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IoT Analytics Software with Real-Time Data (2026)

Last updated: March 2026

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41 software options

Datadog logo

Cloud-Scale Monitoring Platform For Dev, Sec, and Ops teams.

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Analyze all your IoT devices in minutes with Datadog. Get a comprehensive view of the health of your devices in aggregate or drill down to troubleshoot specific regions, device types, software versions, or individual IoT devices. Monitor IoT metrics, logs and more in 1 place. Get started in minutes.

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PRTG logo

Network Monitoring For Serious Professionals

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Say hello to PRTG Network Monitor, our award-winning, all-inclusive monitoring solution to monitor "every thing": PRTG is not simply an IT monitoring software, but lets you analyze and visualize sensor data from all internet-connected devices.

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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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PEAK logo

An award-winning building analytics platform

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PEAK, by CIM, is an advanced building analytics SaaS platform designed to streamline property management. Leveraging data, intelligent automation, and machine learning, it optimizes efficiency, sustainability, and tenant comfort.

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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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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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Secomea logo

Secure Remote Access solution purpose-built for OT equipment

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Secomea is a Secure Remote Access (SRA) solution purpose-built for industrial networks and OT equipment.
Over 9.500 customers around the world use it every day across thousands of sites to manage remote access to their machines and prevent downtime.
Let us help you defend your factory floor.

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Microcall logo

Cloud-based call accounting software

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Microcall is a cloud-based call accounting solution that helps users identify and search phone numbers, track telecom expenses, analyze voice traffic, and more.

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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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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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Memfault logo

Embedded Device Observability and OTA Updates

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Memfault is an embedded observability platform that enables embedded device developers to monitor hardware & firmware performance, remotely investigate bugs, & incrementally rollout OTA updates to devices.

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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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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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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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PRTG Hosted Monitor logo

IT monitoring in the cloud: Leave the hosting to us.

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Enjoy the full range of our monitoring features - and let us take care of the hosting. The initial setup of PRTG Hosted Monitor is straightforward; you get instant feedback from the system.

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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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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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