Best Industrial IoT Software

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)

Ignition

Ignition by Inductive Automation is a universal industrial automation software platform that enables your organization to connect, design, build, and deploy industrial applications at an enterprise scale. Serving as a central hub for Operational Technology (OT), Ignition unifies real-time data from Programmable Logic Controllers (PLCs), databases, IIoT devices, and enterprise systems into a single, cohesive system of record. Key Capabilities and Features Open Standards: Ignition provides a single environment built on open standards — including SQL, Python, OPC UA, and MQTT — to rapidly develop and scale interoperable control systems. Web-Based SCADA Software: Ignition provides a modern, centralized supervisory control and data acquisition (SCADA) system. Web-Based HMI Deployment: Ignition uses cross-platform HTML5 architecture to instantly deploy secure, responsive industrial clients to any desktop, monitor, or mobile device. MES (Manufacturing Execution Systems): Ignition includes MES modules for seamless tracking, scheduling, and analysis of plant-floor operations. IIoT (Industrial Internet of Things): Ignition provides robust edge computing, cloud data pipeline integrations, remote telemetry, and support for Unified Namespace architectures. Custom Automation Solutions: Ignition has flexible scripting and data modeling that enables you to build Digital Transformation solutions that fit your specific operational workflows. IT/OT Convergence: Ignition natively bridges the gap between plant-floor control hardware and enterprise IT infrastructures, empowering data-driven decision-making across the enterprise. Why System Integrators Choose Ignition’s Unlimited Licensing Model: Ignition disrupts expensive per-client, per-tag licensing with a flat-rate server license offering unlimited tags, clients, designers, connections, concurrent clients, screens, and devices. This eliminates scaling friction and reduces Total Cost of Ownership (TCO).

Average Rating: 4.8/5.0

Total Reviews: 39

Who Is the Company Behind Ignition?

  • Seller: Inductive Automation
  • Company Website:
  • Year Founded: 2003
  • HQ Location: Folsom, California, United States
  • Twitter: @InductiveAuto
    5,538 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    419 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Industrial Automation, Manufacturing
  • Company Size: 43% Small, 30% Medium

What Are Recent G2 Reviews of Ignition?

What Are G2 Users Discussing About Ignition?

Pelion IoT Connectivity

Pelion: Global IoT Connectivity Made Effortless What is Pelion? Pelion helps customers rapidly deploy, connect, secure and manage IoT Connectivity for operations of any scale or use case. With Pelion’s market leading eSIM eUICC technology you can experience flexible and seamless multi carrier access with one SIM spanning 600+ networks in over 150 countries. Pelion offers you the best network access and the best data rates, across the most reliable mobile networks globally. Providing greater visibility and control of every single eSIM connection across your estate with our scalable and simple-to-use management platform. By combining the best in connectivity, software and services Pelion empowers ambitious businesses in energy, e-mobility, manufacturing, transportation, retail and healthcare to deploy faster, reduce costs, mitigate risk and simplify operations.

Average Rating: 4.3/5.0

Total Reviews: 147

Who Is the Company Behind Pelion IoT Connectivity?

  • Seller: Pelion
  • Company Website:
  • Year Founded: 2002
  • HQ Location: Glasgow, Scotland, United Kingdom
  • Twitter: @PelionIoT
    183 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    133 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Transportation/Trucking/Railroad, Information Technology and Services
  • Company Size: 44% Small, 27% Medium

What Do G2 Reviewers Say About Pelion IoT Connectivity?

AI-generated summary from verified user reviews

Pros
  • Users find Pelion IoT Connectivity to be straightforward and easy to use, facilitating efficient support for their customer base.
  • Users commend the excellent customer support from Pelion, ensuring prompt assistance and resolution for IoT connectivity issues.
  • Users commend the reliable global cellular connectivity of Pelion IoT Connectivity, enhancing device management and operational efficiency.
  • Users value the reliable global cellular connectivity of Pelion IoT Connectivity, enhancing their IoT operations in challenging areas.
  • Users find the initial setup easy, benefiting from smooth configuration on Linux-based platforms without hassle.
Cons
  • Users face SIM issues during onboarding and challenges with obtaining SIM cards, complicating the overall experience.
  • Users experience poor support with slow response times and difficulty in obtaining information about available operators.
  • Users face technical issues such as data access problems and functionality limitations in the dashboard, complicating their experience.
  • Users face SIM management issues that complicate workflows, requiring manual requests for retired SIMs and challenging acquisition processes.
  • Users experience technical difficulties due to reliance on third-party services, affecting performance and communication during outages.

What Are Recent G2 Reviews of Pelion IoT Connectivity?

