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.
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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
AI in Manufacturing Market Market, by Technology
AI in Manufacturing Market Market, by Application
AI in Manufacturing Market Market, by Industry Vertical
AI in Manufacturing Market Market, by Geography
Key questions answered in the report:
This report provides pre & post COVID-19 market estimates.
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)
This report provides pre & post COVID-19 market estimates.
This report provides pre & post COVID-19 market estimates.
Published Date: Oct-2022
