Global Artificial Intelligence in Manufacturing Market Size, Share & Industry Trends Analysis Report By Offering (Software, Hardware, and Services), By Application, By Technology, By Industry, By Regional Outlook and Forecast, 2022 - 2028

The Global Artificial Intelligence in Manufacturing Market size is expected to reach $21.3 billion by 2028, rising at a market growth of 43.4% CAGR during the forecast period.

In recent years, artificial intelligence has become one of the fastest-growing technology. AI is linked to human intellect and shares similar traits like language comprehension, thinking, learning, problem solving, and so on. In the development and revision of such a technology, manufacturers in the market face huge underlying intellectual obstacles. AI is at the heart of the market's next-generation software technologies.

The implementation of artificial intelligence in the manufacturing sector is growing due to increased automation in the manufacturing industry and increased demand for big data integration. Moreover, the artificial intelligence in manufacturing market is being driven by the increased use of machine vision cameras in industrial applications such as machinery inspection, material movement, field service, and quality control. Furthermore, leading market players are employing a variety of methods, such as product launch and product innovation, to increase their current product portfolio and maintain competition in the quickly expanding AI industry. Oracle, for example, released new artificial intelligence-based apps for supply chain, manufacturing, and other professionals in October 2017. IBM released Watson Assistant, an AI-powered business assistant, in 2018. This product is an artificial intelligence-enabled smart enterprise assistant.

Artificial intelligence (AI) in manufacturing supply chains can forecast demand trends for items across time, socioeconomic segments, and geographical marketplaces. Prominent corporations are incorporating AI into their systems in order to boost client happiness. For example, GE launched the Brilliant Manufacturing Suite to enable customers to create their Brilliant Factory concept. Moreover, the use of automation and big data in the manufacturing business reduces risks throughout manufacturing processes and allows customers to receive rapid responses, improving the customer experience. However, some human vocations are projected to be replaced by AI-based technological systems in the near future.

COVID-19 Impact Analysis

To stop the spread of the COVID-19 pandemic, unprecedented lockdowns were enacted around the world, and many manufacturing units were shut down. The pandemic wreaked havoc on the global population and the virus killed millions of people around the world. It also had a drastically negative impact on the manufacturing sector. The disposable income of many people dropped. This resulted in lower demand for industrial items and, as a result, slowed global economic activity. Many countries are in the process of recovering from the ill effects of the pandemic. Improvements in manufacturing plant operating efficiency, rising application of AI in intelligent business operations, and increasing deployment of automation technologies to mitigate the consequences of COVID-19 are all prospects for AI in the manufacturing industry.

Market Growth Factors

Developing Industrial IoT and Automation Technologies

The Industrial Internet of Things (IIoT) enables an architecture that offers real-time information about operational and business systems, making industrial operations more efficient, productive, and inventive. The data collected by IoT devices must be transformed into instructions that tell machines how to execute specific tasks. These instructions were created by an AI system that used deep learning, context awareness, and natural language processing to learn human behavior (NLP). AI-based systems function faster and are less likely to make mistakes. As a result, manufacturing efficiency improves, assisting in business expansion.

Demand for AI in Manufacturing Being Driven by Increasing Volume of Complex Datasets

Companies in the manufacturing industry have access to a wealth of data collection and tracking resources. Big data, also known as sensor data, production data, IoT-driven systems, and manufacturing software, is exceedingly massive and difficult for humans to understand. Since vast volumes of structured and unstructured data from a variety of sources can be examined rapidly, AI and big data analytics have emerged as viable solutions for important manufacturing concerns. Organizations can interpret data and detect anomalies using AI and machine learning algorithms, minimize maintenance costs, improve customer service, increase predictive and preventative maintenance, and use raw data to support decision-making.

Market Restraining Factors

Hesitancy Among Manufacturers to Adopt AI-based Technologies

Artificial intelligence (AI) provides firms with tools to improve their predictive maintenance and machinery inspection processes. But, manufacturers, on the other hand, are hesitant to incorporate new technologies, particularly AI-based solutions, into their expensive machines and equipment. Any errors in management could increase the costs. Furthermore, many manufacturers are skeptical of AI-based systems' ability to accurately perform maintenance and inspection tasks. Given these considerations, persuading manufacturers and persuading them that AI-based solutions are cost-effective, effective, and safe is a little more difficult. However, some manufacturers are increasingly accepting of the potential benefits of AI-based solutions and the range of applications they can support.

Offering Outlook

Based on Offering, the market is segmented into Software, Hardware, and Services. The hardware segment procured a substantial revenue share in the artificial intelligence in manufacturing market in 2021. The AI program is executed on hardware that includes processors and logic circuits, among other things. AI requires its processing units, which is anticipated to increase hardware demand. In addition, according to PWC, AI hardware vendors are expanding and consolidating their market share.

Application Outlook

Based on Application, the market is segmented into Predictive maintenance & Machinery Inspection, Inventory Optimization, Quality Control, Cybersecurity, Industrial robots, Field Services, Production Planning, and Others. The predictive maintenance and machinery inspection segment acquired the largest revenue share in the artificial intelligence in manufacturing market. This is due to these technologies (vibration analysis, infrared thermography, motor circuit analysis, and so on) detecting faults that were missed by prior inspection methods while the machine is in use. Condition monitoring, also known as predictive maintenance (PdM), is the early detection and eradication of equipment faults that could result in unplanned downtime or wasteful expenditures using condition-based monitoring technologies, statistical process control, or equipment performance.

Technology Outlook

Based on Technology, the market is segmented into Machine Learning, Computer Vision, Natural Language Processing, and Context-aware Computing. The computer vision segment procured a substantial revenue share in the artificial intelligence in manufacturing market in 2021. This is due to artificial intelligence, along with computer vision techniques, aiding in the faster completion of jobs. The robots can better understand and navigate in the factory environment and around humans with the use of computer vision. The use of AI-based computer vision in smart factories aids in the detection of flaws and problems in the final product. The technology improves the factory's workflow even further. Micron Technology Inc., for example, manufactures memory technology on silicon wafers. This is a highly precise and sophisticated process with a significant likelihood of flaws that are not visible to the naked eye.

Industry Outlook

Based on Industry, the market is segmented into Automotive, Food & Beverage, Pharmaceutical, Heavy Metals & Machine Manufacturing, Semiconductor & Electronics, and Others. The semiconductor and electronics segment procured a substantial revenue share in the artificial intelligence in manufacturing market in 2021. This is due to artificial intelligence (AI) being employed in the semiconductor and electronics sector for production planning, quality control, and material mobility. AI-based solutions are projected to aid manufacturers in lowering production costs, implementing new technologies, and integrating components. Electronics equipment production is a complicated process that necessitates real-time manufacturing data.

Artificial Intelligence in Manufacturing Market Report Coverage

Report Attribute	Details
Market size value in 2021	USD 1.8 Billion
Market size forecast in 2028	USD 21.3 Billion
Base Year	2021
Historical Period	2018 to 2020
Forecast Period	2022 to 2028
Revenue Growth Rate	CAGR of 43.4% from 2022 to 2028
Number of Pages	359
Number of Tables	533
Report coverage	Market Trends, Revenue Estimation and Forecast, Segmentation Analysis, Regional and Country Breakdown, Competitive Landscape, Companies Strategic Developments, Company Profiling
Segments covered	Offering, Application, Technology, Industry, Region
Country scope	US, Canada, Mexico, Germany, UK, France, Russia, Spain, Italy, China, Japan, India, South Korea, Singapore, Malaysia, Brazil, Argentina, UAE, Saudi Arabia, South Africa, Nigeria
Growth Drivers	Developing Industrial IoT and Automation Technologies Demand for AI in Manufacturing Being Driven by Increasing Volume of Complex Datasets
Restraints	Hesitancy Among Manufacturers to Adopt AI-based Technologies

Regional Outlook

Based on Regions, the market is segmented into North America, Europe, Asia Pacific, and Latin America, Middle East & Africa. The Asia Pacific region acquired the largest revenue share in the artificial intelligence in manufacturing market in 2021. To study innovative technologies, Japan has developed the Industrial Value Chain Initiative. Among the leading corporations that cater to big industries in the electric, IT, machinery, and automobile fields are Mitsubishi Electric, Fujitsu, Nissan Motor, and Panasonic. For a long time, connected machines and transport robots have been employed on the shop floor of corporations like Toyota. Furthermore, the government has promoted IT initiatives around the country. Information and communication technology, manufacturing processes, the automotive and industrial sectors, automation and robot technologies, and electronic parts are all strong areas for Japan.

Free Valuable Insights: Global Artificial Intelligence in Manufacturing Market size to reach USD 21.3 Billion by 2028

KBV Cardinal Matrix - Artificial Intelligence in Manufacturing Market Competition Analysis

The major strategies followed by the market participants are Product Launches. Based on the Analysis presented in the Cardinal matrix; Apple, Inc. and Google, Inc. are the forerunners in the Artificial Intelligence in Manufacturing Market. Companies such as IBM Corporation, Intel Corporation, and NVIDIA are some of the key innovators in the Market.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include NVIDIA Corporation, Cisco Systems, Inc., Microsoft Corporation, IBM Corporation, Intel Corporation, Oracle Corporation, Google LLC, Micron Technology, Inc., Siemens AG, and General Electric (GE) Co.

Recent Strategies Deployed in Artificial Intelligence in Manufacturing Market

Partnerships, Collaborations and Agreements:

