Best Industrial IoT Software - Page 9

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 15, 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 user-friendly interface and ease of use of SAS Production Quality Analytics, highlighting its effectiveness for data analysis and reporting. Many appreciate the software'

Product Description

SAWIS, Smart Automated Weighbridge Information System, offers the latest high tech services to help manage the tedious task of weighment and make the entire process an easy and reliable affair. The co

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Product Description

Seclab Xplore is a non-intrusive OT visibility and detection solution for industrial networks and critical infrastructure. The solution generates five distinct mapping views from a single data sou

Product Description

**Semvar** is a powerful, no-code **Industrial IoT platform** that enables businesses to **connect, automate, and optimize** operations across **smart buildings, industrial facilities, and logistics**

Product Description

Smart Factory is a manufacturing operations management (MOM) solution that empowers manufacturers to optimize operations and increase productivity. Smart Factory MOM is the cloud-based modular, c

Product Description

Here is a compelling, high-impact product description for Smart Insight by WhereFy, tailored specifically for the G2.com audience of software buyers and IT decision-makers. Smart Insight by WhereFy:

Product Description

Cold Bore Technology is a sensor-to-cloud completions solution that equips leading industry operators with data-focused infrastructures, smart processing capabilities, and actionable real-time service

Product Description

SynCross IIoT Ecosystem is an innovation from SincoS Technologies Inc. for data visualization, analysis and remote control of large-scale industrial equipment and process. Use our system to capture, a

Product Description

Techon Dater Systems Pvt Ltd, incorporated in 1997, is a technology driven company with its core competence in developing Enterprise Applications for Technology & Engineering Companies and Tech En

Product Description

Tosibox is the cybersecurity and networking partner for securing OT networks and critical infrastructure. Tosibox is ISO 27001 certified, has automated OT networking and cybersecurity already in 150 c

Product Description

Transatel’s global IoT connectivity platform provides secure, scalable and future-proof IoT connectivity across 200+ countries and territories. From connected vehicles to smart cities, industrial auto

Product Description

The UbiBot Smart Sensing series offers precise monitoring of temperature, humidity, and ambient light with flexible connectivity options like WiFi, 4G, and Ethernet. Ideal for industrial, environmenta

Product Description

Condition Based Maintenance is an IoT platform-as-a-service that uses streaming data from sensors to help you assess conditions, recognize warning signs, deliver alerts and automatically trigger maint

Product Description

vNode is a no-code Industrial IoT Gateway software platform that connects OT devices (PLCs, SCADAs, sensors, RTUs) to IT and cloud systems using 40+ industrial protocols including OPC UA, Modbus, MQTT

Product Description

Novo AI WatchMen helps manufacturing companies understand what is really happening on their shop floor. The platform connects existing machines with external AI sensors and turns machine signals into

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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.