedIn® - [‹ Prev‹ Prev](/categories/iot-analytics-platforms?hsCtaTracking=79cb6603-0a3c-4f76-80de-4873f5de7bf2%7Cf7b32701-a0cc-4816-b76a-f159fe6c6e21&order=g2_score&page=7#product-list) - [1](/categories/iot-analytics-platforms?hsCtaTracking=79cb6603-0a3c-4f76-80de-4873f5de7bf2%7Cf7b32701-a0cc-4816-b76a-f159fe6c6e21&order=g2_score#product-list) - [2](/categories/iot-analytics-platforms?hsCtaTracking=79cb6603-0a3c-4f76-80de-4873f5de7bf2%7Cf7b32701-a0cc-4816-b76a-f159fe6c6e21&order=g2_score&page=2#product-list) - … - [4](/categories/iot-analytics-platforms?hsCtaTracking=79cb6603-0a3c-4f76-80de-4873f5de7bf2%7Cf7b32701-a0cc-4816-b76a-f159fe6c6e21&order=g2_score&page=4#product-list) - [5](/categories/iot-analytics-platforms?hsCtaTracking=79cb6603-0a3c-4f76-80de-4873f5de7bf2%7Cf7b32701-a0cc-4816-b76a-f159fe6c6e21&order=g2_score&page=5#product-list) - [6](/categories/iot-analytics-platforms?hsCtaTracking=79cb6603-0a3c-4f76-80de-4873f5de7bf2%7Cf7b32701-a0cc-4816-b76a-f159fe6c6e21&order=g2_score&page=6#product-list) - [7](/categories/iot-analytics-platforms?hsCtaTracking=79cb6603-0a3c-4f76-80de-4873f5de7bf2%7Cf7b32701-a0cc-4816-b76a-f159fe6c6e21&order=g2_score&page=7#product-list) - 8 - [9](/categories/iot-analytics-platforms?hsCtaTracking=79cb6603-0a3c-4f76-80de-4873f5de7bf2%7Cf7b32701-a0cc-4816-b76a-f159fe6c6e21&order=g2_score&page=9#product-list) - [10](/categories/iot-analytics-platforms?hsCtaTracking=79cb6603-0a3c-4f76-80de-4873f5de7bf2%7Cf7b32701-a0cc-4816-b76a-f159fe6c6e21&order=g2_score&page=10#product-list) - [Next ›Next ›](/categories/iot-analytics-platforms?hsCtaTracking=79cb6603-0a3c-4f76-80de-4873f5de7bf2%7Cf7b32701-a0cc-4816-b76a-f159fe6c6e21&order=g2_score&page=9#product-list) Spotlight Categories [Cloud Infrastructure Monitoring Tools and Software](https://www.g2.com/categories/cloud-infrastructure-monitoring) [Multi-Country Payroll Software](https://www.g2.com/categories/multi-country-payroll) [Managed File Transfer (MFT) Software](https://www.g2.com/categories/managed-file-transfer-mft) [Security Compliance Software](https://www.g2.com/categories/security-compliance) [Marketing Analytics Tools](https://www.g2.com/categories/marketing-analytics) Similar Categories - [Digital Twin](/categories/digital-twin) - [Edge AI Platforms](/categories/edge-ai-platforms) - [IoT Connectivity Management](/categories/iot-connectivity-management) - [IoT Development Tools](/categories/iot-development-tools) - [IoT Device Management Platforms](/categories/iot-device-management-platforms) - [IoT Edge Platforms](/categories/iot-edge-platforms) - [IoT Operating Systems](/categories/iot-operating-systems) - [IoT Platforms](/categories/iot-platforms) - [Other IoT](/categories/other-iot) [Browse IoT Analytics Platforms Themes](/categories/iot-analytics-platforms/themes) ![Bijou Barry](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Bijou Barry") BB Researched and written by [Bijou Barry](https://research.g2.com/insights/author/bijou-barry) Updated October 3, 2024 IoT analytics platforms allows businesses to analyze and visualize sensor data from internet-connected devices. IoT analytics platofrms are used to understand the continuous stream of structured, unstructured, and time series data produced by connected devices, so that businesses can understand historical data and predict future outcomes. Companies may utilize IoT analytics solutions to track the performance of machinery, provide predictive maintenance recommendations, and better understand unique data related to their devices such as temperature, motion, and sound. Data analysts can use IoT analytics platforms to prepare, filter, transform, and drill into sensor data, the same way they would analyze structured data with a [business intelligence platform](https://www.g2.com/categories/business-intelligence-platforms). To qualify for inclusion in the IoT Analytics Platforms category, a product must: - Consume data directly from internet-connected devices, sensors, and time series databases - Support data modeling, blending, and discovery - Allow users to drill down into the data with interactive visualization - Create reports and visualizations based on the data Show More