Best Industrial IoT Software - Page 4

How Many Industrial IoT Software Products Does G2 Track?

Total Products under this Category: 182

Category Stats (Sep 2026)

  • Average Rating: 4.48/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Evocon (+0.21%) - Among all products in this category, Evocon recorded the largest rating increase compared to last month

Last updated: September 05, 2026

How Does G2 Rank Industrial IoT Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 2,000+ Authentic Reviews
  • 182+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Industrial IoT Software

G2 Grid® for Industrial IoT Software plotting products by satisfaction and market presence

Highlighted products: Ignition, Pelion IoT Connectivity, Insights Hub, HiveMQ, TRACTIAN, Geotab, AWS IoT SiteWise, and Tulip.

Underlying data: [Grid® JSON](https://www.g2.com/categories/industrial-iot/grids.json?focus%5B%5D=inductive-automation-ignition&focus%5B%5D=pelion-iot-connectivity&focus%5B%5D=siemens-digital-industries-software-insights-hub&focus%5B%5D=hivemq&focus%5B%5D=tractian-tractian&focus%5B%5D=geotab&focus%5B%5D=aws-iot-sitewise&focus%5B%5D=tulip-interfaces-tulip)

RootCloud

RootCloud is a leading industrial internet service provider specializing in cloud computing and Internet of Things solutions tailored for industrial applications. Established in 2016 and headquartered in Guangzhou, China, RootCloud offers a comprehensive platform that connects industrial assets, facilitating seamless integration across connection, platform, and application layers. This end-to-end approach empowers machine manufacturers, equipment users, and regulatory agencies to manage machines online, enhance smart manufacturing processes, and leverage industrial AI for improved operational efficiency. Key Features and Functionality: - Extensive Connectivity: Supports over 1,300 industrial protocols, enabling the connection of diverse industrial equipment types. - Advanced Data Analytics and AI: Utilizes multi-source big data and artificial intelligence to collect and analyze vast amounts of industrial equipment data with low latency and high reliability. - Digital Twin Modeling: Facilitates rapid configuration of digital twin models for complex equipment, allowing for accurate assessment and prediction of equipment performance and potential failures. - Diverse Industrial Applications: Offers a repository of over 5,400 industrial applications, with more than 600 capable of collaborating with other industrial software, enhancing operational capabilities. Primary Value and Solutions Provided: RootCloud addresses the critical need for digital transformation in the industrial sector by providing a robust platform that connects and manages industrial assets efficiently. By enabling real-time data collection, advanced analytics, and seamless integration of industrial applications, RootCloud helps organizations optimize operations, predict and prevent equipment failures, and enhance overall productivity. This comprehensive approach not only streamlines manufacturing processes but also supports the development of smart factories and digital enterprises, positioning RootCloud as a pivotal partner in the journey toward Industry 4.0.

Average Rating: 4.8/5.0

Total Reviews: 2

Who Is the Company Behind RootCloud?

  • Seller: RootCloud
  • Year Founded: 2016
  • HQ Location: Guangzhou, CN
  • Twitter: @ROOTCLOUDGlobal
    330 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    151 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Do G2 Reviewers Say About RootCloud?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the analytics capabilities of RootCloud, enhancing their understanding of device management insights.
  • Users value the ease of use of RootCloud, simplifying monitoring and ensuring a secure IT environment effortlessly.
  • Users value the ease of monitoring in RootCloud, simplifying complex tasks and ensuring smooth IT operations.
  • Users value the remote management capabilities of RootCloud, enhancing device oversight and analytical insights.
  • Users appreciate the security features of RootCloud, ensuring a smooth and safe IT environment for their companies.
Cons
  • Users experience difficult navigation due to overwhelming features, making it hard to find what they need swiftly.
  • Users experience navigation issues with RootCloud due to information overload from the many bundled features.

What Are Recent G2 Reviews of RootCloud?