Insights Hub

Insights Hub is a solution for Data-Driven Manufacturing. It is designed to help users harness the power of data generated from assets and operations within smart manufacturing environments and implement a continuous improvement process. It leverages AI to transform raw data into actionable insights, enabling organizations to continuously enhance their manufacturing processes and make informed decisions that drive operational excellence. Targeted primarily at manufacturers and industrial operators, Insights Hub serves a diverse audience that includes equipment manufacturers, facility managers, and production teams. The solution addresses a variety of use cases, such as asset monitoring, performance optimization, quality improvement, and maintenance streamlining. By utilizing Insights Hub, organizations can gain a comprehensive understanding of their operations, identify inefficiencies, and implement strategies that lead to enhanced productivity and reduced costs. This makes it an essential tool for businesses looking to stay competitive in an increasingly data-driven industry. Insights Hub encompasses several key features that cater to specific operational needs. For instance, Insights Hub Monitor allows users to track asset performance in real-time, providing critical data that can inform maintenance schedules and operational adjustments. This feature is particularly beneficial for organizations aiming to minimize downtime and maximize the availability of their equipment. Insights Hub OEE focuses on overall equipment effectiveness, helping organizations analyze performance metrics to improve efficiency and reduce downtime. Additionally, Insights Hub Quality Prediction enhances quality inspection processes by utilizing predictive analytics to identify potential defects before they occur, thereby minimizing rework and waste. Insights Hub Asset Health and Maintenance is tailored for equipment manufacturers and operators, offering tools to streamline maintenance services and extend asset lifecycles. Insights Hub is also providing dedicated solutions to improve sustainability, leveraging Machine Learning to reduce energy and resource consumption. It also enhances traceability and facilitates containment of issues, avoiding negative impact on customers. By integrating these features, Insights Hub delivers significant value to its users. Insights Hub not only improves operational decision-making through data-driven insights but also fosters a culture of continuous improvement within manufacturing environments. The expanded portfolio, which includes software, IoT-connected hardware, and related services, allows customers and partners within the Siemens Xcelerator ecosystem to develop industry-specific applications tailored to their unique operational challenges. This adaptability ensures that Insights Hub remains relevant and effective in a rapidly evolving industrial landscape, positioning organizations to thrive in the era of smart manufacturing.

Average Rating: 4.5/5.0

Total Reviews: 66

Who Is the Company Behind Insights Hub?

Who Uses This Product?

  • Top Industries: Industrial Automation, Food & Beverages
  • Company Size: 37% Large, 33% Small

What Do G2 Reviewers Say About Insights Hub?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Insights Hub, finding dashboards and reporting simpler and more intuitive.
  • Users love the centralized platform of Insights Hub, which effectively integrates data and enhances performance monitoring.
  • Users find Insights Hub to be incredibly user-friendly, simplifying data management and enhancing decision-making efficiency.
  • Users love the easy integrations of Insights Hub, enhancing data availability and supporting streamlined performance monitoring.
  • Users value the custom dashboards of Insights Hub for their intuitive design and ability to simplify data visualization.
Cons
  • Users find the learning curve steep, indicating a need for improved user-friendliness and smoother navigation.
  • Users desire more customization options for report designs in Insights Hub to enhance versatility and detail.
  • Users often face navigation issues in Insights Hub, finding the interface complex and experience not user-friendly.
  • Users find the poor usability of Insights Hub challenging due to its complex interface and navigation issues.
  • Users find difficult navigation in Insights Hub, requiring time or assistance to understand the platform effectively.

What Are Recent G2 Reviews of Insights Hub?

HiveMQ

HiveMQ is the Industrial Data Platform helping enterprises move from connected devices to intelligent operations. Built on the MQTT standard and a distributed edge-to-cloud architecture, HiveMQ connects and governs industrial data in real time, enabling organizations to act with intelligence. With proven reliability, scalability, and interoperability, HiveMQ provides the foundation industrial companies need to operationalize AI, powering the next generation of intelligent industry. Global leaders including Audi, BMW, Eli Lilly, Liberty Global, Mercedes-Benz, and Siemens trust HiveMQ to run their most mission-critical operations.

Average Rating: 4.5/5.0

Total Reviews: 92

Who Is the Company Behind HiveMQ?

  • Seller: HiveMQ
  • Company Website:
  • Year Founded: 2012
  • HQ Location: Landshut, Bayern
  • Twitter: @HiveMQ
    2,863 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    158 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 43% Medium, 36% Small

What Do G2 Reviewers Say About HiveMQ?

