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IoT Software with Data Extraction (2026)

Last updated: April 2026

IoT Software Key Features

    Based on 384 user opinions, we identified 6 features that are important for any product in IoT Software

  • Real-Time Monitoring

    Active monitoring of systems, applications, or networks

    Average user rating

    4.6

  • Access Controls/Permissions

    Define levels of authorization for access to specific files or systems

    Average user rating

    4.6

  • Data Visualization

    Graphical representation of data

    Average user rating

    4.3

  • Third-Party Integrations

    Set up connections to third-party platforms to improve business processes

    Average user rating

    4.3

  • Connectivity Management

    Critical link between devices, network, and reliable delivery of IoT data.

    Average user rating

    4.5

  • Asset Tracking

    Monitor the usage of assets, such as equipment, tools, software, etc., throughout their lifecycle

    Average user rating

    4.5
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Features

Integrated with

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Devices supported

Organization types

User rating

37 software options

Google Cloud logo
Category Leaders

Modular platform for computing, hosting, storage and more

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Google Cloud Platform is a modular-based platform providing multiple build and scale services to businesses of any size within any industry. It offers tools for document storage, data warehousing, security key enforcement, app creation, API management, AI and machine learning, live chat, and more.

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MuleSoft Anypoint Platform logo

The complete platform for SOA, SaaS integration & APIs

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MuleSoft Anypoint Platform is a hybrid enterprise integration platform for integration of systems, data, and APIs. It provides tools for integration, APIs, and automation, enabling users to build, deploy, secure, and manage integrations across on-premises and cloud environments. Features include Integration Code Builder, Exchange Connectors, API management, RPA, AI-enabled data extraction, and pre-built solutions, helping enterprises accelerate IT delivery and automate security.

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Boomi logo

Cloud Integration Platform

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Connect device and application data wherever it resides to achieve the best outcomes. Boomi is the industry’s most flexible execution engine, allowing organizations to integrate and orchestrate services and manage workflows anywhere –on-premises, in the cloud, or at the edge.

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Pandora FMS logo
Category Leaders

Total monitoring solution for full observability

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Make the best use of your Dev+Ops teams with a professional, user-friendly, and easy-to-use monitor with more than 50K customer installations across the five continents, Pandora FMS is an out-of-the-box monitoring solution: profitable and scalable, covering most infrastructure deployment options.

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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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PULSAR logo

Cloud-based data analysis software for industrial machinery

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PULSAR is a sensor-based platform that supports companies by collecting, analyzing, and presenting operational data from industrial machinery and plants in real-time. Leveraging IoT, AI, and Machine Learning algorithms, PULSAR delivers a 360° view of a company's operational data and KPIs.

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Scaleway logo
Category Leaders

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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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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Lobster Data World logo

Connecting People & Data for a Better Future.

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Lobster is a 360° digital ecosystem that streamlines data integration, orchestration, and connectivity across enterprises.
The Lobster Data Platform, Data Network and a growing portfolio of plug-and-play Lobster Data Products build our Lobster Data World.

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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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Open Bridge logo

AI-based tool for data collection, integration & management

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Open Bridge is an on-premise and cloud-based data management software that provides businesses with tools to extract, collect, and integrate enterprise data on a centralized platform. Supervisors can use the dashboard to schedule operational workflows and configure access permissions.

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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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Cybus Connectware logo

Enterprise-wide industrial data infrastructure.

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Cybus Connectware is a centralized data hub that collects, processes and distributes industrial data of large scale enterprises. It supports large scale configurations along multiple factory sites and is tailored for production-critical operation.

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Knowi logo

Augmented analytics platform for businesses of all sizes

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Knowi is an augmented analytics platform designed to help businesses of all sizes analyze data and manage multiple databases through machine learning and natural language processing. Key features include data blending, predictive analytics, white labeling, two-factor authentication, and reporting.

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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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Users also considered
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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VKS logo

Visual work instruction software

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VKS is a visual work instruction software designed to help businesses in manufacturing businesses streamline processes, increase productivity, and improve efficiency via accurate work instructions.

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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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Users also considered
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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Users also considered
Mapex logo

Manufacturing execution and production scheduling software

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IoT module is ideally for industrial companies which want to obtain a large amount of information in the form of data that can be represented and worked with. This module allows to connect everything in an IoT system allowing to monitor, supervise and control real-time data of process variables.

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Users also considered
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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Users also considered
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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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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