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Global Industrial IoT Platforms

Global Industrial IoT Platforms Reviews and Ratings

What are Global Industrial IoT Platforms?

The global industrial IoT platform delivers multiple integrations to industrial OT assets and other asset-intensive enterprises’ industrial data sources to aggregate, curate and deliver contextualized insights that enable intelligent applications and dashboards through an edge-to-cloud architecture.

The global industrial Internet of Things (IIoT) platform market exists because of the core capabilities of integrated middleware software that support a multivendor marketplace of intelligent applications to facilitate and automate asset management decision making. IIoT platforms also provide operational visibility and control for plants, infrastructure and equipment. Common use cases are augmentation of industrial automation, remote operations, sustainability and energy management, global scalability, IT/operational technology (OT) convergence, and product servitization of industrial products.

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Logo of AWS IoT

AWS IoT

By Amazon Web Services (AWS)

4.4
(187 Ratings)

Amazon Web Services (AWS), established in 2006, is focused on providing essential infrastructure services to businesses globally in the form of cloud computing. The key advantage offered through cloud computing, particularly via AWS, is its capacity to shift fixed infrastructure expenses into flexible costs. Businesses have been able to forgo extensive planning and procurement of servers and other Information Technology (IT) resources, owing to AWS. AWS seeks to provide businesses with prompt and cost-effective access to resources using Amazon's expertise and economies of scale, as and when their business requires. Currently, AWS offers a robust, scalable, economic infrastructure platform on the cloud powering an extensive array of businesses worldwide. It operates across numerous industries with data center locations in various parts of the globe including U.S., Europe, Singapore, and Japan.

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Logo of Cumulocity Platform

Cumulocity Platform

By Cumulocity

4.5
(153 Ratings)

Cumulocity GmbH provides a global industrial IoT platform, offering ready-to-use device management and low-code application enablement for a fast return-on-investment. The cloud-native platform enables enterprises to adopt a “Buy & Build” approach, shortening time-to-market for new, differentiating digital services. Cumulocity is trusted by major brands to power their smart connected products in manufacturing, health, fleet management, consumer electronics, and more. Cumulocity is available as a cloud, on-premises, edge, and hybrid solution.

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Microsoft Azure IoT

By Microsoft

4.4
(140 Ratings)

Microsoft enables digital transformation for the era of an intelligent cloud and an intelligent edge. Its mission is to empower every person and every organization on the planet to achieve more. Microsoft is dedicated to advancing human and organizational achievement.

Microsoft Security helps protect people and data against cyberthreats to give peace of mind.

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Logo of PTC ThingWorx

PTC ThingWorx

By PTC

4.5
(129 Ratings)

PTC is a global software company that enables industrial and manufacturing companies to digitally transform how they engineer, manufacture, and service the physical products that the world relies on. Headquartered in Boston, Massachusetts, PTC employs over 7,000 people and supports more than 25,000 customers globally.

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Insights Hub

By Siemens

4.4
(108 Ratings)

Siemens AG (Berlin and Munich) is a technology company focused on automation and digitalization in process and manufacturing industries, intelligent infrastructure for buildings and distributed energy systems, smart mobility solutions for rail transport, and medical technology and digital healthcare services. Siemens AG includes the industrial businesses Digital Industries, Smart Infrastructure and Mobility. Siemens Financial Services supports the activities of our Industrial businesses and conducts its own business.

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Logo of Oracle IoT Cloud

Oracle IoT Cloud

By Oracle

4.2
(93 Ratings)

Oracle is a cloud technology company that offers computing infrastructure and software solutions globally. This organization has developed an autonomous database, the first of its kind, to help manage and secure data. Oracle Cloud Infrastructure presents functionalities to facilitate the transition of workloads from on-site systems to the cloud, and vice versa, as well as between different clouds. Oracle's cloud software applications provide modern tools designed to support sustainable growth and resilience in businesses. Tools developed by Oracle are used by a wide range of users including nonprofit organizations and businesses of various sizes, to aid in operations like supply chain streamlining, human resource management, financial planning and connecting data and global users. Apart from business solutions, Oracle's technology also aids in tasks ranging from government defense to scientific and medical research.