Vimachem Pharma MES Platform

Purpose-built for the life sciences industry, the Vimachem MES modular platform has been deployed across 200+ pharma sites globally, helping manufacturers boost process efficiency, enhance product quality, & reduce compliance risk & lead times. Smart, flexible, & built with the pharma operator in mind, the Vimachem Pharma MES leverages Artificial Intelligence (AI), the Industrial Internet of Things (IIoT), & cloud computing to enable rapid, scalable digital transformation. Its modular architecture allows for deployment as a standalone solution or full integration with enterprise systems like ERP, CMMS, QMS, & LIMS, enabling implementation in weeks & delivering fast time to value. The composable Vimachem Pharma MES includes: eBR: AI-powered batch digitization with a flexible designer & review by exception. Weigh&Dispense: Native connectivity with all major pharma/biopharma industrial scales. eLogbooks: AI-driven digital logbooks with room status & workflow management. Manufacturing Analytics & OEE: Real-time insights to increase efficiency, reduce downtime, & optimize performance. Digital Work Instructions: Step-by-step instructions for changeover, cleaning, & in-process control. Serialization Manager: Level 3&4 serialization with pre-validated interfaces to major Level 2 & Level 4/5 systems. IIoT Edge Machine Connectivity Module.

Average Rating: 4.3/5.0

Total Reviews: 6

Who Is the Company Behind Vimachem Pharma MES Platform?

  • Seller: Vimachem
  • Year Founded: 2014
  • HQ Location: Queens, US
  • LinkedIn® Page: www.linkedin.com
    82 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Pharmaceuticals
  • Company Size: 83% Medium, 17% Small

What Do G2 Reviewers Say About Vimachem Pharma MES Platform?

AI-generated summary from verified user reviews

Pros
  • Users praise the outstanding communication and support from Vimachem, ensuring quick and efficient handling of requests.
  • Users commend the outstanding customer support from Vimachem, consistently handling requests promptly and efficiently.
  • Users appreciate the strong IoT integration and robust reporting of Vimachem Pharma MES, facilitating efficient data management.
  • Users commend the seamless integration capabilities of Vimachem Pharma MES Platform, enhancing efficiency across packaging lines.
  • Users value the seamless manufacturing integration of Vimachem, leading to improved efficiency and real-time production visibility.
Cons
  • Users find the complexity of advanced reporting features challenging to navigate, requiring additional training for effective use.
  • Users find the complex usability of Vimachem Pharma MES Platform challenging, especially in navigating advanced features and onboarding documentation.
  • Users find the difficult learning curve of Vimachem Pharma MES Platform challenging, requiring extra training to navigate effectively.
  • Users find that the difficult navigation of advanced reporting features requires time and additional training to master.
  • Users express concern over the expensive additional functionalities that increase overall costs unexpectedly during implementation.

What Are Recent G2 Reviews of Vimachem Pharma MES Platform?

Bridgera Monitoring

Bridgera Monitoring is a user-friendly, highly customizable industrial IoT application that companies can use to monitor their devices in real time and make data-driven decisions.

Average Rating: 4.5/5.0

Total Reviews: 1

Who Is the Company Behind Bridgera Monitoring?

  • Seller: Bridgera
  • Year Founded: 2015
  • HQ Location: Raleigh, US
  • LinkedIn® Page: www.linkedin.com
    75 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Do G2 Reviewers Say About Bridgera Monitoring?

AI-generated summary from verified user reviews

Pros
  • Users praise the ease of data management with Bridgera Monitoring, enabling seamless configuration from various industrial devices.
  • Users enjoy the convenience of remote management provided by Bridgera Monitoring for effective asset monitoring.
Cons
  • Users find the limited features of Bridgera Monitoring restrict analytical capabilities, lacking essentials like prediction models and anomaly detection.

What Are Recent G2 Reviews of Bridgera Monitoring?

Bright Wolf Industrial IoT Platform

Bright Wolf helps industrial enterprises create their own IoT platform running on Microsoft Azure, AWS, Google Cloud Platform, or on-premises. Solution accelerators at the edge and cloud provide data management and other common IoT capabilities, enabling development teams to focus on building value rather than infrastructure that does not differentiate their products or service offerings.

Average Rating: 4.5/5.0

Total Reviews: 1

Who Is the Company Behind Bright Wolf Industrial IoT Platform?

  • Seller: Bright Wolf
  • HQ Location: Durham, US
  • Twitter: @bright_wolf
    452 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    18 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Do G2 Reviewers Say About Bright Wolf Industrial IoT Platform?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the customization capabilities of Bright Wolf Industrial IoT Platform, making it versatile for various industries.
  • Users value the high security of Bright Wolf Industrial IoT Platform, ensuring their data is well-protected.
  • Users value the simple UI and setup of Bright Wolf, appreciating its versatility across various industries.
  • Users appreciate the simple and secure UI of Bright Wolf, valuing its customization for various industry use cases.
Cons
  • Users experience slow performance with the Bright Wolf IoT Platform, facing delays and occasional hardware connection issues.
  • Users experience occasional technical issues, including lost hardware connections and longer computing times affecting accuracy.

