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Artificial Intelligence(AI) In Manufacturing Market

Release date:

Nov-2021

Region:

global

Research Code:MRICT - 104281

Sku:MRICT - 104281

Artificial Intelligence in Manufacturing Market By Component, Technology (ML, NLP, Computer Vision), Application (Predictive Maintenance Quality Management, Supply Chain, Production Planning), Industry Vertical, & Geography - Global Forecast to 2028

  • Report ID: MRICT - 104281
  • Pages: 295
  • Nov-2021
  • Formats*: PDF
  • Category: Information and Communications Technology
  • Delivery: 2 to 4 Hours
COVID-19

This report provides pre & post COVID-19 market estimates.

The Artificial Intelligence (AI) in Manufacturing Market is expected to reach $13.96 billion, at a CAGR of 38.6% during the forecast period of 2021-2028. The rising popularity of artificial intelligence in manufacturing industries for optimizing logistics & supply chains, reducing costs and downtime in production lines, the advent of Industrial 4.0, increasing volume of large complex data, and the rising adoption of industrial IoT are the key factors driving the growth of the AI in manufacturing market. Additionally, the growing scale of manufacturing operations in emerging economies, rising acceptance of modern manufacturing techniques, and increasing deployment of automation technologies are expected to offer significant growth opportunities for the growth of the AI in manufacturing market.

However, privacy and data protection concerns are a major challenge expected to hinder the growth of the AI in the manufacturing market.

Impact of COVID-19 on AI in Manufacturing Market

The COVID-19 outbreak severely impacted economies and industry verticals worldwide. Lockdowns imposed to contain the pandemic resulted in severe losses across several industries, including manufacturing, oil & gas, construction, automotive & transportation. Business operations across manufacturing industries have been severely impacted due to shortages in raw material & workforce, supply chain disruption, and restrictions on operating capacities. A survey conducted by the National Association of Manufacturers (NAM) stated that around 78.0% of manufacturers anticipated a financial impact, and 35.5% faced supply chain disruptions due to COVID-19. These factors led manufacturing companies to deprioritize their digital transformation strategies, including the equipment of their production units with AI. Hence, several AI and automation experts have suggested increasing investments in advanced technologies, such as AI, to create remote operating capabilities, such as process automation, industrial robots, predictive maintenance & machinery inspection, and autonomous material movement to decrease worker density.

Several companies are focused on new strategic developments for automation technologies, digitization, and accelerating advanced AI applications in industry verticals. For instance, in 2021, SAP SE (Germany) partnered with Google Cloud (U.S.) to augment existing business systems with Google Cloud capabilities in artificial intelligence (AI) and machine learning (ML). Also, in 2021, General Electric Company (U.S.) partnered with the Global Manufacturing and Industrialization Summit (GMIS) (UAE) to explore the role of digitization, lean manufacturing, and workplace safety. Such developments and initiatives are expected to boost the market growth.

Hence, despite the pandemic affecting the AI in manufacturing market, it still holds considerable potential to bounce back with the gradual recovery of the manufacturing sector.

Artificial Intelligence In Manufacturing Market

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Increasing Volume of Complex Datasets to Drive Demand for Artificial Intelligence in Manufacturing Market

In the manufacturing industry, companies have access to extensive resources for data capturing and tracking. The information produced by sensors, production equipment, IoT-driven systems, and manufacturing software, also known as big data, is extremely large and complex for humans to analyze. AI and big data analytics have emerged as feasible solutions for critical manufacturing issues as large volumes of structured and unstructured data from a wide variety of sources can be analyzed efficiently.

Using AI and machine learning algorithms, organizations can contextualize the data and flag anomalies, reduce maintenance costs, improve customer service, enhance predictive & preventive maintenance, and use raw data to support decision-making. Over 70% of all data within an organization goes unused due to a lack of analytics. According to an article published by Forbes, over 90% of businesses need to manage unstructured data. AI and big data advanced analytics play a vital role in processing the massive flows of information generated and captured daily, and manufacturers have already started deploying these technologies in their workplaces. Apart from this, AI-powered big data analytics also helps enhance manufacturing operations, customize product designs, enable quality assessment, ensure better product quality, and manage supply chains, making the collection and comprehensive evaluation of data a standard practice in real-time decision making.

In addition, during the COVID-19 pandemic, manufacturing industries witnessed a decline of almost 10% in the second and third quarters of 2020 compared to the previous year. However, the adoption of critical data analytics coupled with AI is expected to enable the recovery of the manufacturing industry from the impacts much faster. These factors are expected to boost the adoption of AI-powered solutions in the manufacturing industry, particularly for managing huge and complex datasets.

Key Findings in the Artificial Intelligence in Manufacturing Market Study:

Machine Learning Technology Segment to Dominate AI in Manufacturing Market Through 2028

Based on technology, the machine learning segment is estimated to account for the largest share of the AI in manufacturing market in 2021. The large market share of this segment is primarily driven by the growing demand for AI-based intelligent solutions, increasing demand for predictive maintenance & machinery inspection and material handling & production planning, and the increasing amount of unstructured data generated by the manufacturing industry.

However, the natural language processing technology segment is slated to register the fastest CAGR during the forecast period due to the growing demand for cloud-based NLP solutions to reduce overall costs and enhance scalability and the increasing usage of smart devices to facilitate smart environments.

Automotive Industry Sector to Dominate the Artificial Intelligence in Manufacturing Market Through 2028

Based on industry vertical, the automotive industry sector is estimated to account for the largest share of the artificial intelligence in manufacturing market in 2021. The large market share of this segment is primarily driven by the growing adoption of advanced AI automotive solutions for fault detection & isolation, quality management, smart manufacturing, production monitoring, and the increasing need for predictive maintenance & machinery inspection solutions.

However, the medical devices manufacturing sector is slated to record the fastest CAGR during the forecast period due to the outbreak of the COVID-19 pandemic and the rising focus on preventive medical equipment maintenance to reduce unplanned downtime, enhance production quality control, and improve operational productivity.

Asia-Pacific: The Largest Market

Asia-Pacific is estimated to command the largest share of the AI in manufacturing market in 2021, followed by North America, Europe, Latin America, and the Middle East & Africa. The region’s large market share is primarily attributed to the presence of major manufacturing companies in China, South Korea, and Japan, rising focus on digitalization with technological advancements including artificial intelligence, industrial automation, robotics, and IoT. In addition, increasing supportive government funding and initiatives for new entrants and the growing demand to improve infrastructure scalability contribute to the high growth of the AI in the manufacturing market in the Asia-Pacific region.

Key Players

The report includes a competitive landscape based on an extensive assessment of the key strategic developments adopted by the leading market participants in the AI in manufacturing market over the last few years. The key players profiled in the artificial intelligence in manufacturing market include Alphabet, Inc. (U.S.), IBM Corporation (U.S.), Intel Corporation (U.S.), Microsoft Corporation (U.S.), Nvidia Corporation (U.S.), Oracle Corporation (U.S.), Amazon Web Services, Inc. (U.S.), Siemens AG (Germany), General Electric Company (U.S.), SAP SE (Germany), Robert Bosch GmbH (Germany), Cisco Systems, Inc. (U.S.), Rockwell Automation, Inc. (U.S.), Advanced Micro Devices, Inc. (U.S.), and Sight Machine Inc. (U.S.).

Scope of the Report:

AI in Manufacturing Market, by Component                

  • Hardware
    • Processors
    • Memory Solutions
    • Networking Solutions
  • Software
    • AI Platforms
    • AI Solutions
  • Services
    • Deployment & Integration
    • Support & Maintenance

AI in Manufacturing Market Market, by Technology             

  • Machine Learning
  • Natural Language Processing
  • Computer Vision
  • Speech and Voice Recognition
  • Context-Aware Computing

AI in Manufacturing Market Market, by Application              

  • Predictive Maintenance & Machinery Inspection
  • Quality Management
  • Supply Chain Optimization
  • Industrial Robot / Robotics & Factory Automation
  • Production Planning
  • Material Handling
  • Field Services
  • Safety Planning
  • Cybersecurity
  • Energy management

AI in Manufacturing Market Market, by Industry Vertical               

  • Automotive
  • Semiconductors & Electronics
  • Heavy Metals & Machine Manufacturing
  • Energy & Power
  • Aerospace & Defense
  • Medical Devices
  • Pharmaceuticals
  • FMCG

AI in Manufacturing Market Market, by Geography  

  • North America
    • U.S.
    • Canada
  • Europe
    • Germany
    • U.K.
    • France
    • Italy
    • Spain
    • Netherlands
    • Russia
    • Ireland
    • Turkey
    • Rest of Europe
  • Asia-Pacific
    • Japan
    • China
    • India
    • South Korea
    • Australia & New Zealand
    • Thailand
    • Indonesia
    • Taiwan
    • Vietnam
    • Rest of Asia-Pacific
  • Latin America
    • Mexico
    • Brazil
    • Rest of Latin America
  • Middle East and Africa

Key questions answered in the report:

What is the Value of Revenue Generated from the Sale of Artificial Intelligence in the Manufacturing Market Across the Globe? At What Rate is their Demand Expected to Grow for the Next 5–7 years?

The global artificial intelligence in manufacturing market is projected to reach $13.96 billion by 2028, at a CAGR of 38.6% during the forecast period.

Which Industry Vertical Showcases High-growth Opportunities for Players Operating in the Artificial Intelligence in Manufacturing Market?

Based on industry vertical, the automotive industry sector is estimated to account for the largest share of the overall artificial intelligence in manufacturing market. However, the medical devices manufacturing sector is slated to register the fastest CAGR during the forecast period.

Which Component Showcases High Growth Opportunities for Players Operating in the Artificial Intelligence in Manufacturing Market?

