Best IoT Analytics Software

IoT analytics software allows businesses to analyze and visualize sensor data from internet-connected devices. IoT analytics tools 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 software to prepare, filter, transform, and drill into sensor data, the same way they would analyze structured data with a business intelligence platform.

To qualify for inclusion in the IoT Analytics 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
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    The open data platform for the Internet of Things

    Zatar is an Internet of Things Cloud Service

    Fully managed cloud services and connectivity for IoT solution developers

    AWS IoT Analytics is a fully-managed service that makes it easy to run sophisticated analytics on massive volumes of IoT data without having to worry about all the cost and complexity typically required to build your own IoT analytics platform.

    A fully managed service to easily and securely connect, manage, and ingest data from globally dispersed devices

    Real-Time, streaming Big Data analytics and integration

    Apache iota is an effort undergoing incubation at Apache Software Foundation (ASF), sponsored by the Incubator.

    Smarter. Faster. Integrable There’s only one IoT platform that can take any digitalized system and develop a smarter, faster and integrable application for all your IoT needs. Axonize has developed a disruptive, multi-app architecture, purpose-built for service providers, that enables the deployment of fully customized solutions across all applications, verticals and device types, while cutting down application development and smart project launch time from 6-18 months to merely 6-8 days. Cus

    Make your products smarter with EVRYTHNG’s IoT Smart Products Platform

    GroveStreams is cloud-based Data Analytics Platform for the Internet of Things that provides real-time decision making capabilities to users and devices.

    Predix, the operating system for the Industrial Internet, is powering digital industrial businesses that drive the global economy.

    SAS Analytics for IoT covers the full IoT analytics life cycle – from data capture and integration to analytics and deployment.

    Thing+ provides real time dashboard, setting rule, and data analysis.

    Ubidots provides a platform for makers, developers and companies to easily capture sensor data and turn it into useful information.

    Visual KPI from Transpara is real-time operations monitoring software. It provides a single view across all of your data sources without moving anything or embarking on a huge project. It supports thousands of industrial (historians, IIoT), business and external data sources and delivers stunning visualizations, KPIs, dashboards, analytics and alerts to any device.

    AggreGate is an Internet of Things integration platform that enables quick solution for five aims of any IoT application: data acquisition, storage, processing, visualization and enterprise application integration.

    Altair SmartSight is a self-service BI platform with a zero footprint architecture deployable both on-premises and natively in the cloud. Users can connect to popular data sources, create dashboards and embed analytics in an application.

    AmbienceData is an sensor agnostic end-to-end IoT platform that provides smart sensors, monitoring + data analytics, and machine learning.

    ArCloud is a multi- tenant and multi service cloud platform that enables intelligent service and edge device management

    Arrayent is the IoT platform that enables the world's most trusted brands to deliver connected products to consumers.

    Awesense combines in-grid data by IoT devices, risk-based analytics, and operational performance to find issues on the distribution grid.

    Ayla Insights is a fully integrated business intelligence and analytics platform that provides manufacturers with real-world insights into how their connected products are being used.

    Bosch IoT Suite provides the foundation for service enablement, both in terms of connecting things to the Internet reliably, securely, cost effectively and at scale and in terms of delivering the backing application logic for value-added services. is an IoT connector middleware for organizations to build enterprise level IoT/M2M applications.

    Extremely performant, small and scalable, ClearBlade IoT EDGE enables companies to synchronize, configure, manage state and deploy IoT systems with one common software stack.

    Cumulocity is the IoT (Internet of Things) / M2M (Machine to Machine) spin off of Nokia Siemens Networks.

    Monitors, remediates, and maintains compliance with asset lease or service level agreements (SLAs). Identifies beneficial features and functions that are not being used or that are being used incorrectly. Extends the useful life of capital equipment for improved return on assets (ROA) and deferred capital investment. Monitors overall equipment effectiveness (OEE) and analyzes asset performance, including availability, quality, and output performance, in real-time.

    Datonis is an IoT software platform that connect any "Thing" to the cloud to have operational dashboards, condition based monitoring (CBM), predictive analytics to help drive valuable consumer insights across manufacturing industries, work sites, cities, homes, offices, agriculture and retail environments.

    DeviceHive is an Open Source IoT Data Platform with a wide range of device integration options.

    DevicePilot is a cloud-based software service allowing you to easily locate, monitor and manage your connected devices at scale.

    EMnify helps to connect, manage and control M2M and IoT devices and services on a global basis.

    EnrichAI is a cloud based data analytics platform to help industries derive value from the data generated by sensors attached to equipment.

    Everyware Cloud (EC) is the IoT Integration Platform distributed and supported by Eurotech. It provides all the services required for the management of IoT gateways and devices in the field, including configuration management, application life-cycle management and remote access.

    Flutura Decision Sciences and Analytics is an IOT intelligence company that is powering new monetizable business models using machine signals in the Engineering and Energy Industry.

    GO+ is an IoT platform designed to connect and control heterogeneous IoT devices as well as orchestrate and analyze the obtained data.

    Iconics offers a sustainability software solution that includes native capability to integrate across the enterprise to access and merge real-time and historical information on energy and resource consumption, carbon emissions and causes of excessive consumption.

    Initial State is an Internet of Things (IoT) data solutions company.

    IoT Connectivity Management (formerly Comarch M2M Platform) helps with the implementation of IoT service provider business strategies and enables mobile operators to provide managed connectivity in multi-national, multi-level and multi-operator environments.

    IoT-X is Stream's award-winning connectivity management platform.

    Kaa Enterprise IoT Platform is an end-to-end platform for enterprise-grade IoT, Kaa brings you up to speed with a broad stack of modern IoT technologies and, at the same time, gives you flexibility to adapt it all to your specific business domain. Kaa Enterprise is applicable for any scale of enterprise IoT development. It provides a range of features that allow building advanced applications for smart products, flexibly managing device ecosystems, orchestrating end-to-end data processing etc.

    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.

    Losant makes building connected experiences and solutions easy.

    Lumada is Hitachi's core platform for the Internet of Things.

    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

    Murano is a breakthrough cloud-based IoT software platform that enables an end-to-end ecosystem to help customers develop, deploy, and manage connected products.

    Great Bay Software is an IoT security and operational efficiency leader providing comprehensive visibility and control over endpoints on the network so organizations can secure data, preserve customer trust and protect revenue. By delivering real-time insights into device identity, location and behavior, Great Bay helps organizations identify and respond to potential threats and improve operational efficiency, all while supporting millions of connected devices. For more information, visit: https

    Opisense is an Data Management Platform for Energy & Environmental actors. Opisense centralises energy and environmental data on a secured Cloud-based solution and is built to collect data from various sources, from metering information to contextual data sets (weather, building usage, energy prices,...), and to make sure data is qualitative. Our solution provides numerous functionalities to capitalize on data; from simple dashboarding to complex calculations.

    Oracle offers the broadest choice of cloud solutions to simplify IT and power innovation.

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