What Are Recent G2 Reviews of Bright Wolf Industrial IoT Platform?

Cerebra

Cerebra is an award winning Machine Intelligence Platform powering the offerings for OEMs. Cerebra enables OEMs to ingest latent machine data real time and identify signals to power value added offerings like Asset as a Service, Advanced Maintenance Programs, Autonomous Spare Parts Refurbishment and Benchmarking services.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Cerebra?

Who Uses This Product?

  • Company Size: 100% Medium

What Do G2 Reviewers Say About Cerebra?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of deployment with Cerebra, noting its reliability and user-friendly nature.
  • Users appreciate the ease of implementation of Cerebra, finding it straightforward to use and deploy effectively.
  • Users appreciate the ease of use and deployment of Cerebra, highlighting its reliable and low-cost benefits.
  • Users value the high reliability of Cerebra, praising its low cost and ease of deployment.
Cons
  • Users note a lack of features in Cerebra, leading to mixed experiences compared to other platforms.

What Are Recent G2 Reviews of Cerebra?

Crosser

Crosser designs and develops a hybrid-first Streaming Analytics & Integration software for any Cloud, On-premise or Edge. The Crosser Platform enables real-time processing of streaming, event-driven or batch data for Intelligent Pipelines & Automations and for Industrial IoT. All managed from a single Control Center and powered by a low-code and low-effort experience.

Average Rating: 4.5/5.0

Total Reviews: 2

Who Is the Company Behind Crosser?

Who Uses This Product?

  • Company Size: 50% Large, 50% Small

What Are Recent G2 Reviews of Crosser?

Datanomix

Datanomix Production Monitoring software gives you visibility into the root cause of issues and prescriptive guidance on how to fix them. Real-time and historical insights show your entire team where they need to focus NOW to meet your delivery and profitability goals.

Average Rating: 4.8/5.0

Total Reviews: 7

Who Is the Company Behind Datanomix?

  • Seller: Datanomix
  • Year Founded: 2018
  • HQ Location: Nashua, US
  • Twitter: @DatanomixInc
    900 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    36 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 86% Medium, 29% Small

What Do G2 Reviewers Say About Datanomix?

AI-generated summary from verified user reviews

Pros
  • Users value the automation capabilities of Datanomix, enhancing data-driven decision-making while saving valuable time.
  • Users value the data-driven decision-making enabled by Datanomix, enhancing efficiency and insights in manufacturing processes.
  • Users value the customization options in Datanomix, enhancing their insights and decision-making processes effectively.
  • Users value the intuitive dashboards of Datanomix, facilitating data-driven decisions with ease and efficiency.
  • Users value the aesthetically pleasing dashboards of Datanomix, which enhance insights and support automated decision-making.

What Are Recent G2 Reviews of Datanomix?

DataTalk AI Alarm & Notify

DataTalk AI Alarm & Notify offers intelligent, real-time monitoring that integrates seamlessly with your equipment, instantly alerting you to any irregularities through multiple channels like email, WhatsApp or Slack. With its AI Bot Talkie feature, you can interact directly with your system for real-time insights and solutions—providing the equivalent of 24/7 expert oversight. Even if you already have a SCADA system in place, you can benefit from the enhanced features and capabilities that AI Alarm & Notify brings.

Average Rating: 4.3/5.0

Total Reviews: 2

Who Is the Company Behind DataTalk AI Alarm & Notify?

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Do G2 Reviewers Say About DataTalk AI Alarm & Notify?

AI-generated summary from verified user reviews

Pros
  • Users find the ease of implementation of DataTalk AI Alarm & Notify makes it a seamless solution for notifications.
  • Users find the ease of use of DataTalk AI Alarm & Notify to be a significant advantage for their teams.
Cons
  • Users are frustrated by the limited platform support, as macOS users are excluded from accessing DataTalk AI.

What Are Recent G2 Reviews of DataTalk AI Alarm & Notify?

Datonis

Datonis is an IoT software platform that connect any "Thing" to the cloud to have operational dashboards, condition based monitoring (CBM), predictive analytics to help drive valuable consumer insights across manufacturing industries, work sites, cities, homes, offices, agriculture and retail environments.

