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IoT Software with Data Storage Management (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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User rating

69 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.

Read more about Google Cloud

Users also considered
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.

Read more about Fracttal One

Users also considered
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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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!

Read more about PRTG

Users also considered
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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TRACTIAN logo
Category Leaders

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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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/EAM 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
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

Users also considered
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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Users also considered
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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Users also considered
AppDynamics logo

Application Performance Management (APM)

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AppDynamics Application Intelligence platform empowers today’s software-defined businesses with the ability to proactively manage and optimize complex software environments in real time. It’s more than monitoring—it’s true Application Intelligence with cloud or on-premise deployment flexibility.

Read more about AppDynamics

Users also considered
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.

Read more about Ubidots

Users also considered
Manusis4 logo

Maintenance Management Platform

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Manusis4 is a 100% Cloud-based, multi-user, IoT-ready, mobile asset management & maintenance platform, that can increase efficiency and reduce costs, with functionalities like CMMS, EAM, Mobile, Facilities, WCM, Operations, Projects, Fleet, Inventory, Safety, IoT, Digital Twin, and Integrations.

Read more about Manusis4

Users also considered
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.

Read more about Lobster Data World

Users also considered
Mingo Smart Factory logo

Real-time data fast and accurate with optimization insights.

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Mingo Smart Factory is a complete IoT solution for production visibility and insight. Unlike ERP systems, Mingo 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

Read more about Mingo Smart Factory

Users also considered
SMS-iT logo

Unlock Growth, Elevate Engagement: A Semi-Sentient CRM.

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SMS-iT is a semi-sentient communication-focused CRM for sales and marketing. It is an all-in-one system designed for infinite growth, providing a comprehensive suite of tools for lead acquisition, client nurturing, sales management, and client retention.

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Users also considered
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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Users also considered
Memfault logo

Embedded Device Observability and OTA Updates

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Memfault is an embedded observability platform that enables device developers to monitor hardware & firmware performance, remotely investigate bugs, & incrementally rollout OTA updates to devices. With Memfault, reliability is built into your devices keeping you stress-free and your customers happy.

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Users also considered
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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Users also considered
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.

Read more about The Asset Guardian (TAG)

Users also considered
akenza logo

Low code IoT application enablement platform

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akenza is a cloud-based IoT application enablement platform that provides businesses with tools to control and manage IoT devices on a centralized platform. Supervisors can use the 4D-agnostic tool to gain an overview of device behavior through data visualization.

Read more about akenza

Users also considered
Worximity logo

Manufacturing analytics software

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Worximity is a cloud-based manufacturing software that helps companies with their performance, processes and analytics.

Read more about Worximity

Users also considered