Based on component, the hardware segment is estimated to account for the largest share of the overall artificial intelligence in manufacturing market. However, the software segment sector is slated to register the fastest CAGR during the forecast period.

What are the Major Drivers, Opportunities, and Trends in the Artificial Intelligence in Manufacturing Market?

The AI in manufacturing market is predominantly driven by the advent of industry 4.0, increasing volumes of complex datasets, and the rising adoption of industrial IoT and automation. The growing scale of manufacturing operations in emerging economies, rising acceptance of modern manufacturing techniques, and the increasing deployment of automation technologies are expected to offer significant growth opportunities for the AI in manufacturing market. Additionally, privacy and data protection concerns are major challenges for this market’s growth. Presently, the growing usage of computer vision in manufacturing, the rising adoption of 5G technology, and the increasing demand for factory automation are prominent technology trends in this market.

What are the Major Restraints in the Artificial Intelligence in Manufacturing Market?

High procurement & operating costs and a lack of infrastructure are expected to restrain the growth of the artificial intelligence in manufacturing market in the coming years.

Who are the Prominent Players Operating in the Artificial Intelligence in Manufacturing Market?

The major players operating in this market are Alphabet, Inc. (U.S.), IBM Corporation (U.S.), Intel Corporation (U.S.), Microsoft Corporation (U.S.), Nvidia Corporation (U.S.), Oracle Corporation (U.S.), Amazon Web Services, Inc. (U.S.), Siemens AG (Germany), General Electric Company (U.S.), SAP SE (Germany), Robert Bosch GmbH (Germany), Cisco Systems, Inc. (U.S.), Rockwell Automation, Inc. (U.S.), Advanced Micro Devices, Inc. (U.S.), and Sight Machine Inc. (U.S.).

Which are the High-growth Countries/Regions in this Market?

The high-growth countries in this market include China, U.S., Germany, South Korea, and Japan.

1. Introduction
    1.1.    Market Ecosystem
    1.2.    Currency and Limitations
             1.2.1. Currency
             1.2.2. Limitations
    1.3. Key Stakeholders

2. Research Methodology
    2.1. Research Approach    
    2.2. Data Collection & Validation
             2.2.1. Secondary Research
             2.2.2. Primary Research
    2.3. Market Assessment
             2.3.1. Market Size Estimation
             2.3.2. Bottom-Up Approach
             2.3.3. Top-Down Approach
             2.3.4. Growth Forecast
    2.4. Assumptions for the Study

3. Executive Summary
    3.1. Overview
    3.2. Market Analysis, by Component
    3.3. Market Analysis, by Technology
    3.4. Market Analysis, by Application
    3.5. Market Analysis, by Industry Vertical
    3.6. Market Analysis, by Geography
    3.7. Competitive Analysis    

4. The Impact of Covid-19 On the AI in Manufacturing Market
    4.1. Key Innovations
    4.2. AI Supply Chain in Manufacturing

5. Market Insights
    5.1. Introduction
    5.2. Market Dynamics
             5.2.1. Drivers
                      5.2.1.1. Advent of Industry 4.0
                      5.2.1.2. Increasing Volumes of Complex Datasets
                      5.2.1.3. Rising Adoption of Industrial IoT and Automation
             5.2.2. Restraints
                      5.2.2.1. High Procurement & Operating Costs and A Lack of Infrastructure
             5.2.3. Opportunities
                      5.2.3.1. Growing Scale of Manufacturing Operations in Emerging Economies
                      5.2.3.2. Rising Acceptance of Modern Manufacturing Techniques
                      5.2.3.3. Increasing Deployment of Automation Technologies
             5.2.4. Challenges
                      5.2.4.1. Privacy and Data Protection Concerns
             5.2.5. Trends
                      5.2.5.1. Market Trends
                                  5.2.5.1.1. Increasing Demand for Factory Automation
                      5.2.5.2. Technology Trends
                                  5.2.5.2.1. Rising Adoption of 5G Technology
                                  5.2.5.2.2. Growing Use of Computer Vision in Manufacturing Applications

6. Global Artificial Intelligence in Manufacturing Market, by Component
    6.1. Introduction
    6.2. Hardware
             6.2.1. Processors
             6.2.2. Memory
             6.2.3. Networking
    6.3. Services
             6.3.1. Deployment & Integration
             6.3.2. Support & Maintenance
    6.4. Software
             6.4.1. AI Platforms
             6.4.2. AI Solutions

7. Global Artificial Intelligence in Manufacturing Market, by Technology
    7.1. Introduction
    7.2. Machine Learning (ML)
    7.3. Natural Language Processing (NLP)
    7.4. Computer Vision
    7.5. Speech and Voice Recognition
    7.6. Context-Aware Computing    

8. AI in Manufacturing Market, by Application
    8.1. Introduction
    8.2. Predictive Maintenance & Machinery Inspection
    8.3. Quality Management
    8.4. Robotics & Factory Automation
    8.5. Supply Chain Optimization
    8.6. Material Handling
    8.7. Production Planning
    8.8. Safety Planning
    8.9. Field Services
    8.10. Cybersecurity
    8.11. Energy Management    

9. AI in Manufacturing Market, by Vertical
    9.1. Introduction
    9.2. Automotive
    9.3. Semiconductors & Electronics
    9.4. Aerospace and Defense
    9.5. Heavy Metals & Machine Manufacturing
    9.6. Medical Devices
    9.7. Energy & Power
    9.8. Pharmaceuticals
    9.9. Fast-Moving Consumer Goods    

10. AI in Manufacturing Market, by Geography
      10.1. Introduction
      10.2. Asia-Pacific
              10.2.1. China
              10.2.2. Japan
              10.2.3. South Korea
              10.2.4. India
              10.2.5. Australia & New Zealand
              10.2.6. Thailand
              10.2.7. Indonesia
              10.2.8. Taiwan
              10.2.9. Vietnam
              10.2.10. Rest of Asia-Pacific (RoAPAC)
      10.3. North America
              10.3.1.U.S.
              10.3.2. Canada
      10.4. Europe
              10.4.1. Germany
              10.4.2.U.K.
              10.4.3. Italy
              10.4.4. France
              10.4.5. Spain
              10.4.6. Netherlands
              10.4.7. Russia
              10.4.8. Ireland
              10.4.9. Turkey
              10.4.10. Rest of Europe (RoE)
      10.5. Latin America
              10.5.1. Mexico
              10.5.2. Brazil
              10.5.3. Rest of Latin America (RoLATAM)
      10.6. Middle East & Africa

11. Competitive Landscape
      11.1. Introduction
      11.2. Key Growth Strategies
              11.2.1. Market Influencers
              11.2.2. Synergy Analysis: Major Deals & Strategic Alliances
      11.3. Competitive Dashboard
              11.3.1. Industry Leaders
              11.3.2. Market Differentiators
              11.3.3. Vanguards
              11.3.4. Contemporary Stalwarts
      11.4. Vendor Market Positioning
      11.5. Key Ranking

12. Company Profiles (Business Overview, Financial Overview, Product Portfolio, Strategic Developments)
      12.1. Alphabet, Inc.
      12.2. IBM Corporation
      12.3. Intel Corporation
      12.4. Microsoft Corporation      
      12.5. NVidia Corporation
      12.6. Oracle Corporation
      12.7. Amazon Web Services, Inc. (Amazon.Com, Inc.)
      12.8. Siemens AG
      12.9. General Electric Company
      12.10.SAP SE
      12.11. Robert Bosch GmbH
      12.12. Cisco Systems, Inc.
      12.13. Rockwell Automation, Inc.
      12.14. Advanced Micro Devices, Inc. (AMD)
      12.15. Sight Machine, Inc.