• Mar-2022: Cisco formed a partnership with Cogniac Corporation, a California-based provider of artificial intelligence (AI) image and video analysis. The partnership aimed to quicken the delivery of AI-powered computer vision applications at the edge of the network. The partnership enabled enterprise customers to build smarter, more automated spaces that improve employee productivity, enhance customer experiences, and automate operations without the need for new infrastructure. Enterprises could utilize video intelligence to create customized experiences for safer environments and smarter spaces with a Cisco Meraki cloud-managed smart camera solution. Customers are enabled to solve a wide variety of use cases that require analytics.
• Dec-2021: NVIDIA collaborated with Sight Machine, a company that offers an analytics platform that helps solve critical challenges in quality and productivity. The collaboration aimed to apply machine learning to turn the chaos of factory data into insights for enhancing production. The collaboration joined Sight Machine's manufacturing data foundation with NVIDIA's AI platform to remove the last hurdle in the digital transformation of manufacturing - getting raw factory data ready for analysis. NVIDIA machine learning software running on NVIDIA GPU hardware would be guided by Sight Machine's manufacturing intelligence to process two or more orders of magnitude more data at the beginning of digital transformation projects.
• Nov-2021: IBM joined hands with NeuReality, an Israeli AI systems and semiconductor company. Under the collaboration, both companies aimed to develop high-performance AI inference platforms designed to offer cost and power consumption enhancements for deep learning. The platforms would be built for verticals like finance, insurance, healthcare, manufacturing, and smart cities to adopt computer vision, natural language processing, recommendation systems, and other AI use cases.
• Sep-2021: Google entered into a partnership with C3 AI, a leading enterprise AI software provider. It was a unique partnership aimed to assist organizations across multiple industries accelerates their application of artificial intelligence (AI) solutions. Under the partnership, both companies' global sales teams co-sold C3 AI's enterprise AI applications, running on Google Cloud. The entire product line of C3 AI's Enterprise AI applications, including industry-specific AI Applications, C3 AI Suite®, C3 AI CRM, and C3 AI Ex Machina, was made available on Google Cloud's global, secure, and low-latency infrastructure, enabling customers to run C3 AI on the industry's cleanest cloud.
• Aug-2021: Google entered into a partnership with Tata Consultancy Services (TCS), an Indian information technology services and consulting company. The partnership aimed at creating experience centers for customers to analyze cloud solutions, apart from co-developing new solutions that offer digital consumer experiences in retail, manufacturing, and financial services. The partnership and the new Google Garages at TCS Pace Ports helped the companies enable enterprises with the vital capabilities required to adopt the cloud for purpose-led, sustainable growth.
• Jun-2021: Nvidia entered into a partnership with Google Cloud, a company under Google offering cloud computing solutions. Under the partnership, Nvidia aimed to establish an AI-on-5G Innovation Lab, allowing network infrastructure players and AI software partners to develop, test, and deploy solutions that will help quicken the development of smart cities, smart factories, and other advanced 5G and AI applications. The lab would offer enterprises access to Google Cloud’s Anthos platform and NVIDIA accelerated computing hardware and software platforms that let them utilize data and AI to propel business performance, enhance operational efficiency, and optimize safety and dependability.
• Jun-2021: Intel joined hands with PathPartner Technology, a dominant product R&D organization. Under the collaboration, PathPartner Technology provided an Artificial Intelligence (AI) technology-based arc welding defect detection solution to the manufacturing industry. PathPartner utilized its expertise in building state-of-the-art AI and Machine Vision software on Intel edge processors to aid manufacturers in fruitfully adopting the defect detection technology and expanding it to address wider Industry 4.0 use-cases. Intel developed its AI technology to address an expensive, age-old problem of manual defect detection in the robotic welding process. The AI uses a deep neural network-based inferencing engine to identify defects that are not possible for a human eye.
• Jun-2021: Intel collaborated with EXOR International, JMA Wireless, and Telecom Italia. Intel aimed to build a 5G smart factory “from the ground up” to show the advantages of Industry 4.0 digitalization. Industry 4.0, also referred to as the fourth industrial revolution, integrates modern technologies like 5G, AI, IoT, AR/VR, and cloud and edge computing, to bring the digital transformation of manufacturing/production and related industries and value-creation processes. 
• Jun-2021: Microsoft signed an agreement with Mars, an American multinational manufacturer of confectionery, pet food, and other food products. Under the agreement, the companies built upon a longstanding technology relationship that would influence every touchpoint across the consumer experience. The latest agreement increased the reach of intelligent manufacturing supply chains. The companies cooperated to integrate data across a digital infrastructure that offered Mars business insights to accelerate growth and develop trust with customers and consumers through transparent experiences.
• Apr-2021: Siemens teamed up with Google Cloud, a company under Google offering cloud computing solutions. The collaboration aimed to optimize factory processes and enhance productivity on the shop floor. Siemens integrated Google Cloud’s leading data cloud and artificial intelligence/machine learning (AI/ML) technologies with its factory automation solutions to assist manufacturers in innovating for the future.
• Apr-2021: Siemens joined hands with Toyota, a Japanese multinational automotive manufacturer. The collaboration aimed to develop artificial intelligence (AI) that can forecast product abnormalities in aluminum die casting, an important stage in automotive air conditioning compressor production. The system was one of the world's first to utilize defect prediction AI for die casting. It enhanced quality and productivity by using the AI application in Industrial Edge, the Siemens edge computing platform for the industry.
• Dec-2020: Microsoft entered into a partnership with SAP, a German multinational software corporation. The partnership empowered customers to design and manage intelligent digital supply chains and Industry 4.0 solutions in the cloud and at the edge. As a consequence of this partnership, organizations were able to use a comprehensive set of SAP Digital Supply Chain solutions on Microsoft Azure, including SAP solutions for digital manufacturing, SAP Intelligent Asset Management solutions, SAP Integrated Business Planning, and SAP Logistics Business Network.
• Jul-2020: Google formed a partnership with Groupe Renault, a French multinational automobile manufacturer. The partnership is aimed at accelerating the digitization of Groupe Renault’s industrial system and Industry 4.0 transformation. Google Cloud's solutions and expertise in artificial intelligence (AI), machine learning (ML), and smart analytics, empowered Groupe Renault to enhance its supply chain and manufacturing efficiency, its production quality, and reduce its environmental impact through energy savings.
• Mar-2020: Siemens teamed up with NEC, a company delivering communications and IT infrastructure. Under the collaboration, both companies aimed to offer a tracking and analysis solution for manufacturing that connects MindSphere®, the cloud-based, open Internet of Things (IoT) operating system from Siemens, and NEC's System Invariant Analysis Technology (SIAT). As per the agreement, NEC joined the MindSphere Partner Program, which offered NEC access to specialized technical training and helps from Siemens as well as numerous joint go-to-market capabilities.

Product Launch and Product Expansion:

• Mar-2022: Nvidia unveiled the fourth-generation NVIDIA DGX system, the world's foremost AI platform to be made with new NVIDIA H100 Tensor Core GPUs. These systems offer the scale required to meet the huge compute requirements of large language models, recommender systems, healthcare research and climate science. Each DGX H100 is packs 8 NVIDIA H100 GPUs, tethered as one by NVIDIA NVLink, and offers 2 petaflops of AI performance at new FP8 precision
• Feb-2022: Intel released updates to its OpenVINO artificial intelligence (AI) developer toolkit, which enabled developers to utilize it to bring a wider range of intelligent applications to the edge. A manufacturer could utilize the toolkit to create a defect spotting system and a way to hear a machine’s motor for signs of failure with broader model support.
• Feb-2022: Siemens launched NX™ software, its industry-leading software, and a part of the Xcelerator portfolio of software and services. This newest version of NX software utilizes advanced technologies like artificial intelligence (AI) and advanced simulation capabilities, whilst enhancing productivity and capability to help its community of designers, engineers, and manufacturers to innovate more quickly. The novel NX Topology Optimizer helps to make parts based purely on functional and design space needs, resulting in completely editable convergent bodies that would be almost impossible to design and engineer manually.

Acquisition and Merger:

• Apr-2021: IBM completed the acquisition of myInvenio, a process mining software company based in Reggio Emilia, Italy. The acquisition provided organizations with data-driven software that helped them recognize the most impactful business processes to automate using AI – including sales, procurement, production, and accounting. It also advanced IBM's hybrid cloud and AI strategy by delivering a comprehensive suite of AI-powered automation capabilities for business automation to customers.

Scope of the Study

Market Segments Covered in the Report:

By Offering

• Software
• Hardware
• Services

By Application

• Predictive maintenance & Machinery Inspection
• Inventory Optimization
• Quality Control
• Cybersecurity
• Industrial robots
• Field Services
• Production Planning
• Others

By Technology

• Machine Learning
• Computer Vision
• Natural Language Processing
• Context-aware Computing

By Industry

• Automotive
• Food & Beverage
• Pharmaceutical
• Heavy Metals & Machine Manufacturing
• Semiconductor & Electronics
• Others

By Geography

• North America
  • US
  • Canada
  • Mexico
  • Rest of North America
• Europe
  • Germany
  • UK
  • France
  • Russia
  • Spain
  • Italy
  • Rest of Europe
• Asia Pacific
  • China
  • Japan
  • India
  • South Korea
  • Singapore
  • Malaysia
  • Rest of Asia Pacific
• LAMEA
  • Brazil
  • Argentina
  • UAE
  • Saudi Arabia
  • South Africa
  • Nigeria
  • Rest of LAMEA

Key Market Players

List of Companies Profiled in the Report:

• NVIDIA Corporation
• Cisco Systems, Inc.
• Microsoft Corporation
• IBM Corporation
• Intel Corporation
• Oracle Corporation
• Google LLC
• Micron Technology, Inc.
• Siemens AG
• General Electric (GE) Co.

Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 Global Artificial Intelligence in Manufacturing Market, by Offering
1.4.2 Global Artificial Intelligence in Manufacturing Market, by Application
1.4.3 Global Artificial Intelligence in Manufacturing Market, by Technology
1.4.4 Global Artificial Intelligence in Manufacturing Market, by Industry
1.4.5 Global Artificial Intelligence in Manufacturing Market, by Geography
1.5 Methodology for the research

Chapter 2. Market Overview
2.1 Introduction
2.1.1 Overview
2.1.1.1 Market Composition and Scenario
2.2 Key Factors Impacting the Market
2.2.1 Market Drivers
2.2.2 Market Restraints

Chapter 3. Competition Analysis - Global
3.1 KBV Cardinal Matrix
3.2 Recent Industry Wide Strategic Developments
3.2.1 Partnerships, Collaborations and Agreements
3.2.2 Product Launches and Product Expansions
3.2.3 Acquisition and Mergers
3.1 Market Share Analysis, 2020
3.2 Top Winning Strategies
3.2.1 Key Leading Strategies: Percentage Distribution (2018-2022)
3.2.2 Key Strategic Move: (Partnerships, Collaborations and Agreements: 2018, Aug – 2022, Mar) Leading Players

Chapter 4. Global Artificial Intelligence in Manufacturing Market by Offering
4.1 Global Software Market by Region
4.2 Global Hardware Market by Region
4.3 Global Services Market by Region

Chapter 5. Global Artificial Intelligence in Manufacturing Market by Application
5.1 Global Predictive maintenance & Machinery Inspection Market by Region
5.2 Global Inventory Optimization Market by Region
5.3 Global Quality Control Market by Region
5.4 Global Cybersecurity Market by Region
5.5 Global Industrial robots Market by Region
5.6 Global Field Services Market by Region
5.7 Global Production Planning Market by Region
5.8 Global Others Market by Region

Chapter 6. Global Artificial Intelligence in Manufacturing Market by Technology
6.1 Global Machine Learning Market by Region
6.2 Global Computer Vision Market by Region
6.3 Global Natural Language Processing Market by Region
6.4 Global Context-aware Computing Market by Region

Chapter 7. Global Artificial Intelligence in Manufacturing Market by Industry
7.1 Global Automotive Market by Region
7.2 Global Food & Beverage Market by Region
7.3 Global Pharmaceutical Market by Region
7.4 Global Heavy Metals & Machine Manufacturing Market by Region
7.5 Global Semiconductor & Electronics Market by Region
7.6 Global Others Market by Region

