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IoT Software with Data Visualization (2026)

Last updated: March 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
1 filter applied

Features

Integrated with

Pricing model

Devices supported

Organization types

User rating

132 software options

Davra IoT Platform logo

Davra IoT Platform

(0)

IoT platform for transport, construction, mining & utilities

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Davra is an IoT platform designed to help businesses in transportation, manufacturing, healthcare, and oil & gas industries design and deploy digital applications in a fully hosted cloud or local environment. Features include built-in widgets, access control, secure data storage, and reporting.

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Checkit logo

Checkit

(0)

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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Open Automation Software logo

Open Automation Software

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.

Read more about Open Automation Software

Users also considered
The Asset Guardian (TAG) logo

The Asset Guardian (TAG)

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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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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Fracttal One logo
Category Leaders

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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Blynk logo
Category Leaders

White-label IoT platform with mobile apps

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Blynk is a cloud-based, hardware-agnostic internet of things (IoT) platform which allows users to connect more than 400 hardware models with the secure, open source Blynk Cloud via WiFi, 2G-4G, LTE, or Ethernet. Users can build native Android & iOS IoT apps using a selection of pre-designed widgets

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Samsara logo

Cloud-based fleet operations management platform

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Samsara is a fleet operations management platform which helps businesses across various industries including transportation, logistics, and construction streamline fleet operations with features such as GPS fleet tracking, ELD compliance, routing and dispatch, documents, reporting and alerts, 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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Splunk Enterprise logo

Machine data management and analytics

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Splunk Enterprise is a cloud-based platform designed to assist businesses with big data management and analysis of machine data. Key features include data visualization, performance metrics, data collection, real-time search, indexing, KPI tracking, reporting, and monitoring.

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PRTG logo
Category Leaders

Network Monitoring For Serious Professionals

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PRTG monitors your network 24/7 to timely alert you to issues before they become emergencies.

Monitor all the systems, devices, traffic, and applications in your IT infrastructure.

Everything is included with PRTG; there is no need for additional plugins or downloads.

PRTG is a powerful and easy!

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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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Wolfram Mathematica logo

Simulation solution for technical computing.

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Wolfram Mathematica is a simulation solution that offers a variety of functions including natural language input, real-world data capabilities, high-powered computation, and more. The platform provides various features such as machine learning, data science, and visualization. Its intuitive interface, predictive suggestions, and rich document organization make it incredibly user-friendly.

Read more about Wolfram Mathematica

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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.

Read more about Pandora FMS

Users also considered
TRACTIAN logo
Category Leaders

Condition monitoring and asset performance management 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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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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Users also considered
CARL Source logo

Empowering maintenance with smart CMMS solutions.

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CARL Source CMMS/EAM revolutionizes maintenance thanks to implementations with IoT devices, for companies in all sectors.
Leverage field data (connected objects, connected machines) for optimal equipment monitoring, data collection and procedure automation.
Get the most out of your equipments.

Read more about CARL Source

Users also considered
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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Users also considered
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.

Read more about Vorne XL Platform

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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.

Read more about Google Cloud IoT

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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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Checkmk logo

Infrastructure & application monitoring software

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Measure both internal and external environmental values of smart devices. This includes metrics like fluctuations in temperature, humidity and power outages.

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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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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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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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