13. Appendix
      13.1. Questionnaire
              13.1.1. Available Customization

List of Tables

Table 1        Global AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 2        Global AI Hardware in Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 3        AI Hardware in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 4        AI Processors in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 5        AI Memory in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 6        AI Networking in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 7        Global AI Services in Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 8        AI Services in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 9        AI Deployment & Integration Services in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 10       AI Support & Maintenance Services in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 11       Global AI Software in Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 12       AI Software in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 13       AI Platforms in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 14       AI Solutions in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 15       Global AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 16       AI in Manufacturing Market Size for Machine Learning, by Country/Region, 2019–2028 (USD Million)
Table 17       AI in Manufacturing Market Size for Natural Language Processing, by Country/Region, 2019–2028 (USD Million)
Table 18       AI in Manufacturing Market Size for Computer Vision, by Country/Region, 2019–2028 (USD Million)
Table 19       AI in Manufacturing Market Size for Speech and Voice Recognition, by Country/Region, 2019–2028 (USD Million)
Table 20       AI in Manufacturing Market Size for Context-Aware Computing, by Country/Region, 2019–2028 (USD Million)
Table 21      Global AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 22      Global AI in Manufacturing Market Size for Predictive Maintenance & Machinery Inspection, by Country/Region, 2019–2028 (USD Million)
Table 23      Global AI in Manufacturing Market Size for Quality Management, by Country/Region, 2019–2028 (USD Million)
Table 24      Global AI in Manufacturing Market Size for Robotics & Factory Automation, by Country/Region, 2019–2028 (USD Million)
Table 25      Global AI in Manufacturing Market Size for Supply Chain Optimization, by Country/Region, 2019–2028 (USD Million)
Table 26      Global AI in Manufacturing Market Size for Material Handling, by Country/Region, 2019–2028 (USD Million)
Table 27     Global AI in Manufacturing Market Size for Production Planning, by Country/Region, 2019–2028 (USD Million)
Table 28     Global AI in Manufacturing Market Size for Safety Planning, by Country/Region, 2019–2028 (USD Million)
Table 29     Global AI in Manufacturing Market Size for Field Services, by Country/Region, 2019–2028 (USD Million)
Table 30     Global AI in Manufacturing Market Size for Cybersecurity, by Country/Region, 2019–2028 (USD Million)
Table 31     Global AI in Manufacturing Market Size for Energy Management, by Country/Region, 2019–2028 (USD Million)
Table 32     Global AI in Manufacturing Market Size, by Vertical, 2019–2028 (USD Million)
Table 33     Global AI Market Size for Automotive Manufacturing, by Country/Region, 2019-2028 (USD Million)
Table 34     Global AI Market Size for Semiconductors & Electronics Manufacturing Industry, by Country/Region, 2019-2028 (USD Million)
Table 35     Global AI Market Size for Aerospace and Defense Manufacturing, by Country/Region, 2019-2028 (USD Million)
Table 36     Global AI Market Size for Heavy Metals & Machine Manufacturing, by Country/Region, 2019-2028 (USD Million)
Table 37     Global AI Market Size for Medical Devices Manufacturing, by Country/Region, 2019-2028 (USD Million)
Table 38     Global AI Market Size for Energy & Power Manufacturing, by Country/Region, 2019-2028 (USD Million)
Table 39     Global AI Market Size for Pharmaceutical Manufacturing, by Country/Region, 2019-2028 (USD Million)
Table 40     Global AI Market Size for Fast-Moving Consumer Goods Manufacturing, by Country/Region, 2019-2028 (USD Million)
Table 41     Global AI in Manufacturing Market, by Country/Region, 2019–2028 (USD Million)
Table 42     Asia-Pacific: AI Market Size in Manufacturing Industry, by Country/Region, 2019–2028 (USD Million)
Table 43     Asia-Pacific: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 44     Asia-Pacific: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 45     Asia-Pacific: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 46     Asia-Pacific: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 47     Asia-Pacific: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 48     Asia-Pacific: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 49     Asia-Pacific: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 50     China: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 51     China: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 52     China: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 53     China: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 54     China: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 55     China: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 56     China: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 57     Japan: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 58     Japan: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 59     Japan: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 60     Japan: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 61     Japan: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 62     Japan: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 63     Japan: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 64     South Korea: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 65     South Korea: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 66     South Korea: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 67     South Korea: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 68     South Korea: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 69     South Korea: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 70     South Korea: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 71     India: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 72     India: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 73     India: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 74     India: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 75     India: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 76     India: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 77     India: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 78     Australia & New Zealand: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 79     Australia & New Zealand: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 80     Australia & New Zealand: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 81     Australia & New Zealand: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 82     Australia & New Zealand: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 83     Australia & New Zealand: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 84     Australia & New Zealand: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 85    Thailand: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 86    Thailand: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 87    Thailand: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 88    Thailand: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 89    Thailand: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 90    Thailand: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 91    Thailand: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 92    Indonesia: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 93    Indonesia: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 94    Indonesia: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 95    Indonesia: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 96    Indonesia: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 97    Indonesia: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 98    Indonesia: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 99    Taiwan: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 100    Taiwan: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 101    Taiwan: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 102    Taiwan: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 103    Taiwan: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 104    Taiwan: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 105    Taiwan: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 106    Vietnam: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 107    Vietnam: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 108    Vietnam: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 109    Vietnam: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 110    Vietnam: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 111    Vietnam: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 112    Vietnam: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 113    Rest of Asia-Pacific: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 114    Rest of Asia-Pacific: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 115    Rest of Asia-Pacific: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 116    Rest of Asia-Pacific: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 117    Rest of Asia-Pacific: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 118    Rest of Asia-Pacific: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 119    Rest of Asia-Pacific: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 120    North America: AI in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 121    North America: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 122    North America: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 123    North America: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 124    North America: AI in Manufacturing Services Market, by Type, 2019–2028 (USD Million)
Table 125    North America: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 126    North America: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 127    North America: AI in Manufacturing Market, by Industry Vertical, 2019–2028 (USD Million)
Table 128    U.S.: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 129    U.S.: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 130    U.S.: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 131    U.S.: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 132    U.S.: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 133    U.S.: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 134    U.S.: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 135    Canada: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 136    Canada: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 137    Canada: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 138    Canada: AI in Manufacturing Services Market, by Type, 2019–2028 (USD Million)
Table 139    Canada: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 140    Canada: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 141    Canada: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 142    Europe: AI in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 143    Europe: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 144    Europe: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 145    Europe: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 146    Europe: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 147    Europe: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 148    Europe: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 149    Europe: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 150    Germany: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 151    Germany: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 152    Germany: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 153    Germany: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 154    Germany: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 155    Germany: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 156    Germany: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 157    U.K.: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 158    U.K.: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 159    U.K.: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 160    U.K.: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 161    U.K.: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 162    U.K.: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 163    U.K.: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 164    Italy: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 165    Italy: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 166    Italy: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 167    Italy: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 168    Italy: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 169    Italy: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 170    Italy: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 171    France: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 172    France: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 173    France: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 174    France: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 175    France: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 176    France: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 177    France: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 178    Spain: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 179    Spain: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 180    Spain: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 181    Spain: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 182    Spain: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 183    Spain: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 184    Spain: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 185    Netherlands: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 186    Netherlands: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 187    Netherlands: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 188    Netherlands: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 189    Netherlands: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 190    Netherlands: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 191    Netherlands: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 192    Russia: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 193    Russia: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 194    Russia: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 195    Russia: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 196    Russia: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 197    Russia: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 198    Russia: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 199    Ireland: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 200    Ireland: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 201    Ireland: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 202    Ireland: AI in Manufacturing Services Market, by Type, 2019–2028 (USD Million)
Table 203    Ireland: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 204    Ireland: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 205    Ireland: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 206    Turkey: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 207    Turkey: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 208    Turkey: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 209    Turkey: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 210    Turkey: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 211    Turkey: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 212    Turkey: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 213    Rest of Europe: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 214    Rest of Europe: AI in Hardware Manufacturing Market, by Type, 2019–2028 (USD Million)
Table 215    Rest of Europe: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 216    Rest of Europe: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 217    Rest of Europe: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
 Table 218    Rest of Europe: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 219    Rest of Europe: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 220    Latin America: AI Market Size in Manufacturing Industry, by Country/Region, 2019–2028 (USD Million)
Table 221    Latin America: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 222    Latin America: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 223    Latin America: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 224    Latin America: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 225    Latin America: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 226    Latin America: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 227    Latin America: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 228    Mexico: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 229    Mexico: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 230    Mexico: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 231    Mexico: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 232    Mexico: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 233    Mexico: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 234    Mexico: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 235    Brazil: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 236    Brazil: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 237    Brazil: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 238    Brazil: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 239    Brazil: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 240    Brazil: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 241    Brazil: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 242    Rest of Latin America: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 243    Rest of Latin America: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 244    Rest of Latin America: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 245    Rest of Latin America: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 246    Rest of Latin America: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 247    Rest of Latin America: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 248    Rest of Latin America: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 249    Middle East & Africa: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 250    Middle East & Africa: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 251    Middle East & Africa: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 252    Middle East & Africa: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 253    Middle East & Africa: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 254    Middle East & Africa: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 255    Middle East & Africa: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 256    Recent Developments, by Company (2018–2021)
Table 257    Market Influencers in the Global AI in Manufacturing Market (2018–2021)
Table 258    Key Synergic Developments in the AI in Manufacturing Market
Table 259    Recent Developments Towards Enhancing Product Strengths by Major Players in the AI in Manufacturing Market
Table 260    Some of the Recent Key Geographic Expansions by Major Players in the AI in Manufacturing Market

List of Figures

Figure 1        Research Process
Figure 2        Key Secondary Sources
Figure 3        Primary Research Techniques
Figure 4        Key Executives Interviewed
Figure 5        Breakdown of Primary Interviews (Supply-Side & Demand-Side)
Figure 6        Market Sizing and Growth Forecast Approach
Figure 7        Key Insights
Figure 8        Hardware Segment to Dominate the Global AI in Manufacturing Market
(2021–2028)
Figure 9        Machine Learning to Dominate the Global AI in Manufacturing Market
(2021–2028)
Figure 10    Predictive Maintenance & Machinery Inspection Segment Leads
the Global AI in Manufacturing Market (2021–2028)
Figure 11    Automotive Segment Emerged Dominant in the Global AI in Manufacturing Market (2021–2028)
Figure 12    Artificial Intelligence in Manufacturing Market, by Region (2021–2028)
Figure 13    Key Innovators in the AI in Manufacturing Industry
Figure 14    Market Dynamics
Figure 15    Global AI in Manufacturing Market Size, by Component, 2021 Vs. 2028
(USD Million)
Figure 16    Global AI in Manufacturing Market Size, by Technology, 2021 Vs. 2028
(USD Million)
Figure 17    Global AI in Manufacturing Market Size, by Application, 2021–2028 (USD Million)
Figure 18    Advantages of Predictive Maintenance in Manufacturing Industries
Figure 19    Field Services in Manufacturing Industry Applications
Figure 20    Cybersecurity Applications in Manufacturing Industries
Figure 21    Global AI in Manufacturing Market Size, by Vertical, 2021–2028 (USD Million)
Figure 22    Advantages of AI in Automotive Manufacturing Operations
Figure 23    Advantage of AI in Heavy Metals & Machinery Manufacturing Operations
Figure 24    Global AI in Manufacturing Market Size, by Geography, 2021-2028 (USD Million)
Figure 25    Asia-Pacific: Artificial Intelligence Market in Manufacturing Industry Snapshot
Figure 26    North America: AI in Manufacturing Market Snapshot
Figure 27    Europe: AI in Manufacturing Market Snapshot
Figure 28    Latin America: AI Market in Manufacturing Industry Snapshot
Figure 29    Key Growth Strategies Adopted by Leading Players (2018–2021)
Figure 30    Competitive Dashboard: Artificial Intelligence in Manufacturing Market
Figure 31    Vendors’ Market Positioning Analysis (2018–2021)
Figure 32    Alphabet, Inc.: Financial Overview (2020)
Figure 33    IBM Corporation: Financial Overview (2020)
Figure 34    Intel Corporation: Financial Overview (2020)
Figure 35    Microsoft Corporation: Financial Overview (2020)
Figure 36    NVidia Corporation: Financial Overview (2020)
Figure 37    Oracle Corporation: Financial Overview (2020)
Figure 38    Amazon Web Services, Inc.: Financial Overview (2020)
Figure 39    Siemens AG: Financial Overview (2020)
Figure 40    General Electric Company: Financial Overview (2020)
Figure 41    SAP SE: Financial Overview (2020)
Figure 42    Robert Bosch GmbH: Financial Overview (2020)
Figure 43    Cisco Systems, Inc.: Financial Overview (2020)
Figure 44    Rockwell Automation, Inc.: Financial Overview (2020)
Figure 45    Advanced Micro Devices, Inc.: Financial Overview (2020)