AI-generated summary from verified user reviews

Pros
  • Users praise HiveMQ for its exceptional reliability, ensuring seamless performance and minimal downtime for IoT applications.
  • Users appreciate the stability and performance of HiveMQ, enabling seamless handling of IoT data and client management.
  • Users praise the excellent monitoring tools of HiveMQ, enabling quick troubleshooting and visibility into system performance.
  • Users commend the efficiency improvement offered by HiveMQ, making real-time IoT messaging scalable and reliable.
  • Users benefit from excellent customer support, receiving prompt responses and assistance for setting up IoT devices efficiently.
Cons
  • Users find HiveMQ to be expensive, leading to concerns about pricing clarity and competitiveness for smaller enterprises.
  • Users find the difficult learning curve for advanced features of HiveMQ challenging, particularly for new users and smaller teams.
  • Users face usability issues with HiveMQ due to a steep learning curve and complex configurations for new users.
  • Users face technical issues with HiveMQ, including performance overhead and challenging configurations that hinder efficiency.
  • Users note that UX improvement is needed for device management and connection testing, affecting overall usability.

What Are Recent G2 Reviews of HiveMQ?

What Are G2 Users Discussing About HiveMQ?

TRACTIAN

Tractian is the AI-powered platform for Predictive Maintenance and Production Performance chosen by 1,500 of the world’s most demanding manufacturers. We provide an end-to-end "Plug & Play" ecosystem that combines IoT sensors, software, and patented AI to protect operations and cut unplanned downtime. Trusted by global leaders like Bosch, KraftHeinz, Stellantis, Whirlpool, and Cummins, Tractian enables maintenance, reliability, and production teams to: ✔️Catch failures weeks in advance with real-time machine health monitoring ✔️Have full visibility of the plant through high-fidelity data sampled by industrial-grade sensors ✔️Meet demand and hit production goals with performance tracking ✔️Unify the shop floor with tools for maintenance and production teams Backed by its own security management system certified with ISO 27001 and SOC 2 Type II, Tractian can deliver up to 7x ROI in the first year and reduce unplanned downtime by 43%.

Average Rating: 4.7/5.0

Total Reviews: 53

Who Is the Company Behind TRACTIAN?

  • Seller: Tractian
  • Company Website:
  • Year Founded: 2019
  • HQ Location: Atlanta, GA
  • Twitter: @tractian
    523 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    889 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Manufacturing, Food & Beverages
  • Company Size: 42% Medium, 21% Small

What Do G2 Reviewers Say About TRACTIAN?

AI-generated summary from verified user reviews

Pros
  • Users commend the ease of use of TRACTIAN, highlighting its clear information and user-friendly integration process.
  • Users highlight the timely and precise customer support of TRACTIAN, enhancing their overall experience and satisfaction.
  • Users appreciate TRACTIAN for its real-time monitoring capabilities, enhancing equipment management and reducing downtime effectively.
  • Users appreciate TRACTIAN for its real-time monitoring, enhancing equipment maintenance and reducing unplanned downtime effectively.
  • Users value the efficiency of TRACTIAN, enhancing productivity and minimizing delays with easy-to-use machine health sensors.
Cons
  • Users find the complex usability of TRACTIAN challenging, particularly in setup and mobile interface navigation.
  • Users find the difficult learning curve of TRACTIAN hampers efficient use, especially for occasional users needing training.
  • Users feel the product is a bit expensive, requiring a budget increase and staff training for effective use.
  • Users find the learning curve steep, requiring extra training and adjustment time for effective use of TRACTIAN.
  • Users find the usability issues of TRACTIAN frustrating, especially on mobile devices and during setup.

What Are Recent G2 Reviews of TRACTIAN?

Geotab

Geotab is a global leader in connected vehicle and asset management solutions, with headquarters in Oakville, Ontario and Atlanta, Georgia. Our mission is to make the world safer, more efficient, and sustainable. We leverage advanced data analytics and AI to transform fleet performance and operations, reducing cost and driving efficiency. Backed by top data scientists and engineers, we serve approximately 100,000 global customers, processing 100 billion data points daily from more than 5 million vehicle subscriptions. Geotab is trusted by Fortune 500 organizations, mid-sized fleets, and the largest public sector fleets in the world, including the US Federal government. Committed to data security and privacy, we hold FIPS 140-3 and FedRAMP authorizations. Our open platform, ecosystem of outstanding partners, and Geotab Marketplace deliver hundreds of fleet-ready third-party solutions. This year, we're celebrating 25 years of innovation.

Average Rating: 4.5/5.0

Total Reviews: 226

Who Is the Company Behind Geotab?

  • Seller: Geotab
  • Company Website:
  • Year Founded: 2000
  • HQ Location: Oakville, CA
  • Twitter: @GEOTAB
    6,111 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,209 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Safety Manager
  • Top Industries: Transportation/Trucking/Railroad, Construction
  • Company Size: 40% Small, 36% Medium

What Do G2 Reviewers Say About Geotab?

