Best Industrial IoT Software - Page 11

How Many Industrial IoT Software Products Does G2 Track?

Total Products under this Category: 191

Category Stats (Nov 2026)

  • Average Rating: 4.48/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: I-care Group (+2.72%) - Among all products in this category, I-care Group recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank Industrial IoT Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 2,100+ Authentic Reviews
  • 191+ 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, Geotab, Augury, HiveMQ, TRACTIAN, and AWS IoT SiteWise.

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=geotab&focus%5B%5D=augury&focus%5B%5D=hivemq&focus%5B%5D=tractian-tractian&focus%5B%5D=aws-iot-sitewise)

OTbase

OTbase is a productivity and collaboration tool for enterprise companies. Examples include Manufacturing and Oil and Gas. It is designed to help secure and make OT networks resilient. It enables users in cyber security and engineering roles to stay on top of hyper-complex OT networks with hundreds of thousands of devices. OTbase inventories enterprise OT systems automatically. It also helps OT asset owners to streamline, plan, and document their complex OT infrastructure.

Who Is the Company Behind OTbase?

Proemion DataPlatform

Proemion's DataPlatform is a comprehensive cloud-based telematics solution designed to scale with your business, enabling efficient management of machine data and IoT applications. It offers a secure, API-first infrastructure that facilitates seamless integration and two-way communication between machines and the cloud, ensuring reliable data exchange and remote updates. Key Features and Functionality: - Scalable Infrastructure: Accommodates fleets ranging from hundreds to hundreds of thousands of machines, providing robust big data storage and analytics capabilities. - Bi-Directional Communication: Enables secure and reliable two-way data transfer, allowing for real-time telemetry data reception and remote machine updates. - API-First Integration: Offers powerful APIs, including REST and AEMP (ISO 15143-3, facilitating rapid development of custom applications, cloud-to-cloud data streaming, and device connectivity. - DataPump: Streams machine data directly into existing systems, whether on-premise or on preferred cloud providers like AWS, Google Cloud, or Microsoft Azure. - RealtimeCloud CAN Connector: Provides real-time access to the CAN bus of mobile machines, enabling remote service sessions and diagnostics. Primary Value and Solutions Provided: The DataPlatform addresses the complexities of managing extensive machine fleets by offering a centralized, intelligent platform for data storage and analysis. It simplifies the development of IoT applications, reduces integration time and costs, and enhances operational efficiency through real-time data insights and remote management capabilities. By leveraging this platform, businesses can make informed decisions, optimize machine performance, and deliver superior customer experiences.

Who Is the Company Behind Proemion DataPlatform?

  • Seller: Proemion
  • Year Founded: 1987
  • HQ Location: Fulda, DE
  • LinkedIn® Page: www.linkedin.com
    120 employees on LinkedIn®

Proficy Historian

Proficy Historian is industrial software used to collect, archive, and analyze time-series data from production equipment, sensors, and control systems in manufacturing and utility environments. Engineered for high-speed, high-volume data environments, Proficy Historian enables organizations to capture and store process and production data efficiently and cost-effectively. It supports time-stamped data collection from a wide range of industrial devices and automation systems using standard protocols such as OPC UA, MQTT, and traditional data interfaces. Operations teams, engineers, analysts, and IT professionals use Proficy Historian to improve process visibility, troubleshoot equipment issues, and support data-driven decision-making. The software plays a central role in performance monitoring, quality analysis, and regulatory compliance by enabling long-term access to historical data and seamless integration with reporting and analytics tools. Proficy Historian is designed for deployment flexibility. It can be installed on-premise at a facility, deployed at the edge to support localized data capture and buffering, or integrated into a hybrid or cloud architecture to support enterprise-wide analytics and central data aggregation. This flexibility allows industrial organizations to adapt to modern data strategies while maintaining continuity with existing infrastructure. Key capabilities include: • High-performance compression and storage of time-series industrial data to reduce infrastructure load • Support for distributed, edge, and cloud-connected architectures to align with evolving data strategies • Secure, scalable data collection from multiple sources across plants, lines, or remote assets • Integration with visualization and analysis tools, including Excel plug-ins and analytics platforms • Redundancy, filtering, and data quality features to ensure consistent, reliable data access Proficy Historian is used across industries such as power generation, food and beverage, chemicals, oil and gas, and water/wastewater. It provides a reliable foundation for industrial data management strategies, enabling manufacturers and utilities to gain insight into operations, optimize performance, and meet compliance and reporting requirements over time.

Average Rating: 3.7/5.0

Total Reviews: 3

Who Is the Company Behind Proficy Historian?

  • Seller: Velotic
  • HQ Location: 268 Summer St, Boston, MA 02210, USA
  • LinkedIn® Page: www.linkedin.com
    358 employees on LinkedIn®
  • Ownership: digitalmarketing@velotic.com

Who Uses This Product?