 
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Related Research

The Artificial Intelligence (AI) in Manufacturing Market is expected to reach $13.96 billion, at a CAGR of 38.6% during the forecast period of 2021-2028. The rising popularity of artificial intelligence in manufacturing industries for optimizing logistics & supply chains, reducing costs and downtime in production lines, the advent of Industrial 4.0, increasing volume of large complex data, and the rising adoption of industrial IoT are the key factors driving the growth of the AI in manufacturing market. Additionally, the growing scale of manufacturing operations in emerging economies, rising acceptance of modern manufacturing techniques, and increasing deployment of automation technologies are expected to offer significant growth opportunities for the growth of the AI in manufacturing market.

However, privacy and data protection concerns are a major challenge expected to hinder the growth of the AI in the manufacturing market.

Impact of COVID-19 on AI in Manufacturing Market

The COVID-19 outbreak severely impacted economies and industry verticals worldwide. Lockdowns imposed to contain the pandemic resulted in severe losses across several industries, including manufacturing, oil & gas, construction, automotive & transportation. Business operations across manufacturing industries have been severely impacted due to shortages in raw material & workforce, supply chain disruption, and restrictions on operating capacities. A survey conducted by the National Association of Manufacturers (NAM) stated that around 78.0% of manufacturers anticipated a financial impact, and 35.5% faced supply chain disruptions due to COVID-19. These factors led manufacturing companies to deprioritize their digital transformation strategies, including the equipment of their production units with AI. Hence, several AI and automation experts have suggested increasing investments in advanced technologies, such as AI, to create remote operating capabilities, such as process automation, industrial robots, predictive maintenance & machinery inspection, and autonomous material movement to decrease worker density.

Several companies are focused on new strategic developments for automation technologies, digitization, and accelerating advanced AI applications in industry verticals. For instance, in 2021, SAP SE (Germany) partnered with Google Cloud (U.S.) to augment existing business systems with Google Cloud capabilities in artificial intelligence (AI) and machine learning (ML). Also, in 2021, General Electric Company (U.S.) partnered with the Global Manufacturing and Industrialization Summit (GMIS) (UAE) to explore the role of digitization, lean manufacturing, and workplace safety. Such developments and initiatives are expected to boost the market growth.

Hence, despite the pandemic affecting the AI in manufacturing market, it still holds considerable potential to bounce back with the gradual recovery of the manufacturing sector.

Artificial Intelligence In Manufacturing Market

                                               Click here to: Get Free Request Sample Copy of this report 

Increasing Volume of Complex Datasets to Drive Demand for Artificial Intelligence in Manufacturing Market

In the manufacturing industry, companies have access to extensive resources for data capturing and tracking. The information produced by sensors, production equipment, IoT-driven systems, and manufacturing software, also known as big data, is extremely large and complex for humans to analyze. AI and big data analytics have emerged as feasible solutions for critical manufacturing issues as large volumes of structured and unstructured data from a wide variety of sources can be analyzed efficiently.

Using AI and machine learning algorithms, organizations can contextualize the data and flag anomalies, reduce maintenance costs, improve customer service, enhance predictive & preventive maintenance, and use raw data to support decision-making. Over 70% of all data within an organization goes unused due to a lack of analytics. According to an article published by Forbes, over 90% of businesses need to manage unstructured data. AI and big data advanced analytics play a vital role in processing the massive flows of information generated and captured daily, and manufacturers have already started deploying these technologies in their workplaces. Apart from this, AI-powered big data analytics also helps enhance manufacturing operations, customize product designs, enable quality assessment, ensure better product quality, and manage supply chains, making the collection and comprehensive evaluation of data a standard practice in real-time decision making.

In addition, during the COVID-19 pandemic, manufacturing industries witnessed a decline of almost 10% in the second and third quarters of 2020 compared to the previous year. However, the adoption of critical data analytics coupled with AI is expected to enable the recovery of the manufacturing industry from the impacts much faster. These factors are expected to boost the adoption of AI-powered solutions in the manufacturing industry, particularly for managing huge and complex datasets.

Key Findings in the Artificial Intelligence in Manufacturing Market Study:

Machine Learning Technology Segment to Dominate AI in Manufacturing Market Through 2028

Based on technology, the machine learning segment is estimated to account for the largest share of the AI in manufacturing market in 2021. The large market share of this segment is primarily driven by the growing demand for AI-based intelligent solutions, increasing demand for predictive maintenance & machinery inspection and material handling & production planning, and the increasing amount of unstructured data generated by the manufacturing industry.

However, the natural language processing technology segment is slated to register the fastest CAGR during the forecast period due to the growing demand for cloud-based NLP solutions to reduce overall costs and enhance scalability and the increasing usage of smart devices to facilitate smart environments.

Automotive Industry Sector to Dominate the Artificial Intelligence in Manufacturing Market Through 2028

Based on industry vertical, the automotive industry sector is estimated to account for the largest share of the artificial intelligence in manufacturing market in 2021. The large market share of this segment is primarily driven by the growing adoption of advanced AI automotive solutions for fault detection & isolation, quality management, smart manufacturing, production monitoring, and the increasing need for predictive maintenance & machinery inspection solutions.

However, the medical devices manufacturing sector is slated to record the fastest CAGR during the forecast period due to the outbreak of the COVID-19 pandemic and the rising focus on preventive medical equipment maintenance to reduce unplanned downtime, enhance production quality control, and improve operational productivity.

Asia-Pacific: The Largest Market

Asia-Pacific is estimated to command the largest share of the AI in manufacturing market in 2021, followed by North America, Europe, Latin America, and the Middle East & Africa. The region’s large market share is primarily attributed to the presence of major manufacturing companies in China, South Korea, and Japan, rising focus on digitalization with technological advancements including artificial intelligence, industrial automation, robotics, and IoT. In addition, increasing supportive government funding and initiatives for new entrants and the growing demand to improve infrastructure scalability contribute to the high growth of the AI in the manufacturing market in the Asia-Pacific region.

Key Players

The report includes a competitive landscape based on an extensive assessment of the key strategic developments adopted by the leading market participants in the AI in manufacturing market over the last few years. The key players profiled in the artificial intelligence in manufacturing market include Alphabet, Inc. (U.S.), IBM Corporation (U.S.), Intel Corporation (U.S.), Microsoft Corporation (U.S.), Nvidia Corporation (U.S.), Oracle Corporation (U.S.), Amazon Web Services, Inc. (U.S.), Siemens AG (Germany), General Electric Company (U.S.), SAP SE (Germany), Robert Bosch GmbH (Germany), Cisco Systems, Inc. (U.S.), Rockwell Automation, Inc. (U.S.), Advanced Micro Devices, Inc. (U.S.), and Sight Machine Inc. (U.S.).

Scope of the Report:

AI in Manufacturing Market, by Component                

  • Hardware
    • Processors
    • Memory Solutions
    • Networking Solutions
  • Software
    • AI Platforms
    • AI Solutions
  • Services
    • Deployment & Integration
    • Support & Maintenance

AI in Manufacturing Market Market, by Technology             

  • Machine Learning
  • Natural Language Processing
  • Computer Vision
  • Speech and Voice Recognition
  • Context-Aware Computing

AI in Manufacturing Market Market, by Application              

  • Predictive Maintenance & Machinery Inspection
  • Quality Management
  • Supply Chain Optimization
  • Industrial Robot / Robotics & Factory Automation
  • Production Planning
  • Material Handling
  • Field Services
  • Safety Planning
  • Cybersecurity
  • Energy management

AI in Manufacturing Market Market, by Industry Vertical               

  • Automotive
  • Semiconductors & Electronics
  • Heavy Metals & Machine Manufacturing
  • Energy & Power
  • Aerospace & Defense
  • Medical Devices
  • Pharmaceuticals
  • FMCG

AI in Manufacturing Market Market, by Geography  

  • North America
    • U.S.
    • Canada
  • Europe
    • Germany
    • U.K.
    • France
    • Italy
    • Spain
    • Netherlands
    • Russia
    • Ireland
    • Turkey
    • Rest of Europe
  • Asia-Pacific
    • Japan
    • China
    • India
    • South Korea
    • Australia & New Zealand
    • Thailand
    • Indonesia
    • Taiwan
    • Vietnam
    • Rest of Asia-Pacific
  • Latin America
    • Mexico
    • Brazil
    • Rest of Latin America
  • Middle East and Africa