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Logo of Braincube

Braincube

By Braincube

4.6
(85 Ratings)

Braincube is an industrial IoT platform offering analytics solutions including artificial intelligence (AI) and closed-loop capabilities specifically tailored for the manufacturing industry. The main focus of the company is transforming raw data into actionable insights to facilitate production performance with safe and efficient operations. Through pre-built applications and product Digital Twins—which give continuous access to the exact manufacturing conditions of each product—Braincube aids industries in enhancing production efficiency, exploring product alternatives, and implementing predictive maintenance. The primary objective is to give all teams the information they need to optimize and stabilize production to curb expenses and augment output. The company is dedicated to empowering businesses with progressive technology to improve operational decisions with a view to future contexts of manufacturing.

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Logo of IBM Watson IoT (Legacy)

IBM Watson IoT (Legacy)

By IBM

4.4
(63 Ratings)

IBM is a well-established entity focused on technology and development. The primary mission revolves around fostering technological growth and enhancing infrastructure, achieved through focused developments and consulting services. By encouraging inventiveness and innovation, it is geared towards facilitating the transition of theoretical ideas into practical realities, thus improving global functionalities. IBM brings about transformation by creating advanced solutions that reshape and redefine the world.

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UnifyTwin

By UnifyTwin

4.8
(62 Ratings)

The company focuses on advanced industrial automation solutions. It has expertise in the areas of Industry 4.0, IIoT, and Industry 5.0. Additionally, it provides solutions for substation automation and energy management systems. Process and discrete automation is another area of its specializations. It develops SCADA and HMI solutions while also working with different control systems. The company partners with multiple tech-based firms to deliver its offerings, including drive systems, VFDs, and servos. Furthermore, it is involved in implementing digital technology-oriented solutions such as connected factories and assets, cloud analytics, AI/ML, and digital twin tech.

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Logo of Hitachi Lumada

Hitachi Lumada

By Hitachi Vantara

4.3
(57 Ratings)

Hitachi Vantara, a subsidiary of Hitachi Ltd., offers modern data storage and infrastructure systems, intelligent data management and AI-powered hybrid cloud solutions. The company empowers customers to build a data foundation for sustainable business growth.

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Logo of Litmus Edge

Litmus Edge

By Litmus

4.4
(56 Ratings)

Litmus provides an industrial edge data platform, offering comprehensive Industry 4.0 solutions. Litmus's platform focuses on harmonizing device connectivity, data intelligence, and data integration. The platform is rapid to deploy, straightforward to use, and designed to scale, making it an efficient solution for connecting to operational technology assets and utilizing data at the edge or across an enterprise. Litmus's technology, trusted by various global organizations, is dedicated to resolving business problems related to data management and industrial connectivity.

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Logo of SAP Leonardo IoT (Legacy)

SAP Leonardo IoT (Legacy)

By SAP

4.2
(55 Ratings)

SAP was founded in 1972 and is headquartered in Walldorf, Germany. The company employs over 105,000 people globally and develops software solutions for enterprise resource planning (ERP) and related business functions. SAP’s early products, SAP R/2 and SAP R/3, were widely adopted for managing core business processes. Its current ERP platform, SAP S/4HANA, uses in-memory computing to support data-intensive operations and integrates capabilities such as artificial intelligence and machine learning.

SAP offers a portfolio of software applications that support various business functions across industries. These applications are designed to operate on a unified digital platform. As of 2025, SAP reports over 230 million cloud users and provides more than 100 solutions. The company’s offerings are used by organizations to manage finance, human resources, procurement, supply chain, and other operational areas.

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Hanyun Platform

By XCMG HANYUN TECHNOLOGIES

4.6
(52 Ratings)

XCMG, established in 1943, is among the top manufacturers of construction machinery globally. The company focuses on providing high quality solutions and services in the realm of construction equipment. By 2023, XCMG plans to seek the comprehensive transformation and elevation of their industry by venturing into service-oriented sectors. In an effort to stand apart, the company is also keen on becoming more internationally recognized while maintaining its core focus on customer success. This process will involve a greater adoption of intelligent technologies and a commitment to more environmentally friendly practices.

