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IoT Software with Reporting & Statistics (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

Pricing model

Devices supported

Organization types

User rating

87 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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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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Users also considered
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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Twilio logo
Category Leaders

Build, Scale, and Operate Customized Communication Solutions

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Twilio offers an API for phone services enabling companies to make and receive phone calls and send and receive text messages. It allows programmers to integrate various communication methods and to use existing web development skills and codes to solve communication problems.

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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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Telnyx Suite logo

All-in-one communications platform & API

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Telnyx is an all-in-one communications platform which delivers voice, messaging & IP services for applications & communications companies. Telnyx enables users to integrate, manage & analyze all of their voice & messaging needs with features like elastic SIP trunking, programmable SMS, & more

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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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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.

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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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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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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
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
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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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.

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Users also considered
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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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.

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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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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
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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Users also considered
Geoforce ASCEND logo

Welcome to the next level in Fleet Management.

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ASCEND is a cloud-based IoT platform that helps small to large businesses in transportation, logistics, oil, agriculture, and other sectors streamline fleet operations via asset tracking, custom reports, maintenance scheduling, inspection records, and more. The platform provides complete visibility into operations, best-in-class maintenance, route optimization, and dispatch tools that enable fleets to work smarter, operate safer, and delight customers.

Read more about Geoforce ASCEND

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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.

Read more about Azolla

Users also considered