AI-generated summary from verified user reviews

Pros
  • Users find Geotab's platform easy to use, with smooth setup and effective telematics tracking enhancing their experience.
  • Users value the user-friendly functionality and impressive live updates provided by Geotab's innovative features.
  • Users commend Geotab for its excellent customer support, enhancing their experience and simplifying fleet management.
  • Users value the ease of use and detailed insights provided by Geotab, enhancing safety and decision making.
  • Users appreciate the user-friendly interface of Geotab, finding it easy to navigate with robust features.
Cons
  • Users notice some clunky messaging and report features in Geotab, which hinder overall user experience.
  • Users often experience poor usability with Geotab's features, finding them clunky and not intuitive enough for effective use.
  • Users experience slow performance with Geotab, particularly when running reports or during critical tasks, impacting efficiency.
  • Users experience frequent technical issues with the Geotab app, including crashes and freezing during critical times.
  • Users find the complexity of reporting frustrating, as it complicates tracking vehicle activity effectively.

What Are Recent G2 Reviews of Geotab?

What Are G2 Users Discussing About Geotab?

AWS IoT SiteWise

AWS IoT SiteWise is a managed service that makes it easy to collect and organize data from industrial equipment at scale. You can easily monitor equipment across your industrial facilities to identify waste, such as breakdown of equipment and processes, production inefficiencies, and defects in products.

Average Rating: 4.4/5.0

Total Reviews: 19

Who Is the Company Behind AWS IoT SiteWise?

  • Seller: Amazon Web Services (AWS)
  • Year Founded: 2006
  • HQ Location: Seattle, WA
  • Twitter: @awscloud
    2,232,483 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    147,094 employees on LinkedIn®
  • Ownership: NASDAQ: AMZN

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 41% Small, 36% Large

What Are Recent G2 Reviews of AWS IoT SiteWise?

What Are G2 Users Discussing About AWS IoT SiteWise?

Tulip

Tulip is a composable platform that manufacturers use to build and connect apps, automations, and AI agents capable of running their operations, giving them a single governed system that can replace or extend legacy MES and other point solutions as their operations change. Core Value Proposition Tulip addresses three problems that come from fragmented operations software. Data and processes end up siloed across separate systems, AI tools lack manufacturing context or governance, and platforms force operations to conform to the software instead of the other way around. Tulip is built as a composable platform, meaning apps, AI agents, automations, connectors, and tables all share one data model and one set of permissions. A solution built for one process or site can be extended or connected to other systems later without being rebuilt. Key Capabilities Composable architecture: Apps, agents, automations, connectors, and tables share one data model and one set of permissions, so new capabilities can be added without rebuilding what's already deployed. Governance built into every solution: Access controls, approval workflows, and an audit trail apply to everything built and deployed, whether it was authored by a person or an AI agent. This supports use in regulated environments such as GxP and life sciences. AI embedded across operations: Tulip's AI agents can draft or update apps, answer questions about the operation, and take certain actions on their own. Customers configure which of those actions require human approval first. Native machine and device connectivity: Edge hardware and a library of device integrations connect directly to machines, PLCs, and sensors, so dashboards and automations reflect current floor conditions instead of a report from the day before. Tulip vs. Alternatives Legacy manufacturing systems such as MES, QMS, and CMMS platforms are typically built around separate functions, so data ends up siloed by software category and changes usually require a vendor or integrator. Tulip's composable architecture lets a company build and adapt its own systems, including systems that do the same job an MES would, without a new vendor project every time a process changes. General-purpose AI tools can generate software quickly, but they typically have no concept of a work order, batch record, or shift, and no governance model for what gets built. Tulip's AI agents work on the same governed data model and permissions as the rest of the platform, so anything they create or do is subject to the same access controls, approval workflows, and audit trail as work built by a person. Who Should Use Tulip Tulip is used by manufacturers in discrete manufacturing industries, including aerospace and defense, automotive, industrial equipment, and luxury goods, as well as life sciences companies producing pharmaceuticals and medical devices. Most customers are mid-market or enterprise manufacturers, often operating multiple plants or sites. Within a company, it typically draws interest from more than one group. Operations and plant managers focus on production issues, IT and compliance teams focus on governance, and executives focus on the cost of maintaining several separate systems. The Results Tulip customers report measurable results across a range of use cases and industries. Quality: VEKA, a manufacturer of fixtures and building materials, reduced quality escapes by 85% after digitizing its quality checks in Tulip. Production tracking: Avon Technologies, an aerospace and defense manufacturer, set up new production lines 3 times faster using Tulip. Compliance and traceability: Jazz Pharma, a pharmaceutical manufacturer, made logbook entries 58% more efficient after moving GMP documentation into Tulip. AI-assisted troubleshooting: Outset Medical, a medical device manufacturer, cut troubleshooting time in half using Tulip's AI-powered chat. Digital work instructions: Tiffany & Co, a luxury goods manufacturer, reduced training time by 80% using digital work instructions built in Tulip. Implementation speed: AstraZeneca, a pharmaceutical manufacturer, deployed more than 120 packing lines across 17 sites using Tulip in under three months.

