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IoT Analytics Software with Big Data Analytics (2026)

Last updated: March 2026

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24 software options

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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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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FourJaw logo

Factory Intelligence. Made Simple.

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Simple & Affordable IoT analytics software that enables manufacturers to improve productivity and maximise operational efficiency.

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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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Factbird logo

Your production OEE data, anywhere in real time.

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With the Blackbird plug and play OEE system, manufacturers can improve factory efficiency and profitability in a quicker, more cost-effective way compared to a traditional system.

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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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Visplore logo

Visual analytics platform for one-click root cause analysis

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Visplore unlocks value from connected assets with industrial IoT data analysis, combining root cause analysis and high-resolution time series analysis. Its visual analytics process optimization workflows help engineers detect anomalies and improve performance across machines and sites.

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Flex83 logo

Application enablement platform for software developers

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Flex83 is designed to help businesses streamline development, validation, and deployment of software. The internet of things (IoT) system allows software developers to automate workflows, build custom dashboards, organize digital assets, and configure logic rules via a unified platform.

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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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Ubidots STEM logo

Free cloud-based IoT platform for IoT devices

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Ubidots is a low-code IoT development platform that provides the essentials to bring you faster to market with an entire, production-ready IoT application without hiring an expensive team of engineers to develop and maintain a customized solution.

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KORE One logo

A next-generation IoT application enablement platform

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KORE One is a cloud-based software for IoT analytics. It provides a flexible approach for developing business-focused applications. Key features include API integrations, IT asset tracking, and data management. It also supports trend analyses, statistic reports, event logs, and access controls.

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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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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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Insights Hub logo

Industrial Internet of Things (IoT) platform

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Siemens Insights Hub is an industrial Internet of Things (IoT) platform that drives smart manufacturing through comprehensive data collection and analysis.

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UNUM GENSET logo
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Brand-independent IIoT platform for genset monitoring

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UNUM Genset is a software and hardware platform for remote control and health monitoring of power generators, providing fuel and engine monitoring, power data collection, remote diagnostics, telematics health checks, GPS tracking, and remote start/stop.

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Crosser logo
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Low code stream analytics and integration platform

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Crosser is a low-code platform for stream analytics and intelligent integrations at the edge, on-premise, and cloud with a unique runtime purpose-built for the distributed processing of enterprise data.

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IoTConnect logo
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Production line monitoring software with smart ticketing

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IoTConnect is a smart production line monitoring software designed to help businesses predict machine failures using trained machine learning algorithms. It lets manufacturers connect multiple machines and product lines, acquire data from various disparate sources, and streamline edge analytics, predictive maintenance, and remote monitoring.

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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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Vimana logo
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Manufacturing analytics and predictive maintenance solution

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Vimana is designed to help businesses connect and collect real-time data from diverse sources, including machines, sensors, and systems transforming the data to power manufacturing analytics, machine monitoring and OEE, condition monitoring and predictive maintenance.

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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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Metrikus logo
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Turning data chaos into data clarity

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Metrikus transforms data chaos into clarity by aggregating building data from a range of trusted sources and giving you access to exactly what data you need.

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