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IoT Analytics Software with ETL (2026)

Last updated: January 2026

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IoT Analytics Software Key Features

    Based on 130 user opinions, we identified 6 features that are important for any product in IoT Analytics Software

  • Real-Time Monitoring

    Active monitoring of systems, applications, or networks

    Average user rating

    4.9

  • Real-Time Analytics

    Analyze and gain insights into data in real-time

    Average user rating

    4.7

  • Data Visualization

    Graphical representation of data

    Average user rating

    4.5

  • Reporting & Statistics

    Collection, analysis & representation of numerical data and generation of reports to understand various patterns

    Average user rating

    4.7

  • Activity Dashboard

    Dashboard to view the status of ongoing processes, identify current incidents and track past activities

    Average user rating

    4.4

  • Activity Tracking

    Track and document all activities across devices, networks, and other systems

    Average user rating

    4.4
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20 software options

Checkit logo

Checkit

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Cloud-based workflow management platform

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Checkit Operations Management is a cloud-based and on-premise workflow automation platform designed to help businesses in the healthcare, retail, pharmaceutical, and various other industries monitor employees, assign tasks to team members, manage stock placement, and more.

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SISMETRO logo

CMMS and equipment maintenance software

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The SISMETRO platform stores data on maintenance performed on equipment, machines, and other assets. Eliminating the need for manual spreadsheets, and consolidating all maintenance in one place. The platform also frequently helps to manage inventory and schedule maintenance tasks.

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Google Cloud IoT logo

Cloud-based internet of things (IoT) platform

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Google Cloud IoT is a cloud-based internet of things platform designed to help organizations capture and analyze business data from multiple devices and store them in a centralized repository. It enables employees to automatically predict equipment maintenance requirements and optimize their performance in real-time.

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Scaleway logo

Database management software for IT developers

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Scaleway is a database management platform designed to help businesses handle cloud computing infrastructure. It enables software developers to deploy virtual machine (VM) instances, define network access rules, track the performance of applications, and monitor CPU or bandwidth usage.

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Rayven logo

Turn messy, siloed data into automations + operational apps.

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Rayven delivers operational systems for industrial businesses, turning messy data into automation and made-to-fit operational applications.

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Sumo Logic logo

Unified Logs & Metrics for Full App Visibility

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Sumo Logic is a log management and data analytics software that creates information based on data feeds. It assesses server, application and website performances by creating graphs and charts. It creates alerts when data reaches certain levels which in turn notify of potential threats/downtime.

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AppDynamics logo

Application Performance Management (APM)

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AppDynamics Application Intelligence platform empowers today’s software-defined businesses with the ability to proactively manage and optimize complex software environments in real time. It’s more than monitoring—it’s true Application Intelligence with cloud or on-premise deployment flexibility.

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Vantage logo

Web-based database and analytics tool for IoT enhancement

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Teradata Database allows individuals to break down and distribute complex analytics workloads to improve performance. Key features include access control, data dictionary & workload management, programming languages support, data storage & analysis, reporting, fallback protection, and more.

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ShiftWorx logo

Make Smarter Decisions, Faster with ShiftWorx!

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FreePoint Technologies’ ShiftWorx software provides a ‘holistic’ production floor platform featuring a fully modular suite of products, that when applied in whole or in succession affords manufacturers a production optimization solution backed by Toyota Production System (TPS) consulting expertise.

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proGrow logo

A platform dedicated to operations and shop floor management

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proGrow is an intelligent web platform dedicated to industrial frontline operations. This is done by collecting data from the shop floor, with dashboards and alerts in real-time and collaboration tools. The data provided to operational teams reduces reaction time and improves decision-making.

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SkySpark logo

IoT Data Analytics Platform

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SkySpark is an IoT data analytics platform that is designed to identify issues in equipment systems operation through automated analytics of operational data. SkySpark Analytics analyzes data from smart devices and equipment systems in order to identify issues and anomalies, enabling improved performance.

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Visplore logo

Analysis platform for data visualization and interpretation

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Visplore is a data analytics application. It is used in data science, forecasting, industrial engineering, and other data-rich domains. Key features include visualizations of complex data, traversal from overview to details, interactive analytics, and dirty data annotations.

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AWS IoT Analytics logo

IoT Analytics software for businesses of all sizes

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AWS IoT Analytics is an analytics software that is designed for small to large businesses in several industry segments, such as automotive, education, healthcare, finance, travel, and retail. It helps organizations collect, process, store, analyze, visualize and manage IoT data.

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Seebo logo

Predict and prevent losses in production yield and quality.

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Seebo is a pioneer in process-based Industrial AI, with solutions to predict and prevent process inefficiencies that damage production yield and quality.

Customers use Seebo solutions to know exactly when and why these process inefficiencies will happen. And how to prevent them from happening.

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BangDB logo

Converged NoSQL database with AI,Stream for fast moving data

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The ongoing rapid data trend is changing the way data is consumed, processed and analysed, proving most of the existing tools and platforms insufficient/unsuitable. BangDB is a novel converged NoSQL Database, designed to handle the emerging use cases with ease at scale for real-time predictive data.

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SAS Analytics for IoT logo

IoT analytics software with sensor-based data model

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SAS Analytics for IoT is a web-based IoT analytics software designed to help businesses across various industry verticals organize data and visually explore big data stores like Hadoop. It lets managers select data, which can be launched into dashboards, analytics, and reports that drive decision-making.

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ThingSpeak logo

IoT analytics platform for personal and commercial use

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ThingSpeak is an IoT analytics platform, which helps organizations collect, visualize, and evaluate data in real-time. The platform enables enterprises to create, edit or delete private channels and define custom fields with public or private views to collect and analyze data from multiple sources.

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Skysens logo

No code AI platform for industrial IoT monitoring

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Skysens AgPM is a no-code, AI-connected predictive monitoring platform for industrial IoT applications. The system features drag-and-drop visualization with extensive widgets, integrated LoRaWAN network server capabilities, and flexible deployment options including on-premises and private cloud. It offers industrial data management with unified namespace architecture and supports various protocols for seamless integration with existing systems.

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WeASSIST logo

Real-time monitoring & process optimization software

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WeASSIST is a comprehensive cloud-based solution for monitoring and optimizing manufacturing processes. It provides real-time visibility into machine and workstation states, enabling users to quickly identify and address production issues. WeASSIST's automated reporting and analytics capabilities help drive continuous process improvements, boosting productivity and profitability.

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Cobundu logo
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Desk booking and room space management system

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Cobundu is a digital workplace and desk booking software that helps businesses monitor and control various aspects of the building, including lighting, heating, ventilation, and air conditioning (HVAC). The platform enables building occupants to personalize preferences for lighting, temperature, and other environmental factors.

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