Average Rating: 4.0/5.0

Total Reviews: 1

Who Is the Company Behind Datonis?

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Datonis?

Davra

Davra believes in harnessing the power of the Internet of Things. Founded in 2012, the goal was to help companies, fleet owners, OEMs, municipalities and others leverage existing and nascent technologies with equal agility, and they have since established a success-packed portfolio. While nobody can quite predict how the IoT of the future might shape up, Davra are committed to leading the charge.

Average Rating: 4.0/5.0

Total Reviews: 1

Who Is the Company Behind Davra?

  • Seller: Davra
  • Year Founded: 2011
  • HQ Location: Sunnyvale, US
  • Twitter: @davra_iot
    2,766 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    33 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Davra?

Dragos Platform

The Dragos Platform is the most effective technology for securing OT environments. Providing automated asset discovery and monitoring capabilities, the Platform delivers asset inventory and visibility across the network. Powered by Dragos OT Cyber Threat Intelligence, the Platform accurately detects threats, providing actionable insights. With a risk-based vulnerability database and risk scoring system, users efficiently prioritize security actions considering operational needs. Expertly crafted OT Response Playbooks streamline investigations in complex operational environments, leveraging insights from the largest ICS/OT practitioner team to effectively respond to adversaries.

Average Rating: 3.8/5.0

Total Reviews: 2

Who Is the Company Behind Dragos Platform?

  • Seller: Dragos
  • Year Founded: 2016
  • HQ Location: Hanover, US
  • Twitter: @DragosInc
    26,498 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    552 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of Dragos Platform?

Gaonic Industrial IoT Central

A real-time, cloud-based IoT for data, analytics and visualization platform for connected enterprises.

Average Rating: 4.5/5.0

Total Reviews: 1

Who Is the Company Behind Gaonic Industrial IoT Central?

  • Seller: Gaonic
  • HQ Location: Yarhiv, Israel
  • Twitter: @GaonicLtd
    732 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Gaonic Industrial IoT Central?

ifm moneo

moneo is ifm's Industrial Internet of Things (IIoT) software platform designed to help you take the next step in your Industry 4.0 journey to smart manufacturing. Overall Equipment Effectiveness is the gold standard for measuring manufacturing productivity. The moneo Industry 4.0 software integrates into your existing SCADA System, Manufacturing Execution System (MES), and Computerized Maintenance Management System (CMMS). It converts sensor data into information that provides actionable insights to improve OEE. Avoid unplanned downtime through predictive maintenance and condition-based monitoring techniques you can set up in minutes. Continue your digital transformation to IoT manufacturing with the moneo predictive maintenance software platform from ifm.

Average Rating: 4.5/5.0

Total Reviews: 1

Who Is the Company Behind ifm moneo?

  • Seller: ifm
  • Year Founded: 1969
  • HQ Location: Essen, DE
  • LinkedIn® Page: www.linkedin.com
    4,670 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of ifm moneo?

Ivanti Neurons for IIoT

With Ivanti Neurons for IIoT, data gathered from connected devices and Velocity apps yield critical business insights to help measure productivity, identify bottlenecks, and get your business further on the journey to operational excellence.

Average Rating: 3.5/5.0

Total Reviews: 1

Who Is the Company Behind Ivanti Neurons for IIoT?

  • Seller: Ivanti
  • Year Founded: 1985
  • HQ Location: South Jordan, UT
  • Twitter: @GoIvanti
    6,761 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,026 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Do G2 Reviewers Say About Ivanti Neurons for IIoT?

AI-generated summary from verified user reviews

Pros
  • Users value the robust security features of Ivanti Neurons for IIoT, enhancing protection with effective risk management.
  • Users value the robust security features of Ivanti Neurons for IIoT, enhancing their system’s protection and management.
Cons
  • Users find the difficult learning curve of Ivanti Neurons challenging, particularly for newcomers to IIoT tools.

Kosmos IoT

Temboo helps you make an Impact at the Intersection of Hardware, Software, and Human Aspiration

Average Rating: 4.3/5.0

Total Reviews: 2

Who Is the Company Behind Kosmos IoT?

  • Seller: Temboo
  • Year Founded: 2013
  • HQ Location: New York, US
  • Twitter: @temboo
    3,430 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    11 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Kosmos IoT?

Nathan Calabrese
NC
Researched and written by Nathan Calabrese
Updated October 3, 2024