  • Company Size: 67% Small, 33% Medium

What Do G2 Reviewers Say About Proficy Historian?

AI-generated summary from verified user reviews

Pros
  • Users value the efficiency of Proficy Historian, benefiting from reduced storage needs for industrial data management.
  • Users appreciate the efficient data compression of Proficy Historian, crucial for optimizing storage and monitoring equipment performance.
  • Users value the data compression capabilities of Proficy Historian, enabling efficient storage of industrial time-series data.
  • Users value the performance efficiency of Proficy Historian, benefiting from significant storage space savings for industrial data.
Cons
  • Users find the retrieval system awkward and sluggish, leading to annoying lags when accessing critical data.
  • Users experience slow performance with Proficy Historian, leading to frustrating delays when accessing data for analysis.

What Are Recent G2 Reviews of Proficy Historian?

What Are G2 Users Discussing About Proficy Historian?

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ProManage Cloud

ProManage Cloud is an innovative, cloud-based MES/MOM solution leveraging advanced IoT and cutting-edge Generative AI technologies. This powerful combination empowers manufacturers with real-time insights, predictive analytics, and comprehensive control of production processes. Engineered for seamless scalability and effortless integration, ProManage Cloud facilitates a structured and progressive digital transformation suitable for enterprises of any scale.

Who Is the Company Behind ProManage Cloud?

Prophecy IoT

Prophecy IoT® empowers you to have a smart factory, giving you the ability to listen to your machines. Prophecy IoT® gives you accurate, real time Information about machine health, manufacturing performance, scrap, downtime, and unplanned downtime. And finally, the ability to accurately calculate your OEE, all while integrating that back into your ERP System. Get started now and connect to any number of machines or smart devices through our automation engine with speeds up to 10,000 measurements per second. Quickly realize the benefits of Industrial IoT leading to transformation including significant financial, productivity and quality gains. Prophecy IoT® will help you transform your shop floor into the Factory of the future - today.

Who Is the Company Behind Prophecy IoT?

  • Seller: Godlan
  • HQ Location: 15399 Canal Road Clinton Township, MI 48038
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®
  • Phone: 586.464.4400

Prysmato

Remote Monitoring goes beyond the capabilities of traditional SCADA systems to bring you actionable information.

Who Is the Company Behind Prysmato?

QiO Foresight Platform

Built from the ground up with AI Infused applications to drive digital transformation at scale.

Who Is the Company Behind QiO Foresight Platform?

  • Seller: QiO Technologies
  • Year Founded: 2015
  • HQ Location: Egham, GB
  • Twitter: @QiOTechnologies
    174 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    19 employees on LinkedIn®

Reekoh

Reekoh is the Industrial Integration Cloud - an award-winning platform and toolkit for integrating data from any asset, operational or business system on the Edge or in the Cloud. Our tools empower enterprises across a wide range of industry segments (eg. Oil & Gas, Manufacturing, Infrastructure, Energy) with capabilities to reduce complexity, remove barriers and accelerate time-to-value in their IIoT and enterprise data-driven solutions and digital transformation programs. Keeping pace with the needs to bring together disparate data from within an operation has been challenging, especially as the rate of growth in those data silos has accelerated. Keeping a workforce skilled with the right tools to address these needs, which in many areas are in product domains that aren’t core business, has highlighted a growing skills and capability gap with enterprises and the system integrators they work with. Our hybrid integration platform bridges these gaps and enable customers and system integrators to deliver high-value solutions using low-code, agile tools such as the hundreds of pre-built integrations in our library, our visual Pipeline Studio, Outpost Edge / cloud deployment options and more. Reekoh is leading the integration of the physical and digital worlds. We are ISO27001:2013 certified.

Average Rating: 4.8/5.0

Total Reviews: 2

Who Is the Company Behind Reekoh?

  • Seller: Reekoh
  • Year Founded: 2015
  • HQ Location: Sydney, AU
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Reekoh?

relayr Middleware

By operating either on-prem, cloud or hybrid, the relayr platform gives you the flexibility to integrate new- and old- Industrial Internet of Things (IIoT) features and business models, within the current IT ecosystem.

Who Is the Company Behind relayr Middleware?

  • Seller: relayr
  • Year Founded: 2013
  • HQ Location: N/A
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

RipplesIoT

RipplesIoT provides IOT solutions for agriculture, healthcare, energy, manufacturing, transportation, and logistics industries enabling business process streamlining and supply chain visibility.

Average Rating: 4.0/5.0

Total Reviews: 1

Who Is the Company Behind RipplesIoT?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of RipplesIoT?

