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IoT Software with Collaboration Tools (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

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Devices supported

Organization types

User rating

48 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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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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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.

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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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zzBots logo

Integration and workflow management solution for businesses

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zzBots is a web-based solution which helps businesses of all sizes integrate applications and automate workflows. Key features include bot creation, automated notifications, search/filter, data synchronization, records management, and data transfer.

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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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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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Metronome logo

Operate Smartly, Adapt Instantly.

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Metronome - Transform your operations with real-time agility. Seamlessly allocate resources, adapt on-the-fly, and dispatch tasks for optimized efficiency.

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AGRIVI logo

Inventory and farm management software

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AGRIVI is a farm management software that supports all stakeholders of the agri-food value chain with everything needed to get value from farm data, manage risks and maximize profitability.

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Pega Platform logo

Business process management software

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Pega platform is a business process management software designed to help organizations in various industries, including retail, financial services, and healthcare enhance customer loyalty, generate new business, and improve productivity. It helps companies manage and automate their business processes, offering features like self-service portals, analytics and reporting, workflow automation, and management of documents.

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9Spokes logo

Smart business management in one-tab.

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9Spokes is a business dashboard that natively integrates with the business apps you use. 360-degree coverage of your business from one view. Make smarter, data-driven decisions.

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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.

Read more about The Asset Guardian (TAG)

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resilienceOS logo

Adapts to the way you want to operate.

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resilienceOS: Your unified operating system for security risk, critical event management and operational resilience.

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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.

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MonitorApp logo

One product, multiple solutions. The industrial IoT platform

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Industry agnostic solution, a plug & play digital transformation experience. One product, multiple solutions. The industrial IoT platform that drives operational performance.

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SpinalTwin Suite logo

Empowering digital buildings

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SpinalTwin helps you to optimize the operations of any type of facilities/assets.

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iGromi logo

Real-time OEE, production tracking & workflow automation

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MES software for SMB manufacturers. Track production in real time, calculate OEE automatically, and reduce downtime with Pareto analysis. Visual workflow designer for any production type. Free software—only pay once for on-premise hardware. Deploy in days.

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Users also considered
Oracle Fusion Cloud SCM logo

Supply chain management suite

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Oracle Fusion Cloud SCM Cloud is a cloud-based supply chain management solution that offers distribution, manufacturing, inventory management and fleet management within a suite.

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