Key questions answered in the report:

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1. Introduction
    1.1.    Market Ecosystem
    1.2.    Currency and Limitations
             1.2.1. Currency
             1.2.2. Limitations
    1.3. Key Stakeholders

2. Research Methodology
    2.1. Research Approach    
    2.2. Data Collection & Validation
             2.2.1. Secondary Research
             2.2.2. Primary Research
    2.3. Market Assessment
             2.3.1. Market Size Estimation
             2.3.2. Bottom-Up Approach
             2.3.3. Top-Down Approach
             2.3.4. Growth Forecast
    2.4. Assumptions for the Study

3. Executive Summary
    3.1. Overview
    3.2. Market Analysis, by Component
    3.3. Market Analysis, by Technology
    3.4. Market Analysis, by Application
    3.5. Market Analysis, by Industry Vertical
    3.6. Market Analysis, by Geography
    3.7. Competitive Analysis    

4. The Impact of Covid-19 On the AI in Manufacturing Market
    4.1. Key Innovations
    4.2. AI Supply Chain in Manufacturing

5. Market Insights
    5.1. Introduction
    5.2. Market Dynamics
             5.2.1. Drivers
                      5.2.1.1. Advent of Industry 4.0
                      5.2.1.2. Increasing Volumes of Complex Datasets
                      5.2.1.3. Rising Adoption of Industrial IoT and Automation
             5.2.2. Restraints
                      5.2.2.1. High Procurement & Operating Costs and A Lack of Infrastructure
             5.2.3. Opportunities
                      5.2.3.1. Growing Scale of Manufacturing Operations in Emerging Economies
                      5.2.3.2. Rising Acceptance of Modern Manufacturing Techniques
                      5.2.3.3. Increasing Deployment of Automation Technologies
             5.2.4. Challenges
                      5.2.4.1. Privacy and Data Protection Concerns
             5.2.5. Trends
                      5.2.5.1. Market Trends
                                  5.2.5.1.1. Increasing Demand for Factory Automation
                      5.2.5.2. Technology Trends
                                  5.2.5.2.1. Rising Adoption of 5G Technology
                                  5.2.5.2.2. Growing Use of Computer Vision in Manufacturing Applications

6. Global Artificial Intelligence in Manufacturing Market, by Component
    6.1. Introduction
    6.2. Hardware
             6.2.1. Processors
             6.2.2. Memory
             6.2.3. Networking
    6.3. Services
             6.3.1. Deployment & Integration
             6.3.2. Support & Maintenance
    6.4. Software
             6.4.1. AI Platforms
             6.4.2. AI Solutions

7. Global Artificial Intelligence in Manufacturing Market, by Technology
    7.1. Introduction
    7.2. Machine Learning (ML)
    7.3. Natural Language Processing (NLP)
    7.4. Computer Vision
    7.5. Speech and Voice Recognition
    7.6. Context-Aware Computing    

8. AI in Manufacturing Market, by Application
    8.1. Introduction
    8.2. Predictive Maintenance & Machinery Inspection
    8.3. Quality Management
    8.4. Robotics & Factory Automation
    8.5. Supply Chain Optimization
    8.6. Material Handling
    8.7. Production Planning
    8.8. Safety Planning
    8.9. Field Services
    8.10. Cybersecurity
    8.11. Energy Management    

9. AI in Manufacturing Market, by Vertical
    9.1. Introduction
    9.2. Automotive
    9.3. Semiconductors & Electronics
    9.4. Aerospace and Defense
    9.5. Heavy Metals & Machine Manufacturing
    9.6. Medical Devices
    9.7. Energy & Power
    9.8. Pharmaceuticals
    9.9. Fast-Moving Consumer Goods    

10. AI in Manufacturing Market, by Geography
      10.1. Introduction
      10.2. Asia-Pacific
              10.2.1. China
              10.2.2. Japan
              10.2.3. South Korea
              10.2.4. India
              10.2.5. Australia & New Zealand
              10.2.6. Thailand
              10.2.7. Indonesia
              10.2.8. Taiwan
              10.2.9. Vietnam
              10.2.10. Rest of Asia-Pacific (RoAPAC)
      10.3. North America
              10.3.1.U.S.
              10.3.2. Canada
      10.4. Europe
              10.4.1. Germany
              10.4.2.U.K.
              10.4.3. Italy
              10.4.4. France
              10.4.5. Spain
              10.4.6. Netherlands
              10.4.7. Russia
              10.4.8. Ireland
              10.4.9. Turkey
              10.4.10. Rest of Europe (RoE)
      10.5. Latin America
              10.5.1. Mexico
              10.5.2. Brazil
              10.5.3. Rest of Latin America (RoLATAM)
      10.6. Middle East & Africa

11. Competitive Landscape
      11.1. Introduction
      11.2. Key Growth Strategies
              11.2.1. Market Influencers
              11.2.2. Synergy Analysis: Major Deals & Strategic Alliances
      11.3. Competitive Dashboard
              11.3.1. Industry Leaders
              11.3.2. Market Differentiators
              11.3.3. Vanguards
              11.3.4. Contemporary Stalwarts
      11.4. Vendor Market Positioning
      11.5. Key Ranking

12. Company Profiles (Business Overview, Financial Overview, Product Portfolio, Strategic Developments)
      12.1. Alphabet, Inc.
      12.2. IBM Corporation
      12.3. Intel Corporation
      12.4. Microsoft Corporation      
      12.5. NVidia Corporation
      12.6. Oracle Corporation
      12.7. Amazon Web Services, Inc. (Amazon.Com, Inc.)
      12.8. Siemens AG
      12.9. General Electric Company
      12.10.SAP SE
      12.11. Robert Bosch GmbH
      12.12. Cisco Systems, Inc.
      12.13. Rockwell Automation, Inc.
      12.14. Advanced Micro Devices, Inc. (AMD)
      12.15. Sight Machine, Inc.