Samasth Software

SAMASTH is an industrial IoT cloud platform by Ubiqedge, built for enterprises managing multi-site operations across solar energy, water infrastructure, air quality, and industrial energy in India. Connected to KLEON edge hardware deployed in the field, SAMASTH aggregates real-time sensor data into a single dashboard — giving operations and compliance teams visibility across hundreds of sites without manual data collection. Key capabilities for B2B teams: Automated compliance reporting for CGWA groundwater regulations, CPCB ambient air quality norms, and MNRE solar RMS requirements Multi-site dashboards with customisable alerts for threshold breaches, equipment offline events, and anomaly detection Role-based access for enterprise, O&M, and client teams — supporting multi-tenant deployments Historical data logs, trend analysis, and export-ready reports for audits and regulatory submissions Plug-and-play setup via KLEON hardware — no on-site IT infrastructure required SAMASTH is used by enterprises in solar O&M, water utilities, cement and construction, and industrial energy monitoring. Clients include organisations across the Adani, Reliance, L&T, and more. Designed for infrastructure-heavy industries where regulatory compliance, uptime visibility, and remote asset management are operational priorities — not optional.

Who Is the Company Behind Samasth Software?

  • Seller: Ubiqedge
  • Year Founded: 2024
  • HQ Location: Mumbai, IN
  • LinkedIn® Page: www.linkedin.com
    26 employees on LinkedIn®

SAS Production Quality Analytics

Get a comprehensive view of quality and operational performance across the enterprise and throughout your entire supply chain. Achieve better Industrial Internet of Things support with advanced data models. By combining the power of data integration, automation and analytics, SAS enables you to fully understand operational processes so you can make sustainable improvements and lower associated costs.

Average Rating: 4.8/5.0

Total Reviews: 10

Who Is the Company Behind SAS Production Quality Analytics?

  • Seller: SAS Institute
  • Year Founded: 1976
  • HQ Location: Cary, NC
  • Twitter: @SASsoftware
    60,863 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    15,122 employees on LinkedIn®
  • Phone: 1-800-727-0025

Who Uses This Product?

  • Top Industries: Pharmaceuticals
  • Company Size: 60% Medium, 40% Large

What Do G2 Reviewers Say About SAS Production Quality Analytics?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of data analysis with SAS Production Quality Analytics, highlighting its intuitive coding and fast output.
  • Users find SAS Production Quality Analytics easy to learn and understand, making it highly effective for statisticians.
  • Users find SAS Production Quality Analytics easy to learn, highlighting its user-friendly interface and accurate results.
  • Users highlight the high accuracy of results provided by SAS Production Quality Analytics, enhancing their statistical work significantly.
  • Users benefit from the exceptional data visualization capabilities of SAS Production Quality Analytics, enhancing their analytical experiences.
Cons
  • Users find SAS Production Quality Analytics expensive, though they acknowledge its appreciated output justifies the cost.

What Are Recent G2 Reviews of SAS Production Quality Analytics?

SAWIS

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 completely unmanned and computerized features not only welcome great cost-cutting for companies, but also prevents human errors and tampering with the weighment operations. SAWIS integrates Barcode or RFID Card Reader, Boom Barrier, Traffic Light, IP Camera, Speakers, Control Box, with all the commands given in vernacular languages. It provides a complete view of every weighment action, and with the help of the sophisticated inbuilt audit trails actions such as tracking, rebuilt and monitoring of the entire process can be achieved in the comfort of the control room. Benefits 1. Built for 24×7 heavy-duty operations across all industries which rely on continuous weighment. 2. Removes manual intervention and increases efficiency and productivity (100% man-less). 3. Cost reduction in Weighbridge operations through automation by providing a fast, precise, and completely unmanned solution. 4. Controls malpractices and human errors. 5. Drastically reduces time to dispatch. 6. Digital record of photos of Truck during weighment. 7. Sends statistics & reports to enable informed critical decisions.

Who Is the Company Behind SAWIS?

Seclab Xplore

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 source: network topology, Purdue model, logical zones and conduits, geographic layout, and business-oriented functional view. This multi-view approach allows CISOs, OT engineers, site managers, and network administrators to work on the same dataset in their preferred representation. Seclab Xplore monitors changes and detects threats through four complementary engines: cartography-based change detection that flags new assets or flows, customizable Sigma signature rules, Suricata network intrusion detection, and an AI behavioral engine that learns normal OT communication patterns to surface anomalies and zero-day indicators. Deployment scales from portable audit appliances for one-time assessments to fixed sensors for continuous monitoring, with full data continuity across phases.

Who Is the Company Behind Seclab Xplore?

  • Seller: Seclab
  • Year Founded: 2011
  • HQ Location: Pérols, FR
  • LinkedIn® Page: linkedin.com
    38 employees on LinkedIn®

SeeMyMachines

Who Is the Company Behind SeeMyMachines?

  • Seller: QBurst
  • Year Founded: 2004
  • HQ Location: Chantilly, US
  • Twitter: @QBurst
    1,341 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,289 employees on LinkedIn®
Nathan Calabrese
NC
Researched and written by Nathan Calabrese
Updated October 3, 2024