Chapter 8. Global Artificial Intelligence in Manufacturing Market by Region
8.1 North America Artificial Intelligence in Manufacturing Market
8.1.1 North America Artificial Intelligence in Manufacturing Market by Offering
8.1.1.1 North America Software Market by Country
8.1.1.2 North America Hardware Market by Country
8.1.1.3 North America Services Market by Country
8.1.2 North America Artificial Intelligence in Manufacturing Market by Application
8.1.2.1 North America Predictive maintenance & Machinery Inspection Market by Country
8.1.2.2 North America Inventory Optimization Market by Country
8.1.2.3 North America Quality Control Market by Country
8.1.2.4 North America Cybersecurity Market by Country
8.1.2.5 North America Industrial robots Market by Country
8.1.2.6 North America Field Services Market by Country
8.1.2.7 North America Production Planning Market by Country
8.1.2.8 North America Others Market by Country
8.1.3 North America Artificial Intelligence in Manufacturing Market by Technology
8.1.3.1 North America Machine Learning Market by Country
8.1.3.2 North America Computer Vision Market by Country
8.1.3.3 North America Natural Language Processing Market by Country
8.1.3.4 North America Context-aware Computing Market by Country
8.1.4 North America Artificial Intelligence in Manufacturing Market by Industry
8.1.4.1 North America Automotive Market by Country
8.1.4.2 North America Food & Beverage Market by Country
8.1.4.3 North America Pharmaceutical Market by Country
8.1.4.4 North America Heavy Metals & Machine Manufacturing Market by Country
8.1.4.5 North America Semiconductor & Electronics Market by Country
8.1.4.6 North America Others Market by Country
8.1.5 North America Artificial Intelligence in Manufacturing Market by Country
8.1.5.1 US Artificial Intelligence in Manufacturing Market
8.1.5.1.1 US Artificial Intelligence in Manufacturing Market by Offering
8.1.5.1.2 US Artificial Intelligence in Manufacturing Market by Application
8.1.5.1.3 US Artificial Intelligence in Manufacturing Market by Technology
8.1.5.1.4 US Artificial Intelligence in Manufacturing Market by Industry
8.1.5.2 Canada Artificial Intelligence in Manufacturing Market
8.1.5.2.1 Canada Artificial Intelligence in Manufacturing Market by Offering
8.1.5.2.2 Canada Artificial Intelligence in Manufacturing Market by Application
8.1.5.2.3 Canada Artificial Intelligence in Manufacturing Market by Technology
8.1.5.2.4 Canada Artificial Intelligence in Manufacturing Market by Industry
8.1.5.3 Mexico Artificial Intelligence in Manufacturing Market
8.1.5.3.1 Mexico Artificial Intelligence in Manufacturing Market by Offering
8.1.5.3.2 Mexico Artificial Intelligence in Manufacturing Market by Application
8.1.5.3.3 Mexico Artificial Intelligence in Manufacturing Market by Technology
8.1.5.3.4 Mexico Artificial Intelligence in Manufacturing Market by Industry
8.1.5.4 Rest of North America Artificial Intelligence in Manufacturing Market
8.1.5.4.1 Rest of North America Artificial Intelligence in Manufacturing Market by Offering
8.1.5.4.2 Rest of North America Artificial Intelligence in Manufacturing Market by Application
8.1.5.4.3 Rest of North America Artificial Intelligence in Manufacturing Market by Technology
8.1.5.4.4 Rest of North America Artificial Intelligence in Manufacturing Market by Industry
8.2 Europe Artificial Intelligence in Manufacturing Market
8.2.1 Europe Artificial Intelligence in Manufacturing Market by Offering
8.2.1.1 Europe Software Market by Country
8.2.1.2 Europe Hardware Market by Country
8.2.1.3 Europe Services Market by Country
8.2.2 Europe Artificial Intelligence in Manufacturing Market by Application
8.2.2.1 Europe Predictive maintenance & Machinery Inspection Market by Country
8.2.2.2 Europe Inventory Optimization Market by Country
8.2.2.3 Europe Quality Control Market by Country
8.2.2.4 Europe Cybersecurity Market by Country
8.2.2.5 Europe Industrial robots Market by Country
8.2.2.6 Europe Field Services Market by Country
8.2.2.7 Europe Production Planning Market by Country
8.2.2.8 Europe Others Market by Country
8.2.3 Europe Artificial Intelligence in Manufacturing Market by Technology
8.2.3.1 Europe Machine Learning Market by Country
8.2.3.2 Europe Computer Vision Market by Country
8.2.3.3 Europe Natural Language Processing Market by Country
8.2.3.4 Europe Context-aware Computing Market by Country
8.2.4 Europe Artificial Intelligence in Manufacturing Market by Industry
8.2.4.1 Europe Automotive Market by Country
8.2.4.2 Europe Food & Beverage Market by Country
8.2.4.3 Europe Pharmaceutical Market by Country
8.2.4.4 Europe Heavy Metals & Machine Manufacturing Market by Country
8.2.4.5 Europe Semiconductor & Electronics Market by Country
8.2.4.6 Europe Others Market by Country
8.2.5 Europe Artificial Intelligence in Manufacturing Market by Country
8.2.5.1 Germany Artificial Intelligence in Manufacturing Market
8.2.5.1.1 Germany Artificial Intelligence in Manufacturing Market by Offering
8.2.5.1.2 Germany Artificial Intelligence in Manufacturing Market by Application
8.2.5.1.3 Germany Artificial Intelligence in Manufacturing Market by Technology
8.2.5.1.4 Germany Artificial Intelligence in Manufacturing Market by Industry
8.2.5.2 UK Artificial Intelligence in Manufacturing Market
8.2.5.2.1 UK Artificial Intelligence in Manufacturing Market by Offering
8.2.5.2.2 UK Artificial Intelligence in Manufacturing Market by Application
8.2.5.2.3 UK Artificial Intelligence in Manufacturing Market by Technology
8.2.5.2.4 UK Artificial Intelligence in Manufacturing Market by Industry
8.2.5.3 France Artificial Intelligence in Manufacturing Market
8.2.5.3.1 France Artificial Intelligence in Manufacturing Market by Offering
8.2.5.3.2 France Artificial Intelligence in Manufacturing Market by Application
8.2.5.3.3 France Artificial Intelligence in Manufacturing Market by Technology
8.2.5.3.4 France Artificial Intelligence in Manufacturing Market by Industry
8.2.5.4 Russia Artificial Intelligence in Manufacturing Market
8.2.5.4.1 Russia Artificial Intelligence in Manufacturing Market by Offering
8.2.5.4.2 Russia Artificial Intelligence in Manufacturing Market by Application
8.2.5.4.3 Russia Artificial Intelligence in Manufacturing Market by Technology
8.2.5.4.4 Russia Artificial Intelligence in Manufacturing Market by Industry
8.2.5.5 Spain Artificial Intelligence in Manufacturing Market
8.2.5.5.1 Spain Artificial Intelligence in Manufacturing Market by Offering
8.2.5.5.2 Spain Artificial Intelligence in Manufacturing Market by Application
8.2.5.5.3 Spain Artificial Intelligence in Manufacturing Market by Technology
8.2.5.5.4 Spain Artificial Intelligence in Manufacturing Market by Industry
8.2.5.6 Italy Artificial Intelligence in Manufacturing Market
8.2.5.6.1 Italy Artificial Intelligence in Manufacturing Market by Offering
8.2.5.6.2 Italy Artificial Intelligence in Manufacturing Market by Application
8.2.5.6.3 Italy Artificial Intelligence in Manufacturing Market by Technology
8.2.5.6.4 Italy Artificial Intelligence in Manufacturing Market by Industry
8.2.5.7 Rest of Europe Artificial Intelligence in Manufacturing Market
8.2.5.7.1 Rest of Europe Artificial Intelligence in Manufacturing Market by Offering
8.2.5.7.2 Rest of Europe Artificial Intelligence in Manufacturing Market by Application
8.2.5.7.3 Rest of Europe Artificial Intelligence in Manufacturing Market by Technology
8.2.5.7.4 Rest of Europe Artificial Intelligence in Manufacturing Market by Industry
8.3 Asia Pacific Artificial Intelligence in Manufacturing Market
8.3.1 Asia Pacific Artificial Intelligence in Manufacturing Market by Offering
8.3.1.1 Asia Pacific Software Market by Country
8.3.1.2 Asia Pacific Hardware Market by Country
8.3.1.3 Asia Pacific Services Market by Country
8.3.2 Asia Pacific Artificial Intelligence in Manufacturing Market by Application
8.3.2.1 Asia Pacific Predictive maintenance & Machinery Inspection Market by Country
8.3.2.2 Asia Pacific Inventory Optimization Market by Country
8.3.2.3 Asia Pacific Quality Control Market by Country
8.3.2.4 Asia Pacific Cybersecurity Market by Country
8.3.2.5 Asia Pacific Industrial robots Market by Country
8.3.2.6 Asia Pacific Field Services Market by Country
8.3.2.7 Asia Pacific Production Planning Market by Country
8.3.2.8 Asia Pacific Others Market by Country
8.3.3 Asia Pacific Artificial Intelligence in Manufacturing Market by Technology
8.3.3.1 Asia Pacific Machine Learning Market by Country
8.3.3.2 Asia Pacific Computer Vision Market by Country
8.3.3.3 Asia Pacific Natural Language Processing Market by Country
8.3.3.4 Asia Pacific Context-aware Computing Market by Country
8.3.4 Asia Pacific Artificial Intelligence in Manufacturing Market by Industry
8.3.4.1 Asia Pacific Automotive Market by Country
8.3.4.2 Asia Pacific Food & Beverage Market by Country
8.3.4.3 Asia Pacific Pharmaceutical Market by Country
8.3.4.4 Asia Pacific Heavy Metals & Machine Manufacturing Market by Country
8.3.4.5 Asia Pacific Semiconductor & Electronics Market by Country
8.3.4.6 Asia Pacific Others Market by Country
8.3.5 Asia Pacific Artificial Intelligence in Manufacturing Market by Country
8.3.5.1 China Artificial Intelligence in Manufacturing Market
8.3.5.1.1 China Artificial Intelligence in Manufacturing Market by Offering
8.3.5.1.2 China Artificial Intelligence in Manufacturing Market by Application
8.3.5.1.3 China Artificial Intelligence in Manufacturing Market by Technology
8.3.5.1.4 China Artificial Intelligence in Manufacturing Market by Industry
8.3.5.2 Japan Artificial Intelligence in Manufacturing Market
8.3.5.2.1 Japan Artificial Intelligence in Manufacturing Market by Offering
8.3.5.2.2 Japan Artificial Intelligence in Manufacturing Market by Application
8.3.5.2.3 Japan Artificial Intelligence in Manufacturing Market by Technology
8.3.5.2.4 Japan Artificial Intelligence in Manufacturing Market by Industry
8.3.5.3 India Artificial Intelligence in Manufacturing Market
8.3.5.3.1 India Artificial Intelligence in Manufacturing Market by Offering
8.3.5.3.2 India Artificial Intelligence in Manufacturing Market by Application
8.3.5.3.3 India Artificial Intelligence in Manufacturing Market by Technology
8.3.5.3.4 India Artificial Intelligence in Manufacturing Market by Industry
8.3.5.4 South Korea Artificial Intelligence in Manufacturing Market
8.3.5.4.1 South Korea Artificial Intelligence in Manufacturing Market by Offering
8.3.5.4.2 South Korea Artificial Intelligence in Manufacturing Market by Application
8.3.5.4.3 South Korea Artificial Intelligence in Manufacturing Market by Technology
8.3.5.4.4 South Korea Artificial Intelligence in Manufacturing Market by Industry
8.3.5.5 Singapore Artificial Intelligence in Manufacturing Market
8.3.5.5.1 Singapore Artificial Intelligence in Manufacturing Market by Offering
8.3.5.5.2 Singapore Artificial Intelligence in Manufacturing Market by Application
8.3.5.5.3 Singapore Artificial Intelligence in Manufacturing Market by Technology
8.3.5.5.4 Singapore Artificial Intelligence in Manufacturing Market by Industry
8.3.5.6 Malaysia Artificial Intelligence in Manufacturing Market
8.3.5.6.1 Malaysia Artificial Intelligence in Manufacturing Market by Offering
8.3.5.6.2 Malaysia Artificial Intelligence in Manufacturing Market by Application
8.3.5.6.3 Malaysia Artificial Intelligence in Manufacturing Market by Technology
8.3.5.6.4 Malaysia Artificial Intelligence in Manufacturing Market by Industry
8.3.5.7 Rest of Asia Pacific Artificial Intelligence in Manufacturing Market
8.3.5.7.1 Rest of Asia Pacific Artificial Intelligence in Manufacturing Market by Offering
8.3.5.7.2 Rest of Asia Pacific Artificial Intelligence in Manufacturing Market by Application
8.3.5.7.3 Rest of Asia Pacific Artificial Intelligence in Manufacturing Market by Technology
8.3.5.7.4 Rest of Asia Pacific Artificial Intelligence in Manufacturing Market by Industry
8.4 LAMEA Artificial Intelligence in Manufacturing Market
8.4.1 LAMEA Artificial Intelligence in Manufacturing Market by Offering
8.4.1.1 LAMEA Software Market by Country
8.4.1.2 LAMEA Hardware Market by Country
8.4.1.3 LAMEA Services Market by Country
8.4.2 LAMEA Artificial Intelligence in Manufacturing Market by Application
8.4.2.1 LAMEA Predictive maintenance & Machinery Inspection Market by Country
8.4.2.2 LAMEA Inventory Optimization Market by Country
8.4.2.3 LAMEA Quality Control Market by Country
8.4.2.4 LAMEA Cybersecurity Market by Country
8.4.2.5 LAMEA Industrial robots Market by Country
8.4.2.6 LAMEA Field Services Market by Country
8.4.2.7 LAMEA Production Planning Market by Country
8.4.2.8 LAMEA Others Market by Country
8.4.3 LAMEA Artificial Intelligence in Manufacturing Market by Technology
8.4.3.1 LAMEA Machine Learning Market by Country
8.4.3.2 LAMEA Computer Vision Market by Country
8.4.3.3 LAMEA Natural Language Processing Market by Country
8.4.3.4 LAMEA Context-aware Computing Market by Country
8.4.4 LAMEA Artificial Intelligence in Manufacturing Market by Industry
8.4.4.1 LAMEA Automotive Market by Country
8.4.4.2 LAMEA Food & Beverage Market by Country
8.4.4.3 LAMEA Pharmaceutical Market by Country
8.4.4.4 LAMEA Heavy Metals & Machine Manufacturing Market by Country
8.4.4.5 LAMEA Semiconductor & Electronics Market by Country
8.4.4.6 LAMEA Others Market by Country
8.4.5 LAMEA Artificial Intelligence in Manufacturing Market by Country
8.4.5.1 Brazil Artificial Intelligence in Manufacturing Market
8.4.5.1.1 Brazil Artificial Intelligence in Manufacturing Market by Offering
8.4.5.1.2 Brazil Artificial Intelligence in Manufacturing Market by Application
8.4.5.1.3 Brazil Artificial Intelligence in Manufacturing Market by Technology
8.4.5.1.4 Brazil Artificial Intelligence in Manufacturing Market by Industry
8.4.5.2 Argentina Artificial Intelligence in Manufacturing Market
8.4.5.2.1 Argentina Artificial Intelligence in Manufacturing Market by Offering
8.4.5.2.2 Argentina Artificial Intelligence in Manufacturing Market by Application
8.4.5.2.3 Argentina Artificial Intelligence in Manufacturing Market by Technology
8.4.5.2.4 Argentina Artificial Intelligence in Manufacturing Market by Industry
8.4.5.3 UAE Artificial Intelligence in Manufacturing Market
8.4.5.3.1 UAE Artificial Intelligence in Manufacturing Market by Offering
8.4.5.3.2 UAE Artificial Intelligence in Manufacturing Market by Application
8.4.5.3.3 UAE Artificial Intelligence in Manufacturing Market by Technology
8.4.5.3.4 UAE Artificial Intelligence in Manufacturing Market by Industry
8.4.5.4 Saudi Arabia Artificial Intelligence in Manufacturing Market
8.4.5.4.1 Saudi Arabia Artificial Intelligence in Manufacturing Market by Offering
8.4.5.4.2 Saudi Arabia Artificial Intelligence in Manufacturing Market by Application
8.4.5.4.3 Saudi Arabia Artificial Intelligence in Manufacturing Market by Technology
8.4.5.4.4 Saudi Arabia Artificial Intelligence in Manufacturing Market by Industry
8.4.5.5 South Africa Artificial Intelligence in Manufacturing Market
8.4.5.5.1 South Africa Artificial Intelligence in Manufacturing Market by Offering
8.4.5.5.2 South Africa Artificial Intelligence in Manufacturing Market by Application
8.4.5.5.3 South Africa Artificial Intelligence in Manufacturing Market by Technology
8.4.5.5.4 South Africa Artificial Intelligence in Manufacturing Market by Industry
8.4.5.6 Nigeria Artificial Intelligence in Manufacturing Market
8.4.5.6.1 Nigeria Artificial Intelligence in Manufacturing Market by Offering
8.4.5.6.2 Nigeria Artificial Intelligence in Manufacturing Market by Application
8.4.5.6.3 Nigeria Artificial Intelligence in Manufacturing Market by Technology
8.4.5.6.4 Nigeria Artificial Intelligence in Manufacturing Market by Industry
8.4.5.7 Rest of LAMEA Artificial Intelligence in Manufacturing Market
8.4.5.7.1 Rest of LAMEA Artificial Intelligence in Manufacturing Market by Offering
8.4.5.7.2 Rest of LAMEA Artificial Intelligence in Manufacturing Market by Application
8.4.5.7.3 Rest of LAMEA Artificial Intelligence in Manufacturing Market by Technology
8.4.5.7.4 Rest of LAMEA Artificial Intelligence in Manufacturing Market by Industry