13. Appendix
      13.1. Questionnaire
              13.1.1. Available Customization

List of Tables

Table 1        Global AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 2        Global AI Hardware in Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 3        AI Hardware in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 4        AI Processors in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 5        AI Memory in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 6        AI Networking in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 7        Global AI Services in Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 8        AI Services in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 9        AI Deployment & Integration Services in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 10       AI Support & Maintenance Services in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 11       Global AI Software in Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 12       AI Software in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 13       AI Platforms in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 14       AI Solutions in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 15       Global AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 16       AI in Manufacturing Market Size for Machine Learning, by Country/Region, 2019–2028 (USD Million)
Table 17       AI in Manufacturing Market Size for Natural Language Processing, by Country/Region, 2019–2028 (USD Million)
Table 18       AI in Manufacturing Market Size for Computer Vision, by Country/Region, 2019–2028 (USD Million)
Table 19       AI in Manufacturing Market Size for Speech and Voice Recognition, by Country/Region, 2019–2028 (USD Million)
Table 20       AI in Manufacturing Market Size for Context-Aware Computing, by Country/Region, 2019–2028 (USD Million)
Table 21      Global AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 22      Global AI in Manufacturing Market Size for Predictive Maintenance & Machinery Inspection, by Country/Region, 2019–2028 (USD Million)
Table 23      Global AI in Manufacturing Market Size for Quality Management, by Country/Region, 2019–2028 (USD Million)
Table 24      Global AI in Manufacturing Market Size for Robotics & Factory Automation, by Country/Region, 2019–2028 (USD Million)
Table 25      Global AI in Manufacturing Market Size for Supply Chain Optimization, by Country/Region, 2019–2028 (USD Million)
Table 26      Global AI in Manufacturing Market Size for Material Handling, by Country/Region, 2019–2028 (USD Million)
Table 27     Global AI in Manufacturing Market Size for Production Planning, by Country/Region, 2019–2028 (USD Million)
Table 28     Global AI in Manufacturing Market Size for Safety Planning, by Country/Region, 2019–2028 (USD Million)
Table 29     Global AI in Manufacturing Market Size for Field Services, by Country/Region, 2019–2028 (USD Million)
Table 30     Global AI in Manufacturing Market Size for Cybersecurity, by Country/Region, 2019–2028 (USD Million)
Table 31     Global AI in Manufacturing Market Size for Energy Management, by Country/Region, 2019–2028 (USD Million)
Table 32     Global AI in Manufacturing Market Size, by Vertical, 2019–2028 (USD Million)
Table 33     Global AI Market Size for Automotive Manufacturing, by Country/Region, 2019-2028 (USD Million)
Table 34     Global AI Market Size for Semiconductors & Electronics Manufacturing Industry, by Country/Region, 2019-2028 (USD Million)
Table 35     Global AI Market Size for Aerospace and Defense Manufacturing, by Country/Region, 2019-2028 (USD Million)
Table 36     Global AI Market Size for Heavy Metals & Machine Manufacturing, by Country/Region, 2019-2028 (USD Million)
Table 37     Global AI Market Size for Medical Devices Manufacturing, by Country/Region, 2019-2028 (USD Million)
Table 38     Global AI Market Size for Energy & Power Manufacturing, by Country/Region, 2019-2028 (USD Million)
Table 39     Global AI Market Size for Pharmaceutical Manufacturing, by Country/Region, 2019-2028 (USD Million)
Table 40     Global AI Market Size for Fast-Moving Consumer Goods Manufacturing, by Country/Region, 2019-2028 (USD Million)
Table 41     Global AI in Manufacturing Market, by Country/Region, 2019–2028 (USD Million)
Table 42     Asia-Pacific: AI Market Size in Manufacturing Industry, by Country/Region, 2019–2028 (USD Million)
Table 43     Asia-Pacific: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 44     Asia-Pacific: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 45     Asia-Pacific: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 46     Asia-Pacific: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 47     Asia-Pacific: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 48     Asia-Pacific: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 49     Asia-Pacific: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 50     China: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 51     China: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 52     China: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 53     China: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 54     China: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 55     China: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 56     China: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 57     Japan: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 58     Japan: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 59     Japan: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 60     Japan: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 61     Japan: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 62     Japan: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 63     Japan: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 64     South Korea: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 65     South Korea: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 66     South Korea: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 67     South Korea: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 68     South Korea: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 69     South Korea: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 70     South Korea: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 71     India: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 72     India: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 73     India: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 74     India: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 75     India: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 76     India: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 77     India: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 78     Australia & New Zealand: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 79     Australia & New Zealand: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 80     Australia & New Zealand: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 81     Australia & New Zealand: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 82     Australia & New Zealand: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 83     Australia & New Zealand: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 84     Australia & New Zealand: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 85    Thailand: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 86    Thailand: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 87    Thailand: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 88    Thailand: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 89    Thailand: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 90    Thailand: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 91    Thailand: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 92    Indonesia: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 93    Indonesia: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 94    Indonesia: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 95    Indonesia: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 96    Indonesia: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 97    Indonesia: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 98    Indonesia: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 99    Taiwan: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 100    Taiwan: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 101    Taiwan: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 102    Taiwan: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 103    Taiwan: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 104    Taiwan: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 105    Taiwan: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 106    Vietnam: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 107    Vietnam: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 108    Vietnam: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 109    Vietnam: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 110    Vietnam: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 111    Vietnam: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 112    Vietnam: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 113    Rest of Asia-Pacific: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 114    Rest of Asia-Pacific: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 115    Rest of Asia-Pacific: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 116    Rest of Asia-Pacific: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 117    Rest of Asia-Pacific: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 118    Rest of Asia-Pacific: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 119    Rest of Asia-Pacific: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 120    North America: AI in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 121    North America: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 122    North America: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 123    North America: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 124    North America: AI in Manufacturing Services Market, by Type, 2019–2028 (USD Million)
Table 125    North America: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 126    North America: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 127    North America: AI in Manufacturing Market, by Industry Vertical, 2019–2028 (USD Million)
Table 128    U.S.: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 129    U.S.: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 130    U.S.: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 131    U.S.: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 132    U.S.: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 133    U.S.: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 134    U.S.: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 135    Canada: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 136    Canada: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 137    Canada: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 138    Canada: AI in Manufacturing Services Market, by Type, 2019–2028 (USD Million)
Table 139    Canada: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 140    Canada: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 141    Canada: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 142    Europe: AI in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 143    Europe: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 144    Europe: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 145    Europe: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 146    Europe: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 147    Europe: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 148    Europe: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 149    Europe: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 150    Germany: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 151    Germany: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 152    Germany: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 153    Germany: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 154    Germany: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 155    Germany: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 156    Germany: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 157    U.K.: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 158    U.K.: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 159    U.K.: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 160    U.K.: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 161    U.K.: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 162    U.K.: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 163    U.K.: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 164    Italy: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 165    Italy: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 166    Italy: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 167    Italy: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 168    Italy: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 169    Italy: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 170    Italy: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 171    France: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 172    France: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 173    France: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 174    France: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 175    France: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 176    France: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 177    France: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 178    Spain: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 179    Spain: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 180    Spain: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 181    Spain: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 182    Spain: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 183    Spain: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 184    Spain: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 185    Netherlands: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 186    Netherlands: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 187    Netherlands: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 188    Netherlands: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 189    Netherlands: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 190    Netherlands: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 191    Netherlands: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 192    Russia: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 193    Russia: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 194    Russia: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 195    Russia: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 196    Russia: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 197    Russia: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 198    Russia: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 199    Ireland: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 200    Ireland: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 201    Ireland: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 202    Ireland: AI in Manufacturing Services Market, by Type, 2019–2028 (USD Million)
Table 203    Ireland: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 204    Ireland: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 205    Ireland: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 206    Turkey: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 207    Turkey: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 208    Turkey: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 209    Turkey: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 210    Turkey: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 211    Turkey: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 212    Turkey: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 213    Rest of Europe: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 214    Rest of Europe: AI in Hardware Manufacturing Market, by Type, 2019–2028 (USD Million)
Table 215    Rest of Europe: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 216    Rest of Europe: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 217    Rest of Europe: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
 Table 218    Rest of Europe: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 219    Rest of Europe: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 220    Latin America: AI Market Size in Manufacturing Industry, by Country/Region, 2019–2028 (USD Million)
Table 221    Latin America: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 222    Latin America: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 223    Latin America: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 224    Latin America: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 225    Latin America: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 226    Latin America: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 227    Latin America: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 228    Mexico: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 229    Mexico: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 230    Mexico: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 231    Mexico: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 232    Mexico: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 233    Mexico: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 234    Mexico: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 235    Brazil: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 236    Brazil: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 237    Brazil: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 238    Brazil: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 239    Brazil: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 240    Brazil: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 241    Brazil: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 242    Rest of Latin America: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 243    Rest of Latin America: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 244    Rest of Latin America: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 245    Rest of Latin America: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 246    Rest of Latin America: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 247    Rest of Latin America: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 248    Rest of Latin America: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 249    Middle East & Africa: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 250    Middle East & Africa: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 251    Middle East & Africa: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 252    Middle East & Africa: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 253    Middle East & Africa: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 254    Middle East & Africa: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 255    Middle East & Africa: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 256    Recent Developments, by Company (2018–2021)
Table 257    Market Influencers in the Global AI in Manufacturing Market (2018–2021)
Table 258    Key Synergic Developments in the AI in Manufacturing Market
Table 259    Recent Developments Towards Enhancing Product Strengths by Major Players in the AI in Manufacturing Market
Table 260    Some of the Recent Key Geographic Expansions by Major Players in the AI in Manufacturing Market

List of Figures

Figure 1        Research Process
Figure 2        Key Secondary Sources
Figure 3        Primary Research Techniques
Figure 4        Key Executives Interviewed
Figure 5        Breakdown of Primary Interviews (Supply-Side & Demand-Side)
Figure 6        Market Sizing and Growth Forecast Approach
Figure 7        Key Insights
Figure 8        Hardware Segment to Dominate the Global AI in Manufacturing Market
(2021–2028)
Figure 9        Machine Learning to Dominate the Global AI in Manufacturing Market
(2021–2028)
Figure 10    Predictive Maintenance & Machinery Inspection Segment Leads
the Global AI in Manufacturing Market (2021–2028)
Figure 11    Automotive Segment Emerged Dominant in the Global AI in Manufacturing Market (2021–2028)
Figure 12    Artificial Intelligence in Manufacturing Market, by Region (2021–2028)
Figure 13    Key Innovators in the AI in Manufacturing Industry
Figure 14    Market Dynamics
Figure 15    Global AI in Manufacturing Market Size, by Component, 2021 Vs. 2028
(USD Million)
Figure 16    Global AI in Manufacturing Market Size, by Technology, 2021 Vs. 2028
(USD Million)
Figure 17    Global AI in Manufacturing Market Size, by Application, 2021–2028 (USD Million)
Figure 18    Advantages of Predictive Maintenance in Manufacturing Industries
Figure 19    Field Services in Manufacturing Industry Applications
Figure 20    Cybersecurity Applications in Manufacturing Industries
Figure 21    Global AI in Manufacturing Market Size, by Vertical, 2021–2028 (USD Million)
Figure 22    Advantages of AI in Automotive Manufacturing Operations
Figure 23    Advantage of AI in Heavy Metals & Machinery Manufacturing Operations
Figure 24    Global AI in Manufacturing Market Size, by Geography, 2021-2028 (USD Million)
Figure 25    Asia-Pacific: Artificial Intelligence Market in Manufacturing Industry Snapshot
Figure 26    North America: AI in Manufacturing Market Snapshot
Figure 27    Europe: AI in Manufacturing Market Snapshot
Figure 28    Latin America: AI Market in Manufacturing Industry Snapshot
Figure 29    Key Growth Strategies Adopted by Leading Players (2018–2021)
Figure 30    Competitive Dashboard: Artificial Intelligence in Manufacturing Market
Figure 31    Vendors’ Market Positioning Analysis (2018–2021)
Figure 32    Alphabet, Inc.: Financial Overview (2020)
Figure 33    IBM Corporation: Financial Overview (2020)
Figure 34    Intel Corporation: Financial Overview (2020)
Figure 35    Microsoft Corporation: Financial Overview (2020)
Figure 36    NVidia Corporation: Financial Overview (2020)
Figure 37    Oracle Corporation: Financial Overview (2020)
Figure 38    Amazon Web Services, Inc.: Financial Overview (2020)
Figure 39    Siemens AG: Financial Overview (2020)
Figure 40    General Electric Company: Financial Overview (2020)
Figure 41    SAP SE: Financial Overview (2020)
Figure 42    Robert Bosch GmbH: Financial Overview (2020)
Figure 43    Cisco Systems, Inc.: Financial Overview (2020)
Figure 44    Rockwell Automation, Inc.: Financial Overview (2020)
Figure 45    Advanced Micro Devices, Inc.: Financial Overview (2020)

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1. Introduction
    1.1.    Market Ecosystem
    1.2.    Currency and Limitations
             1.2.1. Currency
             1.2.2. Limitations
    1.3. Key Stakeholders

2. Research Methodology
    2.1. Research Approach    
    2.2. Data Collection & Validation
             2.2.1. Secondary Research
             2.2.2. Primary Research
    2.3. Market Assessment
             2.3.1. Market Size Estimation
             2.3.2. Bottom-Up Approach
             2.3.3. Top-Down Approach
             2.3.4. Growth Forecast
    2.4. Assumptions for the Study