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Logo of Everyware IoT Platform

Everyware IoT Platform

By Eurotech

4.3
(50 Ratings)

Eurotech is a global entity focused on the design, development, and provision of Edge Computers and Internet of Things (IoT) solutions which constitute services, software, and hardware. These solutions cater to system integrators and enterprises. Eurotech offers IoT building blocks, software platforms, Edge Gateway for asset surveillance, and High Performance Edge Computers (HPEC), also appropriate for Artificial Intelligence (AI) applications. In an effort to consistently present holistic solutions, Eurotech collaborates with top-tier companies in related domains to craft superior solutions for the Industrial Internet of Things.

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Logo of AVEVA PI System

AVEVA PI System

By AVEVA

3.6
(44 Ratings)
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Logo of iROOTECH

iROOTECH

By iROOTECH

4.6
(43 Ratings)

ROOTCLOUD TECHNOLOGY CO., LTD, established in June 2016, specializes in IIoT (Industrial Internet of Things) operating systems through the ROOTCLOUD Platform. The company is dedicated to the digital transformation of the industrial sector. It focuses on developing IoT connection products, industry-specific applications, data intelligence, and innovative applications. ROOTCLOUD operates globally with its main offices in China and Singapore. Its products and services span a broad range of industries and functional areas including equipment manufacturing, automobiles, parts, steel, intelligent R&D, manufacturing, services, and industrial finance. The ROOTCLOUD Platform supports a wide range of industrial protocols and has connected numerous high-value industrial equipment types across the globe.

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Logo of Altizon Datonis Industrial IoT Platform

Altizon Datonis Industrial IoT Platform

By Altizon

4.5
(41 Ratings)

Altizon is a global entity operating in the industrial Internet of Things (IoT) sector. The primary focus of Altizon is to empower digital advancements by assisting businesses in effectively utilizing machine data to guide their business decisions. To this end, Altizon has developed the Datonis Manufacturing Suite – a specialized system that utilizes advanced analytics and machine learning algorithms with the aim of promoting smart manufacturing practices, modernizing the management of asset performance, and innovating new business models for the delivery of services. Altizon has broad operational scope across various industries including but not limited to Automotive, Tire, Consumer Packaged Goods (CPG), Chemicals, and Remote Industrial Assets. The headquarters of Altizon are in Palo Alto, USA, with additional office locations in Boston, USA, and Pune, India.

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Logo of Cerebra

Cerebra

By Accenture (Flutura)

4.2
(35 Ratings)

Flutura is an Artificial Intelligence Solutions company with a principal focus on enhancing 'Asset Uptime' and 'Operational Efficiency'. The company has developed a platform called Cerebra, specifically designed for Industrial Internet of Things applications in various sectors such as the Oil & Gas, Specialty Chemicals, and Heavy machinery manufacturing industries. It primarily intends to power connected asset and connected operations use cases. With headquarters and offices around the world, Flutura operates on a global scale. Despite being relatively new, the company has started to gain recognition in the field of industrial IoT analytics. It exhibits an impressive vision and a comprehensive understanding of the industry. Its growing portfolio of international industrial applications further displays Flutura's commitment to its cause.

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Logo of Exosite Industrial IoT Platform

Exosite Industrial IoT Platform

By Exosite

4.8
(34 Ratings)

Exosite was founded in 2009 with a focus on delivering software to enable IoT solutions. Over the course of the company’s history, our software has been used to help hundreds of organizations to connect devices, collect data, and provide valuable insights to take action. Exosite’s ExoSense application and Murano Industrial IoT Platform offer the ability to deploy your own connected product solution with a low code experience. You can use our software in a managed cloud environment, your own cloud infrastructure, or on-premise. In addition to the software, Exosite’s Customer Success team provides support services to help you with your needs.

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Logo of Davra IIoT Platform

Davra IIoT Platform

By Davra

4.7
(32 Ratings)

Davra is an industrial Internet of Things (IIoT) software company empowering businesses to harness the full potential of connected devices. Their team has decades of big data experience with a rich heritage in networking and communications.