Chapter 9. Company Profiles
9.1 NVIDIA Corporation
9.1.1 Company Overview
9.1.5 Recent Strategies and Developments
9.1.5.1 Partnerships, Collaborations, and Agreements:
9.1.5.2 Product Launches and Product Expansions:
9.2 Cisco Systems, Inc.
9.2.1 Company Overview
9.2.2 Financial Analysis
9.2.3 Regional Analysis
9.2.4 Research & Development Expense
9.2.5 Recent Strategies and Developments
9.2.5.1 Partnerships, Collaborations, and Agreements:
9.3 Microsoft Corporation
9.3.1 Company Overview
9.3.2 Financial Analysis
9.3.3 Segmental and Regional Analysis
9.3.4 Research & Development Expenses
9.3.5 Recent Strategies and Developments
9.3.5.1 Partnerships, Collaborations, and Agreements:
9.4 IBM Corporation
9.4.1 Company Overview
9.4.2 Financial Analysis
9.4.3 Regional & Segmental Analysis
9.4.4 Research & Development Expenses
9.4.5 Recent Strategies and Developments
9.4.5.1 Partnerships, Collaborations, and Agreements:
9.4.5.2 Acquisitions and Mergers:
9.5 Intel Corporation
9.5.1 Company Overview
9.5.2 Financial Analysis
9.5.3 Segmental and Regional Analysis
9.5.4 Research & Development Expenses
9.5.5 Recent Strategies and Developments
9.5.5.1 Partnerships, Collaborations, and Agreements:
9.5.5.2 Product Launches and Product Expansions:
9.6 Oracle Corporation
9.6.1 Company Overview
9.6.2 Financial Analysis
9.6.3 Segmental and Regional Analysis
9.6.4 Research & Development Expense
9.6.5 Recent Strategies and Developments
9.6.5.1 Product Launches and Product Expansions:
9.7 Google LLC
9.7.1 Company Overview
9.7.2 Financial Analysis
9.7.3 Segmental and Regional Analysis
9.7.4 Research & Development Expense
9.7.5 Recent Strategies and Developments
9.7.5.1 Partnerships, Collaborations, and Agreements:
9.8 Micron Technology, Inc.
9.8.1 Company Overview
9.8.2 Financial Analysis
9.8.3 Segmental and Regional Analysis
9.8.4 Research & Development Expense
9.9 Siemens AG
9.9.1 Company Overview
9.9.2 Financial Analysis
9.9.3 Segmental and Regional Analysis
9.9.4 Research & Development Expense
9.9.5 Recent Strategies and Developments
9.9.5.1 Partnerships, Collaborations, and Agreements:
9.9.5.2 Product Launches and Product Expansions:
9.10. General Electric (GE) Co.
9.10.1 Company Overview
9.10.2 Financial Analysis
9.10.3 Segmental and Regional Analysis
9.10.4 Research & Development Expense