Average Rating: 4.5/5.0

Total Reviews: 37

Who Is the Company Behind Tulip?

  • Seller: Tulip Interfaces
  • Year Founded: 2012
  • HQ Location: Somerville, Massachusetts, United States
  • Twitter: @tulipinterfaces
    1,103 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    401 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Manufacturing
  • Company Size: 43% Medium, 38% Large

What Do G2 Reviewers Say About Tulip?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Tulip, finding its intuitive interface simplifies app development and maintenance.
  • Users value the ease of customization in Tulip, enabling smooth integration and effective application development.
  • Users appreciate the intuitive interface of Tulip, enabling easy application development and seamless integration with systems.
  • Users appreciate the time-saving capabilities of Tulip, enabling quick problem-solving and streamlined app development.
  • Users value the easy integrations of Tulip, enabling quick connections with various devices and services seamlessly.
Cons
  • Users find the limited features of Tulip restrictive, particularly with basic analytics and lack of batch tools.
  • Users note limited functionality in Tulip, mentioning basic analytics and a lack of advanced features for deeper insights.
  • Users find the complexity in expression handling cumbersome, suggesting improvements for better usability and robustness in Tulip Tables.
  • Users find the complex procedures in Tulip cumbersome, indicating a need for more user-friendly functionality and robustness.
  • Users find the complex setup of Tulip challenging, especially with expression handling and dataset management.

What Are Recent G2 Reviews of Tulip?

What Are G2 Users Discussing About Tulip?

DATOMS

DATOMS is a Connected Asset Management Software designed for OEMs, rental companies, and enterprises. It enables the monitoring and management of industrial assets through internet-connected devices and sensors. This software facilitates the tracking of the usage of assets, monitors performance and condition, predicts maintenance needs, and automates work orders. By employing connected asset management, companies can enhance the efficiency and lifespan of their assets, minimize downtime and maintenance expenses, and improve overall operations.

Average Rating: 4.7/5.0

Total Reviews: 69

Who Is the Company Behind DATOMS?

  • Seller: Phoenix Robotix Pvt. Ltd.
  • Company Website:
  • Year Founded: 2015
  • HQ Location: Bengaluru, Karnataka
  • Twitter: @datoms_iot
    145 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    89 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Manufacturing, Mechanical or Industrial Engineering
  • Company Size: 44% Medium, 42% Small

What Do G2 Reviewers Say About DATOMS?

AI-generated summary from verified user reviews

Pros
  • Users commend the dedicated customer support of DATOMS, highlighting their professionalism and willingness to assist.
  • Users find DATOMS to be extremely easy to use, benefiting from its user-friendly interface and quick support.
  • Users appreciate the user-friendly design of DATOMS, making onboarding and installation smooth and hassle-free.
  • Users value the cost-effective subscription packages of DATOMS, optimizing asset management and enhancing operational efficiency.
  • Users value the remote management capabilities of DATOMS, enhancing control and monitoring of devices effectively.
Cons
  • Users experience data inaccuracy with DATOMS, as real-time processing and visualizations do not meet expectations.
  • Users frequently experience slow performance with DATOMS, facing delays in data receiving and website loading times.
  • Users express a need for missing features in DATOMS, including enhancements for mobile apps and viewing options.
  • Users often face slow speed issues, resulting in frustrating delays with data reception and overall performance.
  • Users report inaccuracy in fuel level readings and slow loading times, hindering their overall experience with DATOMS.

What Are Recent G2 Reviews of DATOMS?

Telnyx IoT

Telnyx IoT provides secure, global connectivity solutions for IoT devices, simplifying the challenge of bringing smart devices online from anywhere. Leveraging the power of a secure virtual private mobile and IP network in the cloud, Telnyx IoT offers flexible data coverage across 180+ countries through a single SIM, catering to a diverse range of IoT applications. Telnyx IoT SIM cards are eUICC enabled and available in various forms including triple-size plastic SIM cards, eSIM chips (embedded MFF2), and over-the-air eSIMs. A single Telnyx SIM connects devices to over 650 networks (4G LTE, 3G, 2G, and LTE-M) worldwide, including all major carriers in the United States. Intelligent network switching allows automatic and seamless failover to the best carrier, ensuring maximum uptime for connected devices.The service offers pay-as-you-go pricing, starting at $0.0125 per MB, and includes options for private LTE networks and public static IP addresses. For managing IoT deployments, Telnyx provides a portal and APIs for easy control and monitoring of SIM fleets, including activation and deactivation, setting data limits, network priorities, and more. For more information, visit https://telnyx.com/products/iot-sim-card .

