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Top Rated IoT Analytics Software with Etl

Last updated: September 2026

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24 software options

Checkit logo
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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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Rayven logo

Operational software for an AI-powered world.

Rayven turns fragmented IT, OT + IoT data into an AI data fabric - then lets you build custom apps, AI agents, automations, and dashboards on top. Works alongside existing systems. Two to 12 weeks to go-live.

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Sumo Logic logo

Unified Logs & Metrics for Full App Visibility

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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SnapGIS logo

IoT platform for asset tracking and monitoring

Operational analytics platform with custom dashboards, fuel and CO₂ reporting, driver behaviour insights, dwell time monitoring, utilization tracking, and live reporting for smarter asset management decisions.

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Skysens logo

No code AI platform for industrial IoT monitoring

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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ASKA Software logo

Modular platform to digitalize business processes

Aska is a modular software platform that digitalizes business processes and creates integrated solutions. It features customizable modules for B2B sales, supply chain operations, and IoT integration, letting organizations configure only what they need. With API-first integration for ERP and CRM systems, it handles structured and unstructured data and includes pre-configured tools for process automation without custom coding.

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BangDB logo

Converged NoSQL database with AI,Stream for fast moving data

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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Seebo logo

Predict and prevent losses in production yield and quality.

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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SkySpark logo

IoT Data Analytics Platform

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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WeASSIST logo

Real-time monitoring & process optimization software

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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Google Cloud IoT logo

Cloud-based internet of things (IoT) platform

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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AWS IoT Analytics logo

IoT Analytics software for businesses of all sizes

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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ThingSpeak logo

IoT analytics platform for personal and commercial use

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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SAS Analytics for IoT logo

IoT analytics software with sensor-based data model

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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proGrow logo

A platform dedicated to operations and shop floor management

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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SISMETRO logo

CMMS and equipment maintenance software

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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ShiftWorx logo

Make Smarter Decisions, Faster with ShiftWorx!

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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AppDynamics logo

Application Performance Management (APM)

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

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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Scaleway logo

Database management software for IT developers

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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NetvirE logo
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AI-Powered Cloud-Native IIoT Platform

NetvirE is an AI-driven IIoT analytics platform. It turns edge and sensor data into real-time insights via cloud-based dashboards and digital twin capabilities. Predictive analytics enable anomaly detection, maintenance forecasting, and energy optimization across industrial and enterprise assets.

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OverShield logo
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IoT system for life sciences cold storage

OverShield by Predictive Monitor is a monitoring solution that uses IoT sensor technology and AI analytics to detect equipment anomalies in cold-storage facilities for life sciences companies. The platform provides early warning alerts, weekly health reports, and cloud-based performance tracking for applications including stability rooms, cold rooms, walk-in freezers, ultra-low freezers, and reach-in chambers.

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Knowi logo

Augmented analytics platform for businesses of all sizes

Knowi is an augmented analytics platform designed to help businesses of all sizes analyze data and manage multiple databases through machine learning and natural language processing. Key features include data blending, predictive analytics, white labeling, two-factor authentication, and reporting.

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Cobundu logo
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Desk booking and room space management system

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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