TABLE 1 Global Artificial Intelligence in Manufacturing Market, 2018 - 2021, USD Million
TABLE 2 Global Artificial Intelligence in Manufacturing Market, 2022 - 2028, USD Million
TABLE 3 Partnerships, Collaborations and Agreements– Artificial Intelligence in Manufacturing Market
TABLE 4 Product Launches And Product Expansions– Artificial Intelligence in Manufacturing Market
TABLE 5 Acquisition and Mergers– Artificial Intelligence in Manufacturing Market
TABLE 6 Global Artificial Intelligence in Manufacturing Market by Offering, 2018 - 2021, USD Million
TABLE 7 Global Artificial Intelligence in Manufacturing Market by Offering, 2022 - 2028, USD Million
TABLE 8 Global Software Market by Region, 2018 - 2021, USD Million
TABLE 9 Global Software Market by Region, 2022 - 2028, USD Million
TABLE 10 Global Hardware Market by Region, 2018 - 2021, USD Million
TABLE 11 Global Hardware Market by Region, 2022 - 2028, USD Million
TABLE 12 Global Services Market by Region, 2018 - 2021, USD Million
TABLE 13 Global Services Market by Region, 2022 - 2028, USD Million
TABLE 14 Global Artificial Intelligence in Manufacturing Market by Application, 2018 - 2021, USD Million
TABLE 15 Global Artificial Intelligence in Manufacturing Market by Application, 2022 - 2028, USD Million
TABLE 16 Global Predictive maintenance & Machinery Inspection Market by Region, 2018 - 2021, USD Million
TABLE 17 Global Predictive maintenance & Machinery Inspection Market by Region, 2022 - 2028, USD Million
TABLE 18 Global Inventory Optimization Market by Region, 2018 - 2021, USD Million
TABLE 19 Global Inventory Optimization Market by Region, 2022 - 2028, USD Million
TABLE 20 Global Quality Control Market by Region, 2018 - 2021, USD Million
TABLE 21 Global Quality Control Market by Region, 2022 - 2028, USD Million
TABLE 22 Global Cybersecurity Market by Region, 2018 - 2021, USD Million
TABLE 23 Global Cybersecurity Market by Region, 2022 - 2028, USD Million
TABLE 24 Global Industrial robots Market by Region, 2018 - 2021, USD Million
TABLE 25 Global Industrial robots Market by Region, 2022 - 2028, USD Million
TABLE 26 Global Field Services Market by Region, 2018 - 2021, USD Million
TABLE 27 Global Field Services Market by Region, 2022 - 2028, USD Million
TABLE 28 Global Production Planning Market by Region, 2018 - 2021, USD Million
TABLE 29 Global Production Planning Market by Region, 2022 - 2028, USD Million
TABLE 30 Global Others Market by Region, 2018 - 2021, USD Million
TABLE 31 Global Others Market by Region, 2022 - 2028, USD Million
TABLE 32 Global Artificial Intelligence in Manufacturing Market by Technology, 2018 - 2021, USD Million
TABLE 33 Global Artificial Intelligence in Manufacturing Market by Technology, 2022 - 2028, USD Million
TABLE 34 Global Machine Learning Market by Region, 2018 - 2021, USD Million
TABLE 35 Global Machine Learning Market by Region, 2022 - 2028, USD Million
TABLE 36 Global Computer Vision Market by Region, 2018 - 2021, USD Million
TABLE 37 Global Computer Vision Market by Region, 2022 - 2028, USD Million
TABLE 38 Global Natural Language Processing Market by Region, 2018 - 2021, USD Million
TABLE 39 Global Natural Language Processing Market by Region, 2022 - 2028, USD Million
TABLE 40 Global Context-aware Computing Market by Region, 2018 - 2021, USD Million
TABLE 41 Global Context-aware Computing Market by Region, 2022 - 2028, USD Million
TABLE 42 Global Artificial Intelligence in Manufacturing Market by Industry, 2018 - 2021, USD Million
TABLE 43 Global Artificial Intelligence in Manufacturing Market by Industry, 2022 - 2028, USD Million
TABLE 44 Global Automotive Market by Region, 2018 - 2021, USD Million
TABLE 45 Global Automotive Market by Region, 2022 - 2028, USD Million
TABLE 46 Global Food & Beverage Market by Region, 2018 - 2021, USD Million
TABLE 47 Global Food & Beverage Market by Region, 2022 - 2028, USD Million
TABLE 48 Global Pharmaceutical Market by Region, 2018 - 2021, USD Million
TABLE 49 Global Pharmaceutical Market by Region, 2022 - 2028, USD Million
TABLE 50 Global Heavy Metals & Machine Manufacturing Market by Region, 2018 - 2021, USD Million
TABLE 51 Global Heavy Metals & Machine Manufacturing Market by Region, 2022 - 2028, USD Million
TABLE 52 Global Semiconductor & Electronics Market by Region, 2018 - 2021, USD Million
TABLE 53 Global Semiconductor & Electronics Market by Region, 2022 - 2028, USD Million
TABLE 54 Global Others Market by Region, 2018 - 2021, USD Million
TABLE 55 Global Others Market by Region, 2022 - 2028, USD Million
TABLE 56 Global Artificial Intelligence in Manufacturing Market by Region, 2018 - 2021, USD Million
TABLE 57 Global Artificial Intelligence in Manufacturing Market by Region, 2022 - 2028, USD Million
TABLE 58 North America Artificial Intelligence in Manufacturing Market, 2018 - 2021, USD Million
TABLE 59 North America Artificial Intelligence in Manufacturing Market, 2022 - 2028, USD Million
TABLE 60 North America Artificial Intelligence in Manufacturing Market by Offering, 2018 - 2021, USD Million
TABLE 61 North America Artificial Intelligence in Manufacturing Market by Offering, 2022 - 2028, USD Million
TABLE 62 North America Software Market by Country, 2018 - 2021, USD Million
TABLE 63 North America Software Market by Country, 2022 - 2028, USD Million
TABLE 64 North America Hardware Market by Country, 2018 - 2021, USD Million
TABLE 65 North America Hardware Market by Country, 2022 - 2028, USD Million
TABLE 66 North America Services Market by Country, 2018 - 2021, USD Million
TABLE 67 North America Services Market by Country, 2022 - 2028, USD Million
TABLE 68 North America Artificial Intelligence in Manufacturing Market by Application, 2018 - 2021, USD Million
TABLE 69 North America Artificial Intelligence in Manufacturing Market by Application, 2022 - 2028, USD Million
TABLE 70 North America Predictive maintenance & Machinery Inspection Market by Country, 2018 - 2021, USD Million
TABLE 71 North America Predictive maintenance & Machinery Inspection Market by Country, 2022 - 2028, USD Million
TABLE 72 North America Inventory Optimization Market by Country, 2018 - 2021, USD Million
TABLE 73 North America Inventory Optimization Market by Country, 2022 - 2028, USD Million
TABLE 74 North America Quality Control Market by Country, 2018 - 2021, USD Million
TABLE 75 North America Quality Control Market by Country, 2022 - 2028, USD Million
TABLE 76 North America Cybersecurity Market by Country, 2018 - 2021, USD Million
TABLE 77 North America Cybersecurity Market by Country, 2022 - 2028, USD Million
TABLE 78 North America Industrial robots Market by Country, 2018 - 2021, USD Million
TABLE 79 North America Industrial robots Market by Country, 2022 - 2028, USD Million
TABLE 80 North America Field Services Market by Country, 2018 - 2021, USD Million
TABLE 81 North America Field Services Market by Country, 2022 - 2028, USD Million
TABLE 82 North America Production Planning Market by Country, 2018 - 2021, USD Million
TABLE 83 North America Production Planning Market by Country, 2022 - 2028, USD Million
TABLE 84 North America Others Market by Country, 2018 - 2021, USD Million
TABLE 85 North America Others Market by Country, 2022 - 2028, USD Million
TABLE 86 North America Artificial Intelligence in Manufacturing Market by Technology, 2018 - 2021, USD Million
TABLE 87 North America Artificial Intelligence in Manufacturing Market by Technology, 2022 - 2028, USD Million
TABLE 88 North America Machine Learning Market by Country, 2018 - 2021, USD Million
TABLE 89 North America Machine Learning Market by Country, 2022 - 2028, USD Million
TABLE 90 North America Computer Vision Market by Country, 2018 - 2021, USD Million
TABLE 91 North America Computer Vision Market by Country, 2022 - 2028, USD Million
TABLE 92 North America Natural Language Processing Market by Country, 2018 - 2021, USD Million
TABLE 93 North America Natural Language Processing Market by Country, 2022 - 2028, USD Million
TABLE 94 North America Context-aware Computing Market by Country, 2018 - 2021, USD Million
TABLE 95 North America Context-aware Computing Market by Country, 2022 - 2028, USD Million
TABLE 96 North America Artificial Intelligence in Manufacturing Market by Industry, 2018 - 2021, USD Million
TABLE 97 North America Artificial Intelligence in Manufacturing Market by Industry, 2022 - 2028, USD Million
TABLE 98 North America Automotive Market by Country, 2018 - 2021, USD Million
TABLE 99 North America Automotive Market by Country, 2022 - 2028, USD Million
TABLE 100 North America Food & Beverage Market by Country, 2018 - 2021, USD Million
TABLE 101 North America Food & Beverage Market by Country, 2022 - 2028, USD Million
TABLE 102 North America Pharmaceutical Market by Country, 2018 - 2021, USD Million
TABLE 103 North America Pharmaceutical Market by Country, 2022 - 2028, USD Million
TABLE 104 North America Heavy Metals & Machine Manufacturing Market by Country, 2018 - 2021, USD Million
TABLE 105 North America Heavy Metals & Machine Manufacturing Market by Country, 2022 - 2028, USD Million
TABLE 106 North America Semiconductor & Electronics Market by Country, 2018 - 2021, USD Million
TABLE 107 North America Semiconductor & Electronics Market by Country, 2022 - 2028, USD Million
TABLE 108 North America Others Market by Country, 2018 - 2021, USD Million
TABLE 109 North America Others Market by Country, 2022 - 2028, USD Million
TABLE 110 North America Artificial Intelligence in Manufacturing Market by Country, 2018 - 2021, USD Million
TABLE 111 North America Artificial Intelligence in Manufacturing Market by Country, 2022 - 2028, USD Million
TABLE 112 US Artificial Intelligence in Manufacturing Market, 2018 - 2021, USD Million
TABLE 113 US Artificial Intelligence in Manufacturing Market, 2022 - 2028, USD Million
TABLE 114 US Artificial Intelligence in Manufacturing Market by Offering, 2018 - 2021, USD Million
TABLE 115 US Artificial Intelligence in Manufacturing Market by Offering, 2022 - 2028, USD Million
TABLE 116 US Artificial Intelligence in Manufacturing Market by Application, 2018 - 2021, USD Million
TABLE 117 US Artificial Intelligence in Manufacturing Market by Application, 2022 - 2028, USD Million
TABLE 118 US Artificial Intelligence in Manufacturing Market by Technology, 2018 - 2021, USD Million
TABLE 119 US Artificial Intelligence in Manufacturing Market by Technology, 2022 - 2028, USD Million
TABLE 120 US Artificial Intelligence in Manufacturing Market by Industry, 2018 - 2021, USD Million
TABLE 121 US Artificial Intelligence in Manufacturing Market by Industry, 2022 - 2028, USD Million
TABLE 122 Canada Artificial Intelligence in Manufacturing Market, 2018 - 2021, USD Million
TABLE 123 Canada Artificial Intelligence in Manufacturing Market, 2022 - 2028, USD Million
TABLE 124 Canada Artificial Intelligence in Manufacturing Market by Offering, 2018 - 2021, USD Million
TABLE 125 Canada Artificial Intelligence in Manufacturing Market by Offering, 2022 - 2028, USD Million
TABLE 126 Canada Artificial Intelligence in Manufacturing Market by Application, 2018 - 2021, USD Million
TABLE 127 Canada Artificial Intelligence in Manufacturing Market by Application, 2022 - 2028, USD Million
TABLE 128 Canada Artificial Intelligence in Manufacturing Market by Technology, 2018 - 2021, USD Million
TABLE 129 Canada Artificial Intelligence in Manufacturing Market by Technology, 2022 - 2028, USD Million
TABLE 130 Canada Artificial Intelligence in Manufacturing Market by Industry, 2018 - 2021, USD Million
TABLE 131 Canada Artificial Intelligence in Manufacturing Market by Industry, 2022 - 2028, USD Million
TABLE 132 Mexico Artificial Intelligence in Manufacturing Market, 2018 - 2021, USD Million
TABLE 133 Mexico Artificial Intelligence in Manufacturing Market, 2022 - 2028, USD Million
TABLE 134 Mexico Artificial Intelligence in Manufacturing Market by Offering, 2018 - 2021, USD Million
TABLE 135 Mexico Artificial Intelligence in Manufacturing Market by Offering, 2022 - 2028, USD Million
TABLE 136 Mexico Artificial Intelligence in Manufacturing Market by Application, 2018 - 2021, USD Million
TABLE 137 Mexico Artificial Intelligence in Manufacturing Market by Application, 2022 - 2028, USD Million
TABLE 138 Mexico Artificial Intelligence in Manufacturing Market by Technology, 2018 - 2021, USD Million
TABLE 139 Mexico Artificial Intelligence in Manufacturing Market by Technology, 2022 - 2028, USD Million
TABLE 140 Mexico Artificial Intelligence in Manufacturing Market by Industry, 2018 - 2021, USD Million
TABLE 141 Mexico Artificial Intelligence in Manufacturing Market by Industry, 2022 - 2028, USD Million
TABLE 142 Rest of North America Artificial Intelligence in Manufacturing Market, 2018 - 2021, USD Million
TABLE 143 Rest of North America Artificial Intelligence in Manufacturing Market, 2022 - 2028, USD Million
TABLE 144 Rest of North America Artificial Intelligence in Manufacturing Market by Offering, 2018 - 2021, USD Million
TABLE 145 Rest of North America Artificial Intelligence in Manufacturing Market by Offering, 2022 - 2028, USD Million
TABLE 146 Rest of North America Artificial Intelligence in Manufacturing Market by Application, 2018 - 2021, USD Million
TABLE 147 Rest of North America Artificial Intelligence in Manufacturing Market by Application, 2022 - 2028, USD Million
TABLE 148 Rest of North America Artificial Intelligence in Manufacturing Market by Technology, 2018 - 2021, USD Million
TABLE 149 Rest of North America Artificial Intelligence in Manufacturing Market by Technology, 2022 - 2028, USD Million
TABLE 150 Rest of North America Artificial Intelligence in Manufacturing Market by Industry, 2018 - 2021, USD Million
TABLE 151 Rest of North America Artificial Intelligence in Manufacturing Market by Industry, 2022 - 2028, USD Million
TABLE 152 Europe Artificial Intelligence in Manufacturing Market, 2018 - 2021, USD Million
TABLE 153 Europe Artificial Intelligence in Manufacturing Market, 2022 - 2028, USD Million
TABLE 154 Europe Artificial Intelligence in Manufacturing Market by Offering, 2018 - 2021, USD Million
TABLE 155 Europe Artificial Intelligence in Manufacturing Market by Offering, 2022 - 2028, USD Million
TABLE 156 Europe Software Market by Country, 2018 - 2021, USD Million
TABLE 157 Europe Software Market by Country, 2022 - 2028, USD Million
TABLE 158 Europe Hardware Market by Country, 2018 - 2021, USD Million
TABLE 159 Europe Hardware Market by Country, 2022 - 2028, USD Million
TABLE 160 Europe Services Market by Country, 2018 - 2021, USD Million
TABLE 161 Europe Services Market by Country, 2022 - 2028, USD Million
TABLE 162 Europe Artificial Intelligence in Manufacturing Market by Application, 2018 - 2021, USD Million
TABLE 163 Europe Artificial Intelligence in Manufacturing Market by Application, 2022 - 2028, USD Million
TABLE 164 Europe Predictive maintenance & Machinery Inspection Market by Country, 2018 - 2021, USD Million
TABLE 165 Europe Predictive maintenance & Machinery Inspection Market by Country, 2022 - 2028, USD Million
TABLE 166 Europe Inventory Optimization Market by Country, 2018 - 2021, USD Million
TABLE 167 Europe Inventory Optimization Market by Country, 2022 - 2028, USD Million
TABLE 168 Europe Quality Control Market by Country, 2018 - 2021, USD Million
TABLE 169 Europe Quality Control Market by Country, 2022 - 2028, USD Million
TABLE 170 Europe Cybersecurity Market by Country, 2018 - 2021, USD Million
TABLE 171 Europe Cybersecurity Market by Country, 2022 - 2028, USD Million
TABLE 172 Europe Industrial robots Market by Country, 2018 - 2021, USD Million
TABLE 173 Europe Industrial robots Market by Country, 2022 - 2028, USD Million
TABLE 174 Europe Field Services Market by Country, 2018 - 2021, USD Million
TABLE 175 Europe Field Services Market by Country, 2022 - 2028, USD Million
TABLE 176 Europe Production Planning Market by Country, 2018 - 2021, USD Million
TABLE 177 Europe Production Planning Market by Country, 2022 - 2028, USD Million
TABLE 178 Europe Others Market by Country, 2018 - 2021, USD Million
TABLE 179 Europe Others Market by Country, 2022 - 2028, USD Million
TABLE 180 Europe Artificial Intelligence in Manufacturing Market by Technology, 2018 - 2021, USD Million
TABLE 181 Europe Artificial Intelligence in Manufacturing Market by Technology, 2022 - 2028, USD Million
TABLE 182 Europe Machine Learning Market by Country, 2018 - 2021, USD Million
TABLE 183 Europe Machine Learning Market by Country, 2022 - 2028, USD Million
TABLE 184 Europe Computer Vision Market by Country, 2018 - 2021, USD Million
TABLE 185 Europe Computer Vision Market by Country, 2022 - 2028, USD Million