Average Rating: 4.6/5.0

Total Reviews: 69

Who Is the Company Behind Telnyx IoT?

  • Seller: Telnyx
  • Year Founded: 2009
  • HQ Location: Austin, Texas, United States
  • Twitter: @telnyx
    4,414 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    387 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Telecommunications
  • Company Size: 84% Small, 14% Medium

What Do G2 Reviewers Say About Telnyx IoT?

AI-generated summary from verified user reviews

Pros
  • Users commend the excellent customer support of Telnyx IoT, praising its helpfulness and responsiveness.
  • Users find the easy setup of Telnyx IoT convenient for managing devices across multiple locations effortlessly.
  • Users enjoy the global 4G and CAT-M1 coverage of Telnyx IoT, simplifying their IoT deployment needs.
  • Users appreciate the affordable pricing of Telnyx IoT, finding it competitive and value-packed for great service.
  • Users appreciate the easy-to-use API integration of Telnyx IoT, enhancing their overall experience with the service.
Cons
  • Users experience significant delays and issues with SIM card delivery, causing frustration and interruptions in service.
  • Users face SIM management issues, experiencing delays and incomplete deliveries that hinder their initial service setup.
  • Users feel the pricing is a bit high and desire more flexible, lower fee options based on location.
  • Users find the data pricing excessively high, wishing for more affordable, location-based options.
  • Users find the lack of easy guides for non-coders a significant hurdle in learning Telnyx IoT effectively.

What Are Recent G2 Reviews of Telnyx IoT?

KEPServerEX

KEPServerEX is an industrial connectivity platform providing a single source of industrial automation data between devices and applications. Users can connect, manage, monitor, and control diverse automation devices and applications through a single user interface. KEPServerEX leverages OPC and IT-centric communication protocols (e.g., MQTT, REST, web services, etc.) to provide users with a single source for industrial data. KEPServerEX is Windows OS compatible.

Average Rating: 4.4/5.0

Total Reviews: 18

Who Is the Company Behind KEPServerEX?

  • Seller: PTC
  • Year Founded: 1985
  • HQ Location: Boston, Massachusetts
  • Twitter: @PTC
    37,560 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    8,226 employees on LinkedIn®
  • Ownership: NASDAQ: PTC

Who Uses This Product?

  • Top Industries: Electrical/Electronic Manufacturing
  • Company Size: 43% Small, 38% Medium

What Are Recent G2 Reviews of KEPServerEX?

What Are G2 Users Discussing About KEPServerEX?

Hologram

Own your IoT deployment with Hologram's cellular SIM cards and easy-to-use monitoring dashboard. Our seamless, global coverage, multi-carrier network and support specialists are here to help you connect and manage your IoT devices. Our flexible pricing plans are designed to get you off the ground. Focus on scaling your fleet and managing your devices without any additional carrier negotiations, integrations, or hardware swaps. Test drive Hologram with a pilot IoT SIM and get connected in under a week.

Average Rating: 4.5/5.0

Total Reviews: 62

Who Is the Company Behind Hologram?

  • Seller: Hologram
  • Company Website:
  • Year Founded: 2013
  • HQ Location: Chicago, US
  • Twitter: @Hologram_io
    26 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    73 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO
  • Top Industries: Transportation/Trucking/Railroad, Farming
  • Company Size: 70% Small, 29% Medium

What Do G2 Reviewers Say About Hologram?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the exceptional API integration support from Hologram, making custom solutions easy to implement and optimize.
  • Users value the custom dashboards of Hologram, enabling effortless solution building and enhanced client experiences.
  • Users praise the exceptional customer support from Hologram, which enhances the reliability of their services.
  • Users highlight the exceptional documentation quality of Hologram, making integration and customization seamless and efficient.
  • Users praise Hologram's efficient solutions, highlighting reliable service and exceptional technical support for seamless integration.
Cons
  • Users note a lack of built-in customization options, making scaling more challenging despite robust API flexibility.
  • Users find the limited features of Hologram, such as the lack of a built-in reseller platform, frustrating.

What Are Recent G2 Reviews of Hologram?

What Are G2 Users Discussing About Hologram?