3. Executive Summary
    3.1. Overview
    3.2. Market Analysis, by Component
    3.3. Market Analysis, by Technology
    3.4. Market Analysis, by Application
    3.5. Market Analysis, by Industry Vertical
    3.6. Market Analysis, by Geography
    3.7. Competitive Analysis    

4. The Impact of Covid-19 On the AI in Manufacturing Market
    4.1. Key Innovations
    4.2. AI Supply Chain in Manufacturing

5. Market Insights
    5.1. Introduction
    5.2. Market Dynamics
             5.2.1. Drivers
                      5.2.1.1. Advent of Industry 4.0
                      5.2.1.2. Increasing Volumes of Complex Datasets
                      5.2.1.3. Rising Adoption of Industrial IoT and Automation
             5.2.2. Restraints
                      5.2.2.1. High Procurement & Operating Costs and A Lack of Infrastructure
             5.2.3. Opportunities
                      5.2.3.1. Growing Scale of Manufacturing Operations in Emerging Economies
                      5.2.3.2. Rising Acceptance of Modern Manufacturing Techniques
                      5.2.3.3. Increasing Deployment of Automation Technologies
             5.2.4. Challenges
                      5.2.4.1. Privacy and Data Protection Concerns
             5.2.5. Trends
                      5.2.5.1. Market Trends
                                  5.2.5.1.1. Increasing Demand for Factory Automation
                      5.2.5.2. Technology Trends
                                  5.2.5.2.1. Rising Adoption of 5G Technology
                                  5.2.5.2.2. Growing Use of Computer Vision in Manufacturing Applications

6. Global Artificial Intelligence in Manufacturing Market, by Component
    6.1. Introduction
    6.2. Hardware
             6.2.1. Processors
             6.2.2. Memory
             6.2.3. Networking
    6.3. Services
             6.3.1. Deployment & Integration
             6.3.2. Support & Maintenance
    6.4. Software
             6.4.1. AI Platforms
             6.4.2. AI Solutions

7. Global Artificial Intelligence in Manufacturing Market, by Technology
    7.1. Introduction
    7.2. Machine Learning (ML)
    7.3. Natural Language Processing (NLP)
    7.4. Computer Vision
    7.5. Speech and Voice Recognition
    7.6. Context-Aware Computing    

8. AI in Manufacturing Market, by Application
    8.1. Introduction
    8.2. Predictive Maintenance & Machinery Inspection
    8.3. Quality Management
    8.4. Robotics & Factory Automation
    8.5. Supply Chain Optimization
    8.6. Material Handling
    8.7. Production Planning
    8.8. Safety Planning
    8.9. Field Services
    8.10. Cybersecurity
    8.11. Energy Management    

9. AI in Manufacturing Market, by Vertical
    9.1. Introduction
    9.2. Automotive
    9.3. Semiconductors & Electronics
    9.4. Aerospace and Defense
    9.5. Heavy Metals & Machine Manufacturing
    9.6. Medical Devices
    9.7. Energy & Power
    9.8. Pharmaceuticals
    9.9. Fast-Moving Consumer Goods    

10. AI in Manufacturing Market, by Geography
      10.1. Introduction
      10.2. Asia-Pacific
              10.2.1. China
              10.2.2. Japan
              10.2.3. South Korea
              10.2.4. India
              10.2.5. Australia & New Zealand
              10.2.6. Thailand
              10.2.7. Indonesia
              10.2.8. Taiwan
              10.2.9. Vietnam
              10.2.10. Rest of Asia-Pacific (RoAPAC)
      10.3. North America
              10.3.1.U.S.
              10.3.2. Canada
      10.4. Europe
              10.4.1. Germany
              10.4.2.U.K.
              10.4.3. Italy
              10.4.4. France
              10.4.5. Spain
              10.4.6. Netherlands
              10.4.7. Russia
              10.4.8. Ireland
              10.4.9. Turkey
              10.4.10. Rest of Europe (RoE)
      10.5. Latin America
              10.5.1. Mexico
              10.5.2. Brazil
              10.5.3. Rest of Latin America (RoLATAM)
      10.6. Middle East & Africa

11. Competitive Landscape
      11.1. Introduction
      11.2. Key Growth Strategies
              11.2.1. Market Influencers
              11.2.2. Synergy Analysis: Major Deals & Strategic Alliances
      11.3. Competitive Dashboard
              11.3.1. Industry Leaders
              11.3.2. Market Differentiators
              11.3.3. Vanguards
              11.3.4. Contemporary Stalwarts
      11.4. Vendor Market Positioning
      11.5. Key Ranking

12. Company Profiles (Business Overview, Financial Overview, Product Portfolio, Strategic Developments)
      12.1. Alphabet, Inc.
      12.2. IBM Corporation
      12.3. Intel Corporation
      12.4. Microsoft Corporation      
      12.5. NVidia Corporation
      12.6. Oracle Corporation
      12.7. Amazon Web Services, Inc. (Amazon.Com, Inc.)
      12.8. Siemens AG
      12.9. General Electric Company
      12.10.SAP SE
      12.11. Robert Bosch GmbH
      12.12. Cisco Systems, Inc.
      12.13. Rockwell Automation, Inc.
      12.14. Advanced Micro Devices, Inc. (AMD)
      12.15. Sight Machine, Inc.

