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Top Rated IoT Analytics Software with Data collection

Last updated: September 2026

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56 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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PEAK logo

An award-winning building analytics platform

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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FourJaw logo

Factory Intelligence. Made Simple.

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

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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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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Factbird logo

Your production OEE data, anywhere in real time.

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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Flex83 logo

Application enablement platform for software developers

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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TrackMyMachines logo

Cloud-based OEE solution for machine monitoring.

TrackMyMachines is a cloud-based machine monitoring system designed to help manufacturers track and manage machine performance. The solution offers a timeline visualization function that allows users to track every machine's activity including cycles, changeovers, setups, and other critical operations. With this real-time visibility, manufacturers can gain valuable insights into their production processes and identify areas for optimization.

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Beam logo

Cloud-based and AI-enabled talent development software

Beam is a cloud-based and AI-enabled talent development software that enables businesses to engage, develop, and retain individuals.

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AWS IoT logo

IoT and compliance management software

AWS IoT is an IoT and compliance management software that helps businesses manage, store, collect, and analyze IoT data for multiple workloads, such as automotive, consumer, industrial, and commercial. It allows staff members to quickly search and find devices across the fleet based on several attributes, such as device state, ID, and type.

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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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Rybit logo

The last mile delivery tech platform

Rybit is connecting the last mile delivery industry through technology and IoT. We are focused on the needs of on-demand food delivery, quick commerce provides and delivery marketplaces.

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Datadog logo

Cloud-based observability & security for all sizes

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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Dynatrace logo

All-in-One Application Performance Monitoring

Dynatrace Ruixt is an all-in-one application performance monitoring

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Microcall logo

Cloud-based call accounting software

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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Machine Learning on AWS logo

Machine learning and AI solutions from AWS

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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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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Insights Hub logo

Industrial Internet of Things (IoT) platform

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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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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PRTG logo

Network Monitoring For Serious Professionals

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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