TABLE 186 Europe Natural Language Processing Market by Country, 2018 - 2021, USD Million
TABLE 187 Europe Natural Language Processing Market by Country, 2022 - 2028, USD Million
TABLE 188 Europe Context-aware Computing Market by Country, 2018 - 2021, USD Million
TABLE 189 Europe Context-aware Computing Market by Country, 2022 - 2028, USD Million
TABLE 190 Europe Artificial Intelligence in Manufacturing Market by Industry, 2018 - 2021, USD Million
TABLE 191 Europe Artificial Intelligence in Manufacturing Market by Industry, 2022 - 2028, USD Million
TABLE 192 Europe Automotive Market by Country, 2018 - 2021, USD Million
TABLE 193 Europe Automotive Market by Country, 2022 - 2028, USD Million
TABLE 194 Europe Food & Beverage Market by Country, 2018 - 2021, USD Million
TABLE 195 Europe Food & Beverage Market by Country, 2022 - 2028, USD Million
TABLE 196 Europe Pharmaceutical Market by Country, 2018 - 2021, USD Million
TABLE 197 Europe Pharmaceutical Market by Country, 2022 - 2028, USD Million
TABLE 198 Europe Heavy Metals & Machine Manufacturing Market by Country, 2018 - 2021, USD Million
TABLE 199 Europe Heavy Metals & Machine Manufacturing Market by Country, 2022 - 2028, USD Million
TABLE 200 Europe Semiconductor & Electronics Market by Country, 2018 - 2021, USD Million
TABLE 201 Europe Semiconductor & Electronics Market by Country, 2022 - 2028, USD Million
TABLE 202 Europe Others Market by Country, 2018 - 2021, USD Million
TABLE 203 Europe Others Market by Country, 2022 - 2028, USD Million
TABLE 204 Europe Artificial Intelligence in Manufacturing Market by Country, 2018 - 2021, USD Million
TABLE 205 Europe Artificial Intelligence in Manufacturing Market by Country, 2022 - 2028, USD Million
TABLE 206 Germany Artificial Intelligence in Manufacturing Market, 2018 - 2021, USD Million
TABLE 207 Germany Artificial Intelligence in Manufacturing Market, 2022 - 2028, USD Million
TABLE 208 Germany Artificial Intelligence in Manufacturing Market by Offering, 2018 - 2021, USD Million
TABLE 209 Germany Artificial Intelligence in Manufacturing Market by Offering, 2022 - 2028, USD Million
TABLE 210 Germany Artificial Intelligence in Manufacturing Market by Application, 2018 - 2021, USD Million
TABLE 211 Germany Artificial Intelligence in Manufacturing Market by Application, 2022 - 2028, USD Million
TABLE 212 Germany Artificial Intelligence in Manufacturing Market by Technology, 2018 - 2021, USD Million
TABLE 213 Germany Artificial Intelligence in Manufacturing Market by Technology, 2022 - 2028, USD Million
TABLE 214 Germany Artificial Intelligence in Manufacturing Market by Industry, 2018 - 2021, USD Million
TABLE 215 Germany Artificial Intelligence in Manufacturing Market by Industry, 2022 - 2028, USD Million
TABLE 216 UK Artificial Intelligence in Manufacturing Market, 2018 - 2021, USD Million
TABLE 217 UK Artificial Intelligence in Manufacturing Market, 2022 - 2028, USD Million
TABLE 218 UK Artificial Intelligence in Manufacturing Market by Offering, 2018 - 2021, USD Million
TABLE 219 UK Artificial Intelligence in Manufacturing Market by Offering, 2022 - 2028, USD Million
TABLE 220 UK Artificial Intelligence in Manufacturing Market by Application, 2018 - 2021, USD Million
TABLE 221 UK Artificial Intelligence in Manufacturing Market by Application, 2022 - 2028, USD Million
TABLE 222 UK Artificial Intelligence in Manufacturing Market by Technology, 2018 - 2021, USD Million
TABLE 223 UK Artificial Intelligence in Manufacturing Market by Technology, 2022 - 2028, USD Million
TABLE 224 UK Artificial Intelligence in Manufacturing Market by Industry, 2018 - 2021, USD Million
TABLE 225 UK Artificial Intelligence in Manufacturing Market by Industry, 2022 - 2028, USD Million
TABLE 226 France Artificial Intelligence in Manufacturing Market, 2018 - 2021, USD Million
TABLE 227 France Artificial Intelligence in Manufacturing Market, 2022 - 2028, USD Million
TABLE 228 France Artificial Intelligence in Manufacturing Market by Offering, 2018 - 2021, USD Million
TABLE 229 France Artificial Intelligence in Manufacturing Market by Offering, 2022 - 2028, USD Million
TABLE 230 France Artificial Intelligence in Manufacturing Market by Application, 2018 - 2021, USD Million
TABLE 231 France Artificial Intelligence in Manufacturing Market by Application, 2022 - 2028, USD Million
TABLE 232 France Artificial Intelligence in Manufacturing Market by Technology, 2018 - 2021, USD Million
TABLE 233 France Artificial Intelligence in Manufacturing Market by Technology, 2022 - 2028, USD Million
TABLE 234 France Artificial Intelligence in Manufacturing Market by Industry, 2018 - 2021, USD Million
TABLE 235 France Artificial Intelligence in Manufacturing Market by Industry, 2022 - 2028, USD Million
TABLE 236 Russia Artificial Intelligence in Manufacturing Market, 2018 - 2021, USD Million
TABLE 237 Russia Artificial Intelligence in Manufacturing Market, 2022 - 2028, USD Million
TABLE 238 Russia Artificial Intelligence in Manufacturing Market by Offering, 2018 - 2021, USD Million
TABLE 239 Russia Artificial Intelligence in Manufacturing Market by Offering, 2022 - 2028, USD Million
TABLE 240 Russia Artificial Intelligence in Manufacturing Market by Application, 2018 - 2021, USD Million
TABLE 241 Russia Artificial Intelligence in Manufacturing Market by Application, 2022 - 2028, USD Million
TABLE 242 Russia Artificial Intelligence in Manufacturing Market by Technology, 2018 - 2021, USD Million
TABLE 243 Russia Artificial Intelligence in Manufacturing Market by Technology, 2022 - 2028, USD Million
TABLE 244 Russia Artificial Intelligence in Manufacturing Market by Industry, 2018 - 2021, USD Million
TABLE 245 Russia Artificial Intelligence in Manufacturing Market by Industry, 2022 - 2028, USD Million
TABLE 246 Spain Artificial Intelligence in Manufacturing Market, 2018 - 2021, USD Million
TABLE 247 Spain Artificial Intelligence in Manufacturing Market, 2022 - 2028, USD Million
TABLE 248 Spain Artificial Intelligence in Manufacturing Market by Offering, 2018 - 2021, USD Million
TABLE 249 Spain Artificial Intelligence in Manufacturing Market by Offering, 2022 - 2028, USD Million
TABLE 250 Spain Artificial Intelligence in Manufacturing Market by Application, 2018 - 2021, USD Million
TABLE 251 Spain Artificial Intelligence in Manufacturing Market by Application, 2022 - 2028, USD Million
TABLE 252 Spain Artificial Intelligence in Manufacturing Market by Technology, 2018 - 2021, USD Million
TABLE 253 Spain Artificial Intelligence in Manufacturing Market by Technology, 2022 - 2028, USD Million
TABLE 254 Spain Artificial Intelligence in Manufacturing Market by Industry, 2018 - 2021, USD Million
TABLE 255 Spain Artificial Intelligence in Manufacturing Market by Industry, 2022 - 2028, USD Million
TABLE 256 Italy Artificial Intelligence in Manufacturing Market, 2018 - 2021, USD Million
TABLE 257 Italy Artificial Intelligence in Manufacturing Market, 2022 - 2028, USD Million
TABLE 258 Italy Artificial Intelligence in Manufacturing Market by Offering, 2018 - 2021, USD Million
TABLE 259 Italy Artificial Intelligence in Manufacturing Market by Offering, 2022 - 2028, USD Million
TABLE 260 Italy Artificial Intelligence in Manufacturing Market by Application, 2018 - 2021, USD Million
TABLE 261 Italy Artificial Intelligence in Manufacturing Market by Application, 2022 - 2028, USD Million
TABLE 262 Italy Artificial Intelligence in Manufacturing Market by Technology, 2018 - 2021, USD Million
TABLE 263 Italy Artificial Intelligence in Manufacturing Market by Technology, 2022 - 2028, USD Million
TABLE 264 Italy Artificial Intelligence in Manufacturing Market by Industry, 2018 - 2021, USD Million
TABLE 265 Italy Artificial Intelligence in Manufacturing Market by Industry, 2022 - 2028, USD Million
TABLE 266 Rest of Europe Artificial Intelligence in Manufacturing Market, 2018 - 2021, USD Million
TABLE 267 Rest of Europe Artificial Intelligence in Manufacturing Market, 2022 - 2028, USD Million
TABLE 268 Rest of Europe Artificial Intelligence in Manufacturing Market by Offering, 2018 - 2021, USD Million
TABLE 269 Rest of Europe Artificial Intelligence in Manufacturing Market by Offering, 2022 - 2028, USD Million
TABLE 270 Rest of Europe Artificial Intelligence in Manufacturing Market by Application, 2018 - 2021, USD Million
TABLE 271 Rest of Europe Artificial Intelligence in Manufacturing Market by Application, 2022 - 2028, USD Million
TABLE 272 Rest of Europe Artificial Intelligence in Manufacturing Market by Technology, 2018 - 2021, USD Million
TABLE 273 Rest of Europe Artificial Intelligence in Manufacturing Market by Technology, 2022 - 2028, USD Million
TABLE 274 Rest of Europe Artificial Intelligence in Manufacturing Market by Industry, 2018 - 2021, USD Million
TABLE 275 Rest of Europe Artificial Intelligence in Manufacturing Market by Industry, 2022 - 2028, USD Million
TABLE 276 Asia Pacific Artificial Intelligence in Manufacturing Market, 2018 - 2021, USD Million
TABLE 277 Asia Pacific Artificial Intelligence in Manufacturing Market, 2022 - 2028, USD Million
TABLE 278 Asia Pacific Artificial Intelligence in Manufacturing Market by Offering, 2018 - 2021, USD Million
TABLE 279 Asia Pacific Artificial Intelligence in Manufacturing Market by Offering, 2022 - 2028, USD Million
TABLE 280 Asia Pacific Software Market by Country, 2018 - 2021, USD Million
TABLE 281 Asia Pacific Software Market by Country, 2022 - 2028, USD Million
TABLE 282 Asia Pacific Hardware Market by Country, 2018 - 2021, USD Million
TABLE 283 Asia Pacific Hardware Market by Country, 2022 - 2028, USD Million
TABLE 284 Asia Pacific Services Market by Country, 2018 - 2021, USD Million
TABLE 285 Asia Pacific Services Market by Country, 2022 - 2028, USD Million
TABLE 286 Asia Pacific Artificial Intelligence in Manufacturing Market by Application, 2018 - 2021, USD Million
TABLE 287 Asia Pacific Artificial Intelligence in Manufacturing Market by Application, 2022 - 2028, USD Million
TABLE 288 Asia Pacific Predictive maintenance & Machinery Inspection Market by Country, 2018 - 2021, USD Million
TABLE 289 Asia Pacific Predictive maintenance & Machinery Inspection Market by Country, 2022 - 2028, USD Million
TABLE 290 Asia Pacific Inventory Optimization Market by Country, 2018 - 2021, USD Million
TABLE 291 Asia Pacific Inventory Optimization Market by Country, 2022 - 2028, USD Million
TABLE 292 Asia Pacific Quality Control Market by Country, 2018 - 2021, USD Million
TABLE 293 Asia Pacific Quality Control Market by Country, 2022 - 2028, USD Million
TABLE 294 Asia Pacific Cybersecurity Market by Country, 2018 - 2021, USD Million
TABLE 295 Asia Pacific Cybersecurity Market by Country, 2022 - 2028, USD Million
TABLE 296 Asia Pacific Industrial robots Market by Country, 2018 - 2021, USD Million
TABLE 297 Asia Pacific Industrial robots Market by Country, 2022 - 2028, USD Million
TABLE 298 Asia Pacific Field Services Market by Country, 2018 - 2021, USD Million
TABLE 299 Asia Pacific Field Services Market by Country, 2022 - 2028, USD Million
TABLE 300 Asia Pacific Production Planning Market by Country, 2018 - 2021, USD Million
TABLE 301 Asia Pacific Production Planning Market by Country, 2022 - 2028, USD Million
TABLE 302 Asia Pacific Others Market by Country, 2018 - 2021, USD Million
TABLE 303 Asia Pacific Others Market by Country, 2022 - 2028, USD Million
TABLE 304 Asia Pacific Artificial Intelligence in Manufacturing Market by Technology, 2018 - 2021, USD Million
TABLE 305 Asia Pacific Artificial Intelligence in Manufacturing Market by Technology, 2022 - 2028, USD Million
TABLE 306 Asia Pacific Machine Learning Market by Country, 2018 - 2021, USD Million
TABLE 307 Asia Pacific Machine Learning Market by Country, 2022 - 2028, USD Million
TABLE 308 Asia Pacific Computer Vision Market by Country, 2018 - 2021, USD Million
TABLE 309 Asia Pacific Computer Vision Market by Country, 2022 - 2028, USD Million
TABLE 310 Asia Pacific Natural Language Processing Market by Country, 2018 - 2021, USD Million
TABLE 311 Asia Pacific Natural Language Processing Market by Country, 2022 - 2028, USD Million
TABLE 312 Asia Pacific Context-aware Computing Market by Country, 2018 - 2021, USD Million
TABLE 313 Asia Pacific Context-aware Computing Market by Country, 2022 - 2028, USD Million
TABLE 314 Asia Pacific Artificial Intelligence in Manufacturing Market by Industry, 2018 - 2021, USD Million
TABLE 315 Asia Pacific Artificial Intelligence in Manufacturing Market by Industry, 2022 - 2028, USD Million
TABLE 316 Asia Pacific Automotive Market by Country, 2018 - 2021, USD Million
TABLE 317 Asia Pacific Automotive Market by Country, 2022 - 2028, USD Million
TABLE 318 Asia Pacific Food & Beverage Market by Country, 2018 - 2021, USD Million
TABLE 319 Asia Pacific Food & Beverage Market by Country, 2022 - 2028, USD Million
TABLE 320 Asia Pacific Pharmaceutical Market by Country, 2018 - 2021, USD Million
TABLE 321 Asia Pacific Pharmaceutical Market by Country, 2022 - 2028, USD Million
TABLE 322 Asia Pacific Heavy Metals & Machine Manufacturing Market by Country, 2018 - 2021, USD Million
TABLE 323 Asia Pacific Heavy Metals & Machine Manufacturing Market by Country, 2022 - 2028, USD Million
TABLE 324 Asia Pacific Semiconductor & Electronics Market by Country, 2018 - 2021, USD Million
TABLE 325 Asia Pacific Semiconductor & Electronics Market by Country, 2022 - 2028, USD Million
TABLE 326 Asia Pacific Others Market by Country, 2018 - 2021, USD Million
TABLE 327 Asia Pacific Others Market by Country, 2022 - 2028, USD Million
TABLE 328 Asia Pacific Artificial Intelligence in Manufacturing Market by Country, 2018 - 2021, USD Million
TABLE 329 Asia Pacific Artificial Intelligence in Manufacturing Market by Country, 2022 - 2028, USD Million
TABLE 330 China Artificial Intelligence in Manufacturing Market, 2018 - 2021, USD Million
TABLE 331 China Artificial Intelligence in Manufacturing Market, 2022 - 2028, USD Million
TABLE 332 China Artificial Intelligence in Manufacturing Market by Offering, 2018 - 2021, USD Million
TABLE 333 China Artificial Intelligence in Manufacturing Market by Offering, 2022 - 2028, USD Million
TABLE 334 China Artificial Intelligence in Manufacturing Market by Application, 2018 - 2021, USD Million
TABLE 335 China Artificial Intelligence in Manufacturing Market by Application, 2022 - 2028, USD Million
TABLE 336 China Artificial Intelligence in Manufacturing Market by Technology, 2018 - 2021, USD Million
TABLE 337 China Artificial Intelligence in Manufacturing Market by Technology, 2022 - 2028, USD Million
TABLE 338 China Artificial Intelligence in Manufacturing Market by Industry, 2018 - 2021, USD Million
TABLE 339 China Artificial Intelligence in Manufacturing Market by Industry, 2022 - 2028, USD Million
TABLE 340 Japan Artificial Intelligence in Manufacturing Market, 2018 - 2021, USD Million
TABLE 341 Japan Artificial Intelligence in Manufacturing Market, 2022 - 2028, USD Million
TABLE 342 Japan Artificial Intelligence in Manufacturing Market by Offering, 2018 - 2021, USD Million
TABLE 343 Japan Artificial Intelligence in Manufacturing Market by Offering, 2022 - 2028, USD Million
TABLE 344 Japan Artificial Intelligence in Manufacturing Market by Application, 2018 - 2021, USD Million
TABLE 345 Japan Artificial Intelligence in Manufacturing Market by Application, 2022 - 2028, USD Million
TABLE 346 Japan Artificial Intelligence in Manufacturing Market by Technology, 2018 - 2021, USD Million
TABLE 347 Japan Artificial Intelligence in Manufacturing Market by Technology, 2022 - 2028, USD Million
TABLE 348 Japan Artificial Intelligence in Manufacturing Market by Industry, 2018 - 2021, USD Million
TABLE 349 Japan Artificial Intelligence in Manufacturing Market by Industry, 2022 - 2028, USD Million
TABLE 350 India Artificial Intelligence in Manufacturing Market, 2018 - 2021, USD Million
TABLE 351 India Artificial Intelligence in Manufacturing Market, 2022 - 2028, USD Million
TABLE 352 India Artificial Intelligence in Manufacturing Market by Offering, 2018 - 2021, USD Million
TABLE 353 India Artificial Intelligence in Manufacturing Market by Offering, 2022 - 2028, USD Million
TABLE 354 India Artificial Intelligence in Manufacturing Market by Application, 2018 - 2021, USD Million
TABLE 355 India Artificial Intelligence in Manufacturing Market by Application, 2022 - 2028, USD Million
TABLE 356 India Artificial Intelligence in Manufacturing Market by Technology, 2018 - 2021, USD Million
TABLE 357 India Artificial Intelligence in Manufacturing Market by Technology, 2022 - 2028, USD Million
TABLE 358 India Artificial Intelligence in Manufacturing Market by Industry, 2018 - 2021, USD Million
