Best Industrial IoT Software - Page 3

How Many Industrial IoT Software Products Does G2 Track?

Total Products under this Category: 136

Category Stats (Jul 2026)

  • Average Rating: 4.47/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Evocon (+0.69%) - Among all products in this category, Evocon recorded the largest rating increase compared to last month

Last updated: July 14, 2026

How Does G2 Rank Industrial IoT Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 1,900+ Authentic Reviews
  • 136+ 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.

What do users say?

Users consistently praise the product for its ease of use and reliable customer support, highlighting how the intuitive platform simplifies SIM management and connectivity. Many appreciate the compreh

What do users say?

Users consistently praise the ease of use and customer service of Evocon, highlighting how it simplifies tracking production efficiency and downtime analysis. Many appreciate its intuitive interface,

Pros and Cons

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Product Description

Secomea is a Secure Remote Access (SRA) solution purpose-built for industrial networks and OT equipment. Over 8,000 customers around the world use it every day across thousands of sites to manage remo

Product Description

shopfloor.io - Industrial IoT Dashboard for the Connected Industry shopfloor.io connects and visualizes your machinery, products und employees; either as the foundation of a scalable and secure indus

Product Description

Augury provides AI-driven insights into machines, processes, and operations so manufacturers and industry can improve business outcomes, empower their workforce, and achieve sustainable production- al

Product Description

Barbara is the Edge AI Platform for organizations seeking to accelerate their AI deployments to production, in the Edge. Barbara was conceived to help Machine Learning Teams manage the lifecycle of m

Product Description

Claroty has redefined cyber-physical systems (CPS) protection with an unrivaled industry-centric platform built to secure mission-critical infrastructure. The Claroty Platform provides the deepest ass

Product Description

FactoryEye is a manufacturing-focused data and IIoT integration and analytics platform that provides a holistic view of the entire manufacturing company. From AI powered production-floor real-time act

Product Description

IoTFlows is an AI-powered manufacturing intelligence platform that gives manufacturers real-time visibility into machine performance, production output, and operational efficiency. The platform combin

Product Description

Litmus Edge is the Industrial Edge Data Platform that collects, contextualizes, analyzes, and delivers OT data in real time. Manufacturers and industrial operators use Litmus to run AI at the edge, de

Product Description

Nanoprecise is an AI-powered predictive and prescriptive maintenance platform that transforms industrial maintenance from reactive guesswork into a proactive, value-driven strategy. Its trademarked En

What do users say?

Users consistently praise the ease of use and reliable support provided by Onomondo, highlighting its intuitive platform and effective API for managing SIM fleets. The ability to access detailed infor

Product Description

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

Product Description

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 qua

Product Description

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.

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

How Do You Choose the Right Industrial IoT Software?

What You Should Know 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.

Software and Services Related to Industrial IoT Software

The following software and service markets are worth considering, and may help shape companies’ manufacturing strategy and processes in significant ways.

Manufacturing intelligence softwareManufacturing intelligence software provides factory supervisors and leadership boards with high-level insights drawn from sources across the operation. For factory operations to succeed and meet the increasing demands of customers and partners, there needs to be a continuous effort to identify issues and improvement opportunities related to cost, production quality, and worker productivity. Manufacturing intelligence platforms help to gather and structure data from company software systems and production equipment, allowing users to quickly and conveniently observe the metrics that matter most so they can determine priorities and adjust strategies. Employees on the factory floor may also utilize this data to inform their ongoing manufacturing tasks and gain a deeper understanding of their operation and output, along with the equipment they use on a daily basis. With or without an IoT strategy in place, these tools can centralize and visualize the most relevant analytics for manufacturing teams, with timely alerts or notifications about production issues and other important findings.

PLM softwareProduct lifecycle management software, or PLM software, provides manufacturing teams with a centralized information hub related to their product development. These tools help industrial companies track various data points throughout a product’s creation and distribution cycle, including the people and systems involved at every step in the process. PLM software often integrates with ERP systems, which help manage the many resources involved in a production-based business. As factories continue to adopt IoT technology, these platforms can help store and organize critical production data and ensure that resources are allocated as necessary for the desired business outcomes.

Managed IoT servicesDeploying a fleet of IoT devices and connected factory assets is only part of the challenge, as these assets demand constant monitoring, analysis, updates, and maintenance to realize their potential and function as intended. In certain situations, manufacturing teams may not be properly equipped to manage these fleets and handle the litany of tasks related to their management and optimization. Managed IoT services providers allow these businesses to outsource one or more of the responsibilities related to an industrial IoT infrastructure, including device monitoring, data analysis, and system diagnostics. Additionally, a business may consider working with an external IoT developer to design and deploy underlying applications that allow machines to communicate, gather data, and automate responses to various events or triggers. Limited internal experience with smart technology and embedded systems should not stand in the way of a business realizing the benefits of industrial IoT. Working with a third-party specialist may allow companies to achieve these goals faster and with fewer risks.