13. Appendix
      13.1. Questionnaire
              13.1.1. Available Customization

List of Tables

Table 1        Global AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 2        Global AI Hardware in Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 3        AI Hardware in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 4        AI Processors in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 5        AI Memory in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 6        AI Networking in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 7        Global AI Services in Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 8        AI Services in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 9        AI Deployment & Integration Services in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 10       AI Support & Maintenance Services in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 11       Global AI Software in Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 12       AI Software in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 13       AI Platforms in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 14       AI Solutions in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 15       Global AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 16       AI in Manufacturing Market Size for Machine Learning, by Country/Region, 2019–2028 (USD Million)
Table 17       AI in Manufacturing Market Size for Natural Language Processing, by Country/Region, 2019–2028 (USD Million)
Table 18       AI in Manufacturing Market Size for Computer Vision, by Country/Region, 2019–2028 (USD Million)
Table 19       AI in Manufacturing Market Size for Speech and Voice Recognition, by Country/Region, 2019–2028 (USD Million)
Table 20       AI in Manufacturing Market Size for Context-Aware Computing, by Country/Region, 2019–2028 (USD Million)
Table 21      Global AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 22      Global AI in Manufacturing Market Size for Predictive Maintenance & Machinery Inspection, by Country/Region, 2019–2028 (USD Million)
Table 23      Global AI in Manufacturing Market Size for Quality Management, by Country/Region, 2019–2028 (USD Million)
Table 24      Global AI in Manufacturing Market Size for Robotics & Factory Automation, by Country/Region, 2019–2028 (USD Million)
Table 25      Global AI in Manufacturing Market Size for Supply Chain Optimization, by Country/Region, 2019–2028 (USD Million)
Table 26      Global AI in Manufacturing Market Size for Material Handling, by Country/Region, 2019–2028 (USD Million)
Table 27     Global AI in Manufacturing Market Size for Production Planning, by Country/Region, 2019–2028 (USD Million)
Table 28     Global AI in Manufacturing Market Size for Safety Planning, by Country/Region, 2019–2028 (USD Million)
Table 29     Global AI in Manufacturing Market Size for Field Services, by Country/Region, 2019–2028 (USD Million)
Table 30     Global AI in Manufacturing Market Size for Cybersecurity, by Country/Region, 2019–2028 (USD Million)
Table 31     Global AI in Manufacturing Market Size for Energy Management, by Country/Region, 2019–2028 (USD Million)
Table 32     Global AI in Manufacturing Market Size, by Vertical, 2019–2028 (USD Million)
Table 33     Global AI Market Size for Automotive Manufacturing, by Country/Region, 2019-2028 (USD Million)
Table 34     Global AI Market Size for Semiconductors & Electronics Manufacturing Industry, by Country/Region, 2019-2028 (USD Million)
Table 35     Global AI Market Size for Aerospace and Defense Manufacturing, by Country/Region, 2019-2028 (USD Million)
Table 36     Global AI Market Size for Heavy Metals & Machine Manufacturing, by Country/Region, 2019-2028 (USD Million)
Table 37     Global AI Market Size for Medical Devices Manufacturing, by Country/Region, 2019-2028 (USD Million)
Table 38     Global AI Market Size for Energy & Power Manufacturing, by Country/Region, 2019-2028 (USD Million)
Table 39     Global AI Market Size for Pharmaceutical Manufacturing, by Country/Region, 2019-2028 (USD Million)
Table 40     Global AI Market Size for Fast-Moving Consumer Goods Manufacturing, by Country/Region, 2019-2028 (USD Million)
Table 41     Global AI in Manufacturing Market, by Country/Region, 2019–2028 (USD Million)
Table 42     Asia-Pacific: AI Market Size in Manufacturing Industry, by Country/Region, 2019–2028 (USD Million)
Table 43     Asia-Pacific: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 44     Asia-Pacific: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 45     Asia-Pacific: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 46     Asia-Pacific: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 47     Asia-Pacific: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 48     Asia-Pacific: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 49     Asia-Pacific: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 50     China: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 51     China: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 52     China: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 53     China: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 54     China: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 55     China: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 56     China: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 57     Japan: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 58     Japan: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 59     Japan: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 60     Japan: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 61     Japan: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 62     Japan: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 63     Japan: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 64     South Korea: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 65     South Korea: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 66     South Korea: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 67     South Korea: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 68     South Korea: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 69     South Korea: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 70     South Korea: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 71     India: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 72     India: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 73     India: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 74     India: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 75     India: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 76     India: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 77     India: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 78     Australia & New Zealand: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 79     Australia & New Zealand: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 80     Australia & New Zealand: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 81     Australia & New Zealand: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 82     Australia & New Zealand: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 83     Australia & New Zealand: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 84     Australia & New Zealand: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 85    Thailand: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 86    Thailand: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 87    Thailand: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 88    Thailand: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 89    Thailand: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 90    Thailand: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 91    Thailand: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 92    Indonesia: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 93    Indonesia: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 94    Indonesia: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 95    Indonesia: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 96    Indonesia: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 97    Indonesia: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 98    Indonesia: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 99    Taiwan: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 100    Taiwan: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 101    Taiwan: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 102    Taiwan: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 103    Taiwan: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 104    Taiwan: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 105    Taiwan: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 106    Vietnam: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 107    Vietnam: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 108    Vietnam: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 109    Vietnam: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 110    Vietnam: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 111    Vietnam: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 112    Vietnam: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 113    Rest of Asia-Pacific: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 114    Rest of Asia-Pacific: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 115    Rest of Asia-Pacific: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 116    Rest of Asia-Pacific: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 117    Rest of Asia-Pacific: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 118    Rest of Asia-Pacific: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 119    Rest of Asia-Pacific: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 120    North America: AI in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 121    North America: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 122    North America: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 123    North America: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 124    North America: AI in Manufacturing Services Market, by Type, 2019–2028 (USD Million)
Table 125    North America: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 126    North America: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 127    North America: AI in Manufacturing Market, by Industry Vertical, 2019–2028 (USD Million)
Table 128    U.S.: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 129    U.S.: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 130    U.S.: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 131    U.S.: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 132    U.S.: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 133    U.S.: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 134    U.S.: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 135    Canada: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 136    Canada: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 137    Canada: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 138    Canada: AI in Manufacturing Services Market, by Type, 2019–2028 (USD Million)
Table 139    Canada: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 140    Canada: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 141    Canada: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 142    Europe: AI in Manufacturing Market Size, by Country/Region, 2019–2028 (USD Million)
Table 143    Europe: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 144    Europe: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 145    Europe: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 146    Europe: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 147    Europe: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 148    Europe: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 149    Europe: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 150    Germany: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 151    Germany: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 152    Germany: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 153    Germany: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 154    Germany: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 155    Germany: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 156    Germany: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 157    U.K.: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 158    U.K.: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 159    U.K.: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 160    U.K.: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 161    U.K.: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 162    U.K.: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 163    U.K.: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 164    Italy: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 165    Italy: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 166    Italy: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 167    Italy: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 168    Italy: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 169    Italy: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 170    Italy: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 171    France: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 172    France: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 173    France: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 174    France: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 175    France: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 176    France: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 177    France: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 178    Spain: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 179    Spain: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 180    Spain: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 181    Spain: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 182    Spain: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 183    Spain: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 184    Spain: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 185    Netherlands: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 186    Netherlands: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 187    Netherlands: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 188    Netherlands: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 189    Netherlands: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 190    Netherlands: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 191    Netherlands: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 192    Russia: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 193    Russia: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 194    Russia: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 195    Russia: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 196    Russia: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 197    Russia: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 198    Russia: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 199    Ireland: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 200    Ireland: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 201    Ireland: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 202    Ireland: AI in Manufacturing Services Market, by Type, 2019–2028 (USD Million)
Table 203    Ireland: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 204    Ireland: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 205    Ireland: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 206    Turkey: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 207    Turkey: AI in Hardware Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 208    Turkey: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 209    Turkey: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 210    Turkey: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
Table 211    Turkey: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 212    Turkey: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 213    Rest of Europe: AI in Manufacturing Market Size, by Component, 2019–2028 (USD Million)
Table 214    Rest of Europe: AI in Hardware Manufacturing Market, by Type, 2019–2028 (USD Million)
Table 215    Rest of Europe: AI in Software Manufacturing Market Size, by Type, 2019–2028 (USD Million)
Table 216    Rest of Europe: AI in Manufacturing Services Market Size, by Type, 2019–2028 (USD Million)
Table 217    Rest of Europe: AI in Manufacturing Market Size, by Technology, 2019–2028 (USD Million)
 Table 218    Rest of Europe: AI in Manufacturing Market Size, by Application, 2019–2028 (USD Million)
Table 219    Rest of Europe: AI in Manufacturing Market Size, by Industry Vertical, 2019–2028 (USD Million)
Table 220    Latin America: AI Market Size in Manufacturing Industry, by Country/Region, 2019–2028 (USD Million)
Table 221    Latin America: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 222    Latin America: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 223    Latin America: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 224    Latin America: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 225    Latin America: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 226    Latin America: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 227    Latin America: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 228    Mexico: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 229    Mexico: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 230    Mexico: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 231    Mexico: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 232    Mexico: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 233    Mexico: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 234    Mexico: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 235    Brazil: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 236    Brazil: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 237    Brazil: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 238    Brazil: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 239    Brazil: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 240    Brazil: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 241    Brazil: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 242    Rest of Latin America: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 243    Rest of Latin America: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 244    Rest of Latin America: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 245    Rest of Latin America: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 246    Rest of Latin America: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 247    Rest of Latin America: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 248    Rest of Latin America: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 249    Middle East & Africa: AI Market Size in Manufacturing Industry, by Component, 2019–2028 (USD Million)
Table 250    Middle East & Africa: AI Hardware Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 251    Middle East & Africa: AI Software Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 252    Middle East & Africa: AI Services Market Size in Manufacturing Industry, by Type, 2019–2028 (USD Million)
Table 253    Middle East & Africa: AI Market Size in Manufacturing Industry, by Technology, 2019–2028 (USD Million)
Table 254    Middle East & Africa: AI Market Size in Manufacturing Industry, by Application, 2019–2028 (USD Million)
Table 255    Middle East & Africa: AI Market Size in Manufacturing Industry, by Industry Vertical, 2019–2028 (USD Million)
Table 256    Recent Developments, by Company (2018–2021)
Table 257    Market Influencers in the Global AI in Manufacturing Market (2018–2021)
Table 258    Key Synergic Developments in the AI in Manufacturing Market
Table 259    Recent Developments Towards Enhancing Product Strengths by Major Players in the AI in Manufacturing Market
Table 260    Some of the Recent Key Geographic Expansions by Major Players in the AI in Manufacturing Market

List of Figures

Figure 1        Research Process
Figure 2        Key Secondary Sources
Figure 3        Primary Research Techniques
Figure 4        Key Executives Interviewed
Figure 5        Breakdown of Primary Interviews (Supply-Side & Demand-Side)
Figure 6        Market Sizing and Growth Forecast Approach
Figure 7        Key Insights
Figure 8        Hardware Segment to Dominate the Global AI in Manufacturing Market
(2021–2028)
Figure 9        Machine Learning to Dominate the Global AI in Manufacturing Market
(2021–2028)
Figure 10    Predictive Maintenance & Machinery Inspection Segment Leads
the Global AI in Manufacturing Market (2021–2028)
Figure 11    Automotive Segment Emerged Dominant in the Global AI in Manufacturing Market (2021–2028)
Figure 12    Artificial Intelligence in Manufacturing Market, by Region (2021–2028)
Figure 13    Key Innovators in the AI in Manufacturing Industry
Figure 14    Market Dynamics
Figure 15    Global AI in Manufacturing Market Size, by Component, 2021 Vs. 2028
(USD Million)
Figure 16    Global AI in Manufacturing Market Size, by Technology, 2021 Vs. 2028
(USD Million)
Figure 17    Global AI in Manufacturing Market Size, by Application, 2021–2028 (USD Million)
Figure 18    Advantages of Predictive Maintenance in Manufacturing Industries
Figure 19    Field Services in Manufacturing Industry Applications
Figure 20    Cybersecurity Applications in Manufacturing Industries
Figure 21    Global AI in Manufacturing Market Size, by Vertical, 2021–2028 (USD Million)
Figure 22    Advantages of AI in Automotive Manufacturing Operations
Figure 23    Advantage of AI in Heavy Metals & Machinery Manufacturing Operations
Figure 24    Global AI in Manufacturing Market Size, by Geography, 2021-2028 (USD Million)
Figure 25    Asia-Pacific: Artificial Intelligence Market in Manufacturing Industry Snapshot
Figure 26    North America: AI in Manufacturing Market Snapshot
Figure 27    Europe: AI in Manufacturing Market Snapshot
Figure 28    Latin America: AI Market in Manufacturing Industry Snapshot
Figure 29    Key Growth Strategies Adopted by Leading Players (2018–2021)
Figure 30    Competitive Dashboard: Artificial Intelligence in Manufacturing Market
Figure 31    Vendors’ Market Positioning Analysis (2018–2021)
Figure 32    Alphabet, Inc.: Financial Overview (2020)
Figure 33    IBM Corporation: Financial Overview (2020)
Figure 34    Intel Corporation: Financial Overview (2020)
Figure 35    Microsoft Corporation: Financial Overview (2020)
Figure 36    NVidia Corporation: Financial Overview (2020)
Figure 37    Oracle Corporation: Financial Overview (2020)
Figure 38    Amazon Web Services, Inc.: Financial Overview (2020)
Figure 39    Siemens AG: Financial Overview (2020)
Figure 40    General Electric Company: Financial Overview (2020)
Figure 41    SAP SE: Financial Overview (2020)
Figure 42    Robert Bosch GmbH: Financial Overview (2020)
Figure 43    Cisco Systems, Inc.: Financial Overview (2020)
Figure 44    Rockwell Automation, Inc.: Financial Overview (2020)
Figure 45    Advanced Micro Devices, Inc.: Financial Overview (2020)

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