TABLE 359 India Artificial Intelligence in Manufacturing Market by Industry, 2022 - 2028, USD Million
TABLE 360 South Korea Artificial Intelligence in Manufacturing Market, 2018 - 2021, USD Million
TABLE 361 South Korea Artificial Intelligence in Manufacturing Market, 2022 - 2028, USD Million
TABLE 362 South Korea Artificial Intelligence in Manufacturing Market by Offering, 2018 - 2021, USD Million
TABLE 363 South Korea Artificial Intelligence in Manufacturing Market by Offering, 2022 - 2028, USD Million
TABLE 364 South Korea Artificial Intelligence in Manufacturing Market by Application, 2018 - 2021, USD Million
TABLE 365 South Korea Artificial Intelligence in Manufacturing Market by Application, 2022 - 2028, USD Million
TABLE 366 South Korea Artificial Intelligence in Manufacturing Market by Technology, 2018 - 2021, USD Million
TABLE 367 South Korea Artificial Intelligence in Manufacturing Market by Technology, 2022 - 2028, USD Million
TABLE 368 South Korea Artificial Intelligence in Manufacturing Market by Industry, 2018 - 2021, USD Million
TABLE 369 South Korea Artificial Intelligence in Manufacturing Market by Industry, 2022 - 2028, USD Million
TABLE 370 Singapore Artificial Intelligence in Manufacturing Market, 2018 - 2021, USD Million
TABLE 371 Singapore Artificial Intelligence in Manufacturing Market, 2022 - 2028, USD Million
TABLE 372 Singapore Artificial Intelligence in Manufacturing Market by Offering, 2018 - 2021, USD Million
TABLE 373 Singapore Artificial Intelligence in Manufacturing Market by Offering, 2022 - 2028, USD Million
TABLE 374 Singapore Artificial Intelligence in Manufacturing Market by Application, 2018 - 2021, USD Million
TABLE 375 Singapore Artificial Intelligence in Manufacturing Market by Application, 2022 - 2028, USD Million
TABLE 376 Singapore Artificial Intelligence in Manufacturing Market by Technology, 2018 - 2021, USD Million
TABLE 377 Singapore Artificial Intelligence in Manufacturing Market by Technology, 2022 - 2028, USD Million
TABLE 378 Singapore Artificial Intelligence in Manufacturing Market by Industry, 2018 - 2021, USD Million
TABLE 379 Singapore Artificial Intelligence in Manufacturing Market by Industry, 2022 - 2028, USD Million
TABLE 380 Malaysia Artificial Intelligence in Manufacturing Market, 2018 - 2021, USD Million
TABLE 381 Malaysia Artificial Intelligence in Manufacturing Market, 2022 - 2028, USD Million
TABLE 382 Malaysia Artificial Intelligence in Manufacturing Market by Offering, 2018 - 2021, USD Million
TABLE 383 Malaysia Artificial Intelligence in Manufacturing Market by Offering, 2022 - 2028, USD Million
TABLE 384 Malaysia Artificial Intelligence in Manufacturing Market by Application, 2018 - 2021, USD Million
TABLE 385 Malaysia Artificial Intelligence in Manufacturing Market by Application, 2022 - 2028, USD Million
TABLE 386 Malaysia Artificial Intelligence in Manufacturing Market by Technology, 2018 - 2021, USD Million
TABLE 387 Malaysia Artificial Intelligence in Manufacturing Market by Technology, 2022 - 2028, USD Million
TABLE 388 Malaysia Artificial Intelligence in Manufacturing Market by Industry, 2018 - 2021, USD Million
TABLE 389 Malaysia Artificial Intelligence in Manufacturing Market by Industry, 2022 - 2028, USD Million
TABLE 390 Rest of Asia Pacific Artificial Intelligence in Manufacturing Market, 2018 - 2021, USD Million
TABLE 391 Rest of Asia Pacific Artificial Intelligence in Manufacturing Market, 2022 - 2028, USD Million
TABLE 392 Rest of Asia Pacific Artificial Intelligence in Manufacturing Market by Offering, 2018 - 2021, USD Million
TABLE 393 Rest of Asia Pacific Artificial Intelligence in Manufacturing Market by Offering, 2022 - 2028, USD Million
TABLE 394 Rest of Asia Pacific Artificial Intelligence in Manufacturing Market by Application, 2018 - 2021, USD Million
TABLE 395 Rest of Asia Pacific Artificial Intelligence in Manufacturing Market by Application, 2022 - 2028, USD Million
TABLE 396 Rest of Asia Pacific Artificial Intelligence in Manufacturing Market by Technology, 2018 - 2021, USD Million
TABLE 397 Rest of Asia Pacific Artificial Intelligence in Manufacturing Market by Technology, 2022 - 2028, USD Million
TABLE 398 Rest of Asia Pacific Artificial Intelligence in Manufacturing Market by Industry, 2018 - 2021, USD Million
TABLE 399 Rest of Asia Pacific Artificial Intelligence in Manufacturing Market by Industry, 2022 - 2028, USD Million
TABLE 400 LAMEA Artificial Intelligence in Manufacturing Market, 2018 - 2021, USD Million
TABLE 401 LAMEA Artificial Intelligence in Manufacturing Market, 2022 - 2028, USD Million
TABLE 402 LAMEA Artificial Intelligence in Manufacturing Market by Offering, 2018 - 2021, USD Million
TABLE 403 LAMEA Artificial Intelligence in Manufacturing Market by Offering, 2022 - 2028, USD Million
TABLE 404 LAMEA Software Market by Country, 2018 - 2021, USD Million
TABLE 405 LAMEA Software Market by Country, 2022 - 2028, USD Million
TABLE 406 LAMEA Hardware Market by Country, 2018 - 2021, USD Million
TABLE 407 LAMEA Hardware Market by Country, 2022 - 2028, USD Million
TABLE 408 LAMEA Services Market by Country, 2018 - 2021, USD Million
TABLE 409 LAMEA Services Market by Country, 2022 - 2028, USD Million
TABLE 410 LAMEA Artificial Intelligence in Manufacturing Market by Application, 2018 - 2021, USD Million
TABLE 411 LAMEA Artificial Intelligence in Manufacturing Market by Application, 2022 - 2028, USD Million
TABLE 412 LAMEA Predictive maintenance & Machinery Inspection Market by Country, 2018 - 2021, USD Million
TABLE 413 LAMEA Predictive maintenance & Machinery Inspection Market by Country, 2022 - 2028, USD Million
TABLE 414 LAMEA Inventory Optimization Market by Country, 2018 - 2021, USD Million
TABLE 415 LAMEA Inventory Optimization Market by Country, 2022 - 2028, USD Million
TABLE 416 LAMEA Quality Control Market by Country, 2018 - 2021, USD Million
TABLE 417 LAMEA Quality Control Market by Country, 2022 - 2028, USD Million
TABLE 418 LAMEA Cybersecurity Market by Country, 2018 - 2021, USD Million
TABLE 419 LAMEA Cybersecurity Market by Country, 2022 - 2028, USD Million
TABLE 420 LAMEA Industrial robots Market by Country, 2018 - 2021, USD Million
TABLE 421 LAMEA Industrial robots Market by Country, 2022 - 2028, USD Million
TABLE 422 LAMEA Field Services Market by Country, 2018 - 2021, USD Million
TABLE 423 LAMEA Field Services Market by Country, 2022 - 2028, USD Million
TABLE 424 LAMEA Production Planning Market by Country, 2018 - 2021, USD Million
TABLE 425 LAMEA Production Planning Market by Country, 2022 - 2028, USD Million
TABLE 426 LAMEA Others Market by Country, 2018 - 2021, USD Million
TABLE 427 LAMEA Others Market by Country, 2022 - 2028, USD Million
TABLE 428 LAMEA Artificial Intelligence in Manufacturing Market by Technology, 2018 - 2021, USD Million
TABLE 429 LAMEA Artificial Intelligence in Manufacturing Market by Technology, 2022 - 2028, USD Million
TABLE 430 LAMEA Machine Learning Market by Country, 2018 - 2021, USD Million
TABLE 431 LAMEA Machine Learning Market by Country, 2022 - 2028, USD Million
TABLE 432 LAMEA Computer Vision Market by Country, 2018 - 2021, USD Million
TABLE 433 LAMEA Computer Vision Market by Country, 2022 - 2028, USD Million
TABLE 434 LAMEA Natural Language Processing Market by Country, 2018 - 2021, USD Million
TABLE 435 LAMEA Natural Language Processing Market by Country, 2022 - 2028, USD Million
TABLE 436 LAMEA Context-aware Computing Market by Country, 2018 - 2021, USD Million
TABLE 437 LAMEA Context-aware Computing Market by Country, 2022 - 2028, USD Million
TABLE 438 LAMEA Artificial Intelligence in Manufacturing Market by Industry, 2018 - 2021, USD Million
TABLE 439 LAMEA Artificial Intelligence in Manufacturing Market by Industry, 2022 - 2028, USD Million
TABLE 440 LAMEA Automotive Market by Country, 2018 - 2021, USD Million
TABLE 441 LAMEA Automotive Market by Country, 2022 - 2028, USD Million
TABLE 442 LAMEA Food & Beverage Market by Country, 2018 - 2021, USD Million
TABLE 443 LAMEA Food & Beverage Market by Country, 2022 - 2028, USD Million
TABLE 444 LAMEA Pharmaceutical Market by Country, 2018 - 2021, USD Million
TABLE 445 LAMEA Pharmaceutical Market by Country, 2022 - 2028, USD Million
TABLE 446 LAMEA Heavy Metals & Machine Manufacturing Market by Country, 2018 - 2021, USD Million
TABLE 447 LAMEA Heavy Metals & Machine Manufacturing Market by Country, 2022 - 2028, USD Million
TABLE 448 LAMEA Semiconductor & Electronics Market by Country, 2018 - 2021, USD Million
TABLE 449 LAMEA Semiconductor & Electronics Market by Country, 2022 - 2028, USD Million
TABLE 450 LAMEA Others Market by Country, 2018 - 2021, USD Million
TABLE 451 LAMEA Others Market by Country, 2022 - 2028, USD Million
TABLE 452 LAMEA Artificial Intelligence in Manufacturing Market by Country, 2018 - 2021, USD Million
TABLE 453 LAMEA Artificial Intelligence in Manufacturing Market by Country, 2022 - 2028, USD Million
TABLE 454 Brazil Artificial Intelligence in Manufacturing Market, 2018 - 2021, USD Million
TABLE 455 Brazil Artificial Intelligence in Manufacturing Market, 2022 - 2028, USD Million
TABLE 456 Brazil Artificial Intelligence in Manufacturing Market by Offering, 2018 - 2021, USD Million
TABLE 457 Brazil Artificial Intelligence in Manufacturing Market by Offering, 2022 - 2028, USD Million
TABLE 458 Brazil Artificial Intelligence in Manufacturing Market by Application, 2018 - 2021, USD Million
TABLE 459 Brazil Artificial Intelligence in Manufacturing Market by Application, 2022 - 2028, USD Million
TABLE 460 Brazil Artificial Intelligence in Manufacturing Market by Technology, 2018 - 2021, USD Million
TABLE 461 Brazil Artificial Intelligence in Manufacturing Market by Technology, 2022 - 2028, USD Million
TABLE 462 Brazil Artificial Intelligence in Manufacturing Market by Industry, 2018 - 2021, USD Million
TABLE 463 Brazil Artificial Intelligence in Manufacturing Market by Industry, 2022 - 2028, USD Million
TABLE 464 Argentina Artificial Intelligence in Manufacturing Market, 2018 - 2021, USD Million
TABLE 465 Argentina Artificial Intelligence in Manufacturing Market, 2022 - 2028, USD Million
TABLE 466 Argentina Artificial Intelligence in Manufacturing Market by Offering, 2018 - 2021, USD Million
TABLE 467 Argentina Artificial Intelligence in Manufacturing Market by Offering, 2022 - 2028, USD Million
TABLE 468 Argentina Artificial Intelligence in Manufacturing Market by Application, 2018 - 2021, USD Million
TABLE 469 Argentina Artificial Intelligence in Manufacturing Market by Application, 2022 - 2028, USD Million
TABLE 470 Argentina Artificial Intelligence in Manufacturing Market by Technology, 2018 - 2021, USD Million
TABLE 471 Argentina Artificial Intelligence in Manufacturing Market by Technology, 2022 - 2028, USD Million
TABLE 472 Argentina Artificial Intelligence in Manufacturing Market by Industry, 2018 - 2021, USD Million
TABLE 473 Argentina Artificial Intelligence in Manufacturing Market by Industry, 2022 - 2028, USD Million
TABLE 474 UAE Artificial Intelligence in Manufacturing Market, 2018 - 2021, USD Million
TABLE 475 UAE Artificial Intelligence in Manufacturing Market, 2022 - 2028, USD Million
TABLE 476 UAE Artificial Intelligence in Manufacturing Market by Offering, 2018 - 2021, USD Million
TABLE 477 UAE Artificial Intelligence in Manufacturing Market by Offering, 2022 - 2028, USD Million
TABLE 478 UAE Artificial Intelligence in Manufacturing Market by Application, 2018 - 2021, USD Million
TABLE 479 UAE Artificial Intelligence in Manufacturing Market by Application, 2022 - 2028, USD Million
TABLE 480 UAE Artificial Intelligence in Manufacturing Market by Technology, 2018 - 2021, USD Million
TABLE 481 UAE Artificial Intelligence in Manufacturing Market by Technology, 2022 - 2028, USD Million
TABLE 482 UAE Artificial Intelligence in Manufacturing Market by Industry, 2018 - 2021, USD Million
TABLE 483 UAE Artificial Intelligence in Manufacturing Market by Industry, 2022 - 2028, USD Million
TABLE 484 Saudi Arabia Artificial Intelligence in Manufacturing Market, 2018 - 2021, USD Million
TABLE 485 Saudi Arabia Artificial Intelligence in Manufacturing Market, 2022 - 2028, USD Million
TABLE 486 Saudi Arabia Artificial Intelligence in Manufacturing Market by Offering, 2018 - 2021, USD Million
TABLE 487 Saudi Arabia Artificial Intelligence in Manufacturing Market by Offering, 2022 - 2028, USD Million
TABLE 488 Saudi Arabia Artificial Intelligence in Manufacturing Market by Application, 2018 - 2021, USD Million
TABLE 489 Saudi Arabia Artificial Intelligence in Manufacturing Market by Application, 2022 - 2028, USD Million
TABLE 490 Saudi Arabia Artificial Intelligence in Manufacturing Market by Technology, 2018 - 2021, USD Million
TABLE 491 Saudi Arabia Artificial Intelligence in Manufacturing Market by Technology, 2022 - 2028, USD Million
TABLE 492 Saudi Arabia Artificial Intelligence in Manufacturing Market by Industry, 2018 - 2021, USD Million
TABLE 493 Saudi Arabia Artificial Intelligence in Manufacturing Market by Industry, 2022 - 2028, USD Million
TABLE 494 South Africa Artificial Intelligence in Manufacturing Market, 2018 - 2021, USD Million
TABLE 495 South Africa Artificial Intelligence in Manufacturing Market, 2022 - 2028, USD Million
TABLE 496 South Africa Artificial Intelligence in Manufacturing Market by Offering, 2018 - 2021, USD Million
TABLE 497 South Africa Artificial Intelligence in Manufacturing Market by Offering, 2022 - 2028, USD Million
TABLE 498 South Africa Artificial Intelligence in Manufacturing Market by Application, 2018 - 2021, USD Million
TABLE 499 South Africa Artificial Intelligence in Manufacturing Market by Application, 2022 - 2028, USD Million
TABLE 500 South Africa Artificial Intelligence in Manufacturing Market by Technology, 2018 - 2021, USD Million
TABLE 501 South Africa Artificial Intelligence in Manufacturing Market by Technology, 2022 - 2028, USD Million
TABLE 502 South Africa Artificial Intelligence in Manufacturing Market by Industry, 2018 - 2021, USD Million
TABLE 503 South Africa Artificial Intelligence in Manufacturing Market by Industry, 2022 - 2028, USD Million
TABLE 504 Nigeria Artificial Intelligence in Manufacturing Market, 2018 - 2021, USD Million
TABLE 505 Nigeria Artificial Intelligence in Manufacturing Market, 2022 - 2028, USD Million
TABLE 506 Nigeria Artificial Intelligence in Manufacturing Market by Offering, 2018 - 2021, USD Million
TABLE 507 Nigeria Artificial Intelligence in Manufacturing Market by Offering, 2022 - 2028, USD Million
TABLE 508 Nigeria Artificial Intelligence in Manufacturing Market by Application, 2018 - 2021, USD Million
TABLE 509 Nigeria Artificial Intelligence in Manufacturing Market by Application, 2022 - 2028, USD Million
TABLE 510 Nigeria Artificial Intelligence in Manufacturing Market by Technology, 2018 - 2021, USD Million
TABLE 511 Nigeria Artificial Intelligence in Manufacturing Market by Technology, 2022 - 2028, USD Million
TABLE 512 Nigeria Artificial Intelligence in Manufacturing Market by Industry, 2018 - 2021, USD Million
TABLE 513 Nigeria Artificial Intelligence in Manufacturing Market by Industry, 2022 - 2028, USD Million
TABLE 514 Rest of LAMEA Artificial Intelligence in Manufacturing Market, 2018 - 2021, USD Million
TABLE 515 Rest of LAMEA Artificial Intelligence in Manufacturing Market, 2022 - 2028, USD Million
TABLE 516 Rest of LAMEA Artificial Intelligence in Manufacturing Market by Offering, 2018 - 2021, USD Million
TABLE 517 Rest of LAMEA Artificial Intelligence in Manufacturing Market by Offering, 2022 - 2028, USD Million
TABLE 518 Rest of LAMEA Artificial Intelligence in Manufacturing Market by Application, 2018 - 2021, USD Million
TABLE 519 Rest of LAMEA Artificial Intelligence in Manufacturing Market by Application, 2022 - 2028, USD Million
TABLE 520 Rest of LAMEA Artificial Intelligence in Manufacturing Market by Technology, 2018 - 2021, USD Million
TABLE 521 Rest of LAMEA Artificial Intelligence in Manufacturing Market by Technology, 2022 - 2028, USD Million
TABLE 522 Rest of LAMEA Artificial Intelligence in Manufacturing Market by Industry, 2018 - 2021, USD Million
TABLE 523 Rest of LAMEA Artificial Intelligence in Manufacturing Market by Industry, 2022 - 2028, USD Million
TABLE 524 Key Information – NVIDIA Corporation
TABLE 525 Key Information – Cisco Systems, Inc.
TABLE 526 key information – Microsoft Corporation
TABLE 527 Key information – IBM Corporation
TABLE 528 Key Information – Intel Corporation
TABLE 529 Key Information – Oracle Corporation
TABLE 530 Key Information – Google LLC
TABLE 531 key information – Micron Technology, Inc.
TABLE 532 Key Information – Siemens AG
TABLE 533 KEY INFORMATION – GENERAL ELECTRIC (GE) CO.