Davra's industrial IoT platform enables businesses to quickly develop, deploy, and manage enterprise applications, lowering the barrier to entry to IoT. Features include application enablement, device management, data management, digital twins, advanced analytics and comprehensive security and compliance controls. The platform is available on both AWS and Azure Marketplace.

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Features of Global Industrial IoT Platforms

Updated September 2025

Mandatory Features:

  • Analytics — This function includes the processing of data streams, such as device, enterprise and contextual data, to provide insights into asset states by monitoring use, providing indicators, tracking patterns and optimizing asset use. A variety of techniques, such as rule engines, event stream processing, data visualization and machine learning, may be applied.

  • Device management — This function that enables manual and automated tasks to create, provision, configure, troubleshoot and securely manage fleets of IoT devices and gateways remotely, in bulk or individually.

  • Integration — This function includes tools and technologies, such as communications protocols, APIs and application adapters, which address the data, process, enterprise application and IIoT ecosystem integration requirements across cloud and on-premises implementations for end-to-end IIoT solutions. IIoT platforms integrate into IIoT devices (for example, communications modules and controllers), IIoT gateways, historians OT systems (hardware, software and industrial apps) and enterprise applications (for example, ERP, materials requirements planning [MRP], supply chain management and CRM).

  • Data management — This function includes capabilities that support: 1. Ingesting IoT endpoint and edge device data. 2. Storing data from multiple industrial data sources like historians, data control systems and edge gateways. 3. Providing data accessibility (by devices, IT, OT, engineering technology systems and external parties, when required). 4. Tracking lineage and flow of data. 5. Enforcing data and analytics governance policies to ensure the quality, security, privacy and currency of data

Optional Features:

  • Security — This function includes the software, tools and practices facilitated to audit and ensure compliance. It also establishes preventive, detective and corrective controls and actions to ensure privacy and the security of data across the IIoT solution.

  • Application enablement and management — This function enables business applications in any deployment model to analyze data and accomplish IoT-related business functions. Core software components manage the OS, standard input and output, or file systems to enable other software components of the platform. The application capabilities, such as application platform as a service, include application-enabling infrastructure components, application development, runtime management, and digital twin and digital thread templates and instances. The platform allows users to achieve “cloud scale” scalability and reliability, and to deploy and deliver IoT solutions quickly and seamlessly.

  • An edge-to-cloud architecture — This a centrally managed cloud environment has established cloud service capabilities that are extended to edge environments. In a cloud-to-edge architecture, the cloud control plane — including security, value-added automation principles, governance, operations, programming models and interfaces, and other control elements — originates in the cloud and is then instantiated at the edge. There are some instances where AI is at the edge, and some control plane functions reside at the edge.

  • Data acquisition layer — IT (including IoT) and OT endpoints for analytics and data sharing across various enterprise business applications and middleware that aggregate, analyze, contextualize and visualize data.

Peer Lessons Learned for Global Industrial IoT Platforms

Published October 2024

These lessons focuses on the responses to the questions: “If you could start over, what would your organization do differently?” and “What one piece of advice would you give other prospective customers?”

Peer Lessons Learned for Global Industrial IoT PlatformsLessons learned by your peers shared on Gartner Peer Insights for Global Industrial IoT PlatformsPeer Lessons Learned for Global Industrial IoT PlatformsLesson 1LESSON1Define Your Organization's IIoT Requirements;Secure Internal Stakeholder SupportLesson 2LESSON2Assess the Capabilities of Multiple IIoTPlatforms; Leverage Customer ReviewsLesson 3LESSON3Outline the IIoT Platform's ImplementationStrategy; Automate Data Collection ProcedureLesson 4LESSON4Focus on Familiarizing the Internal Team Withthe Platform; Impart Technical KnowledgeLesson 5LESSON5Implement the IIoT Platform in Limited AreasInitially; Partner With Integration Expertsn = 120Source: Reviews (120) submitted to Gartner Peer InsightsID: 5846647Gartner ®
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Gartner Research

Magic Quadrant for Global Industrial IoT PlatformsCritical Capabilities for Global Industrial IoT Platforms
Gartner Peer Insights 'Voice of the Customer': Global Industrial IoT Platforms

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