UMH

UMH is an open-source AI-native data infrastructure platform designed to simplify and accelerate digital transformation in manufacturing. It unifies data across machines, processes, and enterprise systems, providing real-time visibility and advanced analytics that empower your teams to make data-driven decisions on the shop floor and across the organization. According to Forrester Consulting Total Economic Impact™ (TEI) study, UMH Delivered 426% ROI & €4.9M NPV with a 6-month payback period. Learn more about UMH at https://www.umh.app/

Average Rating: 5.0/5.0

Total Reviews: 10

Who Is the Company Behind UMH?

Who Uses This Product?

  • Top Industries: Manufacturing
  • Company Size: 36% Small, 36% Large

What Do G2 Reviewers Say About UMH?

AI-generated summary from verified user reviews

Pros
  • Users love the ease of use of UMH, allowing quick setup and immediate results with minimal effort.
  • Users value the fast setup and supportive community of UMH, enabling quick implementation and real results.
  • Users commend the excellent customer support that adapts quickly to their needs and enhances their experience.
  • Users value the easy implementation of UMH, enabling quick setup and immediate results across diverse applications.
  • Users value the efficiency improvement of UMH, enabling fast implementation and quick, impactful results.
Cons
  • Users feel the limited flexibility of UMH resources fails to align with its ambitious vision, hoping for future improvements.
  • Users find that a technical knowledge requirement hinders the accessibility and ease of use of UMH.
  • Users note significant usability issues with UMH, requiring technical knowledge that complicates initial setup and use.
  • Users find the complex implementation of UMH challenging, needing specific technical knowledge for effective use.
  • Users feel that UMH has a high complexity requiring technical knowledge, which could hinder its accessibility.

What Are Recent G2 Reviews of UMH?

Exosite ExoSense IoT

ExoSense® is a remote condition monitoring application that can be deployed in minutes to provide operational insight into industrial assets, systems, and equipment. It enables any organization to aggregate and visualize sensor data to alert users of critical operating conditions, predict maintenance, optimize processes, and deliver new functionality and services to customers. Find out more at www.exosite.com. The ExoSense application provides: - Real-time data visualization. Remotely view dashboards on any device to quickly understand machine health and reduce the need for onsite visits. - Condition monitoring. Set rule-based notifications and trigger email/SMS alerts based on real-time data to reduce downtime and increase productivity. - Analytics. Leverage operational analytics and data transformations to predict maintenance, improve processes, and enable machine learning. - Code-less customization. Leverage a simple, code-free user interface to add and configure devices, customize branding, set alerts, and more.

Average Rating: 4.9/5.0

Total Reviews: 14

Who Is the Company Behind Exosite ExoSense IoT?

  • Seller: Exosite
  • Year Founded: 2009
  • HQ Location: Minneapolis, US
  • Twitter: @exosite
    1,018 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    31 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 33% Small, 27% Medium

What Are Recent G2 Reviews of Exosite ExoSense IoT?

What Are G2 Users Discussing About Exosite ExoSense IoT?

proGrow

proGrow is an intelligent web platform dedicated to industrial frontline operations, with state-of-the-art IoT connectivity and data analysis. In a nutshell, proGrow converts any equipment or workstation online. With customizable KPIs within real-time dashboards, historical analysis and automatic reports, our customers make fast, data-driven decisions. The platform also allows operations to improve through customized workflows, such as maintenance or quality tickets and continuous improvement tools. With plug-and-play installation and customizable control panels, proGrow returns are generated immediately.

Average Rating: 4.7/5.0

Total Reviews: 13

Who Is the Company Behind proGrow?

  • Seller: proGrow
  • Year Founded: 2014
  • HQ Location: Matosinhos, Porto
  • LinkedIn® Page: www.linkedin.com
    36 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 38% Medium, 38% Small

What Are Recent G2 Reviews of proGrow?

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

Learn More About Industrial IoT Software

What is Industrial IoT Software?

The Internet of Things (IoT) is transforming industries around the world, and perhaps none more than the manufacturing industry. Smart sensors and well-programmed IoT applications are helping convert factory equipment into functioning IoT devices, allowing them to generate actionable data, communicate with other machines, and optimize production. Industrial IoT software empowers factory operators to harness the power of smart technology with their own IoT projects, connecting production machines, and uncovering the benefits of industrial automation.

The widespread adoption of IoT systems in manufacturing is called the Fourth Industrial Revolution or Industry 4.0. Achieving IoT connectivity and its potential business outcomes requires more than a single software platform. Bringing a factory operation to the industrial internet requires a substantial investment in modern hardware. These initiatives require unique networks and data plans to bring connectivity to industrial IoT devices, and relevant programming. For companies with resources, industrial IoT software can provide digital capabilities for real-time monitoring of connected objects, managing of IoT data, and configuring the applications that make these systems perform in the desired ways. The industrial IoT market is evolving on a daily basis, becoming a top priority for how businesses invest their resources and structure into their critical factory processes. As it becomes more accessible for the average business, the advanced tools in this emerging software category will be an IoT gateway for many of these teams, helping make sense of complex IoT technology and using it to achieve specific needs.