List of Figures
FIG 1 Methodology for the research
FIG 2 KBV Cardinal Matrix
FIG 3 Market Share Analysis, 2020
FIG 4 Key Leading Strategies: Percentage Distribution (2018 -2022)
FIG 5 Key Strategic Move: (Partnerships, Collaborations and Agreements : 2018, Aug – 2022, Mar) Leading Players
FIG 6 Global Artificial Intelligence in Manufacturing Market Share by Offering, 2021
FIG 7 Global Artificial Intelligence in Manufacturing Market Share by Offering, 2028
FIG 8 Global Artificial Intelligence in Manufacturing Market by Offering, 2018 - 2028, USD Million
FIG 9 Global Artificial Intelligence in Manufacturing Market Share by Application, 2021
FIG 10 Global Artificial Intelligence in Manufacturing Market Share by Application, 2028
FIG 11 Global Artificial Intelligence in Manufacturing Market by Application, 2018 - 2028, USD Million
FIG 12 Global Artificial Intelligence in Manufacturing Market Share by Technology, 2021
FIG 13 Global Artificial Intelligence in Manufacturing Market Share by Technology, 2028
FIG 14 Global Artificial Intelligence in Manufacturing Market by Technology, 2018 - 2028, USD Million
FIG 15 Global Artificial Intelligence in Manufacturing Market Share by Industry, 2021
FIG 16 Global Artificial Intelligence in Manufacturing Market Share by Industry, 2028
FIG 17 Global Artificial Intelligence in Manufacturing Market by Industry, 2018- 2028, USD Million
FIG 18 Global Artificial Intelligence in Manufacturing Market Share by Region, 2021
FIG 19 Global Artificial Intelligence in Manufacturing Market Share by Region, 2028
FIG 20 Global Artificial Intelligence in Manufacturing Market by Region, 2018 - 2028, USD Million
FIG 21 Recent Strategies and Developments: NVIDIA Corporation
FIG 22 Recent Strategies and Developments: IBM Corporation
FIG 23 Recent Strategies and Developments: Intel Corporation
FIG 24 Recent Strategies and Developments: Siemens AG