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IoT Analytics Software with Data Connectors (2026)

Last updated: March 2026

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29 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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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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Elastic Stack logo

Distributed search and analytics solution

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Reliably and securely take data from any source, in any format, then search, analyze, and visualize it in real time.

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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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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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Machine Learning on AWS logo

Machine learning and AI solutions from AWS

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AWS provides machine learning (ML) and artificial intelligence (AI) solutions designed to help businesses analyze data insights, personalize the customer experience, optimize business processes, and more.

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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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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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HiperIoT logo

HiperIoT is an innovative and comprehensive iiot platform.

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HiperIoT is an advanced IoT (Internet of Things) platform that revolutionizes the way businesses manage and optimize their connected devices. With a user-friendly interface and powerful features, HiperIoT empowers organizations to seamlessly monitor, control, and analyze their IoT ecosystem in real.

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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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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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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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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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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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