AI in Manufacturing Market Size, Share, Forecast, & Trends Analysis by Component, Technology (ML, NLP, Computer Vision), Application (Predictive Maintenance & Machinery Inspection, Cybersecurity, Supply Chain Optimization), End-use Industry, and Geography - Global Forecast to 2031
The research report titled, ‘AI in Manufacturing Market by Component, Technology (ML, NLP, Computer Vision), Application (Predictive Maintenance & Machinery Inspection, Cybersecurity, Supply Chain Optimization), End-use Industry, and Geography —Global Forecast to 2031.’ provides an in-depth analysis of the AI in manufacturing market in five major geographies and emphasizes on the current market trends, size, and share, recent developments, and forecasts till 2031. The AI in manufacturing market is projected to reach $84.5 billion by 2031, at a CAGR of 32.6% from 2024 to 2031.
Artificial Intelligence (AI) in manufacturing refers to the application of AI technologies and techniques to improve various aspects of manufacturing processes. These applications can range from optimizing production schedules to predictive maintenance and quality control. With the advent of Industry 4.0, the manufacturing industry has made significant progress in regard to the adoption of advanced technologies for manufacturing operations and processes. Manufacturing industries are implementing AI-powered intelligent solutions & services to enhance the automation and operational efficiency of organizations. Thus, there is considerable growth in the demand for the adoption of AI in the manufacturing industry for intelligent manufacturing processes that offer decentralized decision-making, optimize logistics & supply chains, enhance production outcomes, advance process effectiveness, and minimize operational costs, enabling an intelligent manufacturing environment.
The growth of the AI in manufacturing market is driven by the rising adoption of Industry 4.0 and smart manufacturing, the growing need for predictive maintenance and quality control, and the increasing demand for automation and operational efficiency. However, a shortage of skilled workforce restrains the growth of this market. Furthermore, the rising number of manufacturing operations in emerging economies and the increasing adoption of AI in supply chain management and logistics are expected to generate growth opportunities for the stakeholders in this market. However, data security and privacy concerns are a major challenge impacting the growth of the AI in manufacturing market. Additionally, the prominent trend in this market is the rising adoption of computer vision & robotics in manufacturing.
The AI in manufacturing market is segmented based on component (hardware [processors, networking, memory], software [AI platforms, AI solutions], and services [deployment & integration, support & maintenance), technology (machine learning (ML), natural language processing (NLP), context-aware computing, computer vision, speech and voice recognition), application (field services, quality management, cybersecurity, robotics & factory automation, predictive maintenance & machinery inspection, material handling, production planning, safety planning, energy management, supply chain optimization), end-use industry (semiconductor & electronics, energy & power, pharmaceuticals, medical devices, automotive, heavy metals & machine manufacturing, fast-moving consumer goods, aerospace and defense, other industries). The study also evaluates industry competitors and analyses the regional and country-level markets.
Based on component, the AI in manufacturing market is segmented into hardware, software, and services segment. The services segment is projected to record the highest CAGR during the forecast period. The growing adoption of smart manufacturing services, growing AI expertise, and growing skilled labor shortage are the major factors promoting the growth of this segment.
Based on technology, the AI in manufacturing market is segmented into machine learning (ML), natural language processing (NLP), context-aware computing, computer vision, speech and voice recognition, and machine reasoning. The natural language processing segment is projected to register the highest CAGR during the forecast period. The growth of this segment is attributed to the increasing demand for NLP technology for analyzing machinery data to predict and prevent failures, automate inspection report analysis, ensure adherence to safety protocols through real-time analysis, enable personalization based on customer feedback analysis, and optimize manufacturing processes by evaluating production data.
Based on application, the AI in manufacturing market is segmented into field services, quality management, cybersecurity, robotics & factory automation, predictive maintenance & machinery inspection, material handling, production planning, safety planning, energy management, and supply chain optimization. The predictive maintenance & machinery inspection segment is projected to register the highest CAGR during the forecast period. The growth of this segment is attributed to the increasing demand for self-monitoring, the increasing need to reduce costs related to operating heavy equipment and maintenance costs and downtime, and the increasing demand for real-time plant monitoring in manufacturing industries.
Based on end-use industry, the AI in manufacturing market is segmented into semiconductor & electronics, energy & power, pharmaceuticals, medical devices, automotive, heavy metals & machine manufacturing, fast-moving consumer goods, aerospace and defense, and other end-use industries. The medical devices segment is expected to register the highest CAGR during the forecast period. The growth of this segment is attributed to the increasing demand for advanced healthcare technologies, regulatory compliance requirements, and the need for improved efficiency and quality in medical device manufacturing processes.
Based on geography, the AI in manufacturing market is segmented into North America, Europe, Asia-Pacific, Latin America, and the Middle East & Africa. The Asia Pacific is expected to register the highest CAGR during the forecast period. The growth of this segment is attributed to the rising demand for automation, the increasing adoption of industrial robots, the advent of Industry 4.0, increasing investments by technