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Top Rated IoT Software with Big data analytics

Last updated: June 2026

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47 software options

TRACTIAN logo

Condition monitoring and production tracking tool

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TRACTIAN transforms asset management and maintenance with IoT sensors, gathering vital data on performance, health, and usage. Data-driven decisions enhance asset performance, reduce downtime, and maximize ROI, empowering companies to optimize asset management, boosting operational efficiency.

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Mingo Smart Factory logo

Real-time data fast and accurate with optimization insights.

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Nulogy Smart Factory is a complete IoT solution for production visibility and insight. Unlike ERP systems, Nulogy excels in IIoT. The dashboard shows real-time status.

- Collect and store data from anywhere
- Understand and correct problems
- Get real-time productivity and maintenance insights

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Open Automation Software logo

Industrial Internet of Things (IoT) solution

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Open Automation Software is an open-architecture industrial Internet of Things (IoT) solution that helps businesses connect any data source to Web, NET, databases, and other open data format destinations or applications. It provides several developer tools, APIs and SDKs, allowing administrators to build and customize integrations, tag configurations and data feeds.

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The Asset Guardian (TAG) logo

AI-powered EAM - Tackle Downtime Now

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TAG Mobi with mobiMentor AI is the EAM built for Dynamics 365 Business Central. Automate admin, boost wrench time, and reduce downtime with predictive insights, mobile tools, and AI-powered workflows.

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Vorne XL Platform logo

Vorne XL measures the OEE of any production process.

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XL Productivity Appliance is a web-based overall equipment effectiveness (OEE) management solution that helps monitor and manage performance of all production and manufacturing processes, enabling users across industries to calculate OEE of operations, optimize downtime, highlight losses, and more.

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Rayven logo

Operational software for an AI-powered world.

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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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Ubidots logo

Powerful but simple Industrial IoT.

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Ubidots is an IoT platform that helps end users, system integrators, and OEMs with condition monitoring, predictive maintenance, cloud SCADA, energy management, environmental compliance, and more.

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Sematext Cloud logo

Cloud-based application and infrastructure monitoring tool

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Sematext Cloud is an all-in-one observability tool that helps businesses assess and gain key insights into the front and back-end performance of system applications. Features include real user and synthetic monitoring, transaction tracing, infrastructure monitoring, and log management.

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Fracttal One logo

Cloud-based solution for maintenance management

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🥇 Connect and optimize your assets with Fracttal Sense. IoT sensors for real-time monitoring, alerts, and maximize performance.

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SnapGIS logo

IoT platform for asset tracking and monitoring

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Industrial IoT platform for connected asset monitoring with GPS, sensor visibility, satellite connectivity, alerts, geofencing, and real-time operational control across remote and challenging environments.

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DATOMS logo

Connecting Machines

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Datoms is an Asset/machine Management Software for OEMs, Rental Companies, and Businesses to monitor, track and manage industrial equipment/machines using internet-connected devices and sensors. Best for construction, agriculture, heavy equipment, and EV sectors.

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FourJaw logo

Factory Intelligence. Made Simple.

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

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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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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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Eagle.io logo

Cloud-based environmental IoT platform

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Eagle.io is a cloud-based environmental IoT platform that helps organizations monitor natural assets and environmental conditions through data acquired in real-time. Key features include team collaboration, client management, customizable branding, GPS tracking, document storage & instant messaging.

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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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Azolla logo

IOT and computer aided facilities management (CAFM) system

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Azolla is a Facilities Management software application that includes an IoT (Internet of Things) platform, allowing customers to proactively manage their assets and locations in real-time.

Sensors are used for Building Occupancy, 'On Demand' Cleaning, CO2 and critical Asset monitoring.

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Qorus Integration Engine logo

Digital process automation for medium to large businesses

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Qorus Integration Engine is a digital process automation solution which helps medium to large organizations with workflow implementation and project management. Key features include process monitoring, interface error detection, metadata version loading/unloading, and alerts.

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Trendalyze logo

Visualize, search & monitor for micro-trends in data

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Support MQTT, PubNub, AWS IoT and Azure IoT

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inVIEW IIoT Platform logo

Industrial IoT platform for remote control and supervision

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inVIEW IIoT Platform is a web-based industrial IoT platform that can be used by businesses in industries including industrial, residential, infrastructure, and more to automate and monitor projects. The platform allows users to visualize data, monitor devices remotely, and manage data acquisition.

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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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inxware logo

IoT device software platform

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inxware: Empower IoT and edge ML projects with Lucid's no-code IDE. Multi-platform support, robust event-driven firmware, and 100s of built-in components. Secure, real-time operations with extensive debugging and third-party integrations.

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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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OCTOBUS logo

IoT Platform for All Business Sizes in Various Industries

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A SaaS IIoT Platform that collects data from PLCs, connected to an Edge Device, as well as data from commercial sensors (Sigfox, LoRa, NB-IoT), transforms and sends them to the OCTOBUS cloud. In the next step you can easily create customized dynamic dashboards visualizing your business performance.

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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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