Key Benefits of Industrial IoT Software

  • Create real-world applications for smart technology within a manufacturing scenario
  • Unify distributed factory equipment and corresponding data on a centralized platform
  • Automate processes and trigger device-based events across the supply chain
  • Track real-time analytics related to machine performance, allowing predictive maintenance and proactive improvements to business-critical assets

Why Use Industrial IoT Software?

Industrial IoT, or IIoT, is helping manufacturing businesses perform at a higher level than ever before. As the IIoT market continues to evolve, it becomes more affordable and sensible for businesses to implement IoT applications and hardware on their factory floors, whether incrementally or in complete transformations of their equipment fleet. Used properly and with the necessary resources, intelligent factory systems can maximize efficiency, reduce operational costs, and improve worker safety, among various other benefits.

There are a number of technologies and cloud-based platforms that can assist with monitoring and optimizing factory operations, such as manufacturing intelligence software. Internet connectivity and IoT platforms have expanded these capabilities by enabling machines to “talk" with each other and share timely, actionable insights with factory workers and supervisors. Considering recent innovations such as artificial intelligence and blockchain, as well as the growing popularity of industrial robots, IoT-enabled factory devices are helping manufacturers produce consistently and securely, minimizing equipment downtime and discrepancies in production. This allows workers to focus on the most critical tasks, while making data-driven decisions about machine maintenance, worker distribution, and overall production strategy. An IoT strategy may be an overwhelming or nerve-wrecking concept for established manufacturing operations, but thanks to advanced platforms like those in this category, factory connectivity and automation are within reach for businesses around the globe.

Who Uses Industrial IoT Software?

The IoT market is rapidly scaling thanks to implementation across industries and regions, with smart technology now commonplace in homes, retail stores, and countless other scenarios. Industrial IoT applications are designed specifically for manufacturing environments, with unique tools for connecting, programming, and tracking factory machinery and other equipment. These platforms are best suited for decision-makers and supervisory experts, along with machine and process engineers who help these teams execute their overarching strategies. Each of these applications offers a unique set of tools, and may be intended for certain aspects of IIoT management.

Industrial IoT Software Features

Though the platforms in this category can help achieve similar outcomes, they each provide different sets of features, whether for very specific components of industrial IoT or end-to-end execution of smart factory scenarios. The following are some common features of these diverse offerings.

Real-time monitoring — Managing a factory floor can involve an outsized number of expensive, complex machines, with a never-ending demand for inspections, upgrades, and repairs. This can be especially troublesome for larger operations, with distributed assets and various products assembled at any given moment. Using live sensor data from embedded machinery, factory supervisors can keep a close eye on machine performance and health, with granular tracking of equipment parts and connected processes. Industrial IoT software may share features of or integrate with IoT device management software, providing users with valuable information about any and all assets connected to the IoT network. Using the actionable data from these monitoring tools, factory managers can make proactive decisions about machine upkeep and resource allocation, while ensuring these distributed assets are active and working as needed for the desired outcomes.

Machine workflow creation — Automation is a resounding benefit of industrial IoT technology for businesses adopting these solutions. Using similar programming modules as IoT platforms and IoT development tools—or importing the applications designed with these solutions—industrial IoT systems can help implement automated process and response flows across connected machinery. In addition to optimizing machine processes, these intelligent workflows can instruct machines to adjust their processes based on triggers, observations, or signals from other machines. For example, if a nearby machine encounters a problem, it can communicate the problem and cause a connected machine to pause production. By creating intelligent workflows with various situations and preferred responses, it can alleviate factory workers of certain time-sensitive tasks and keep things running throughout the ups and downs of production. It can also help create a symbiotic relationship between the many and varied systems on a factory floor, unifying production and improving business outcomes across the operation.

Factory data analytics — There are boundless data points to be considered in a modern manufacturing operation, from the efficiency of certain machines to the number and types of anomalies encountered on the assembly line. Each new piece of data can help factory managers make informed decisions about how to structure work processes, allocate resources, and train employees. The platforms in this category offer features similar to or integrate with IoT analytics software, collecting data from distributed assets and revealing the most actionable insights related to production, work environments, equipment health, and more. These platforms may also offer features which integrate with digital twin software, allowing users to monitor virtual replicas of machines and machine parts as well as view predictive analytics about maintenance needs or performance outcomes. Factories that take advantage of these advanced analytics can continuously improve their operations in ways that were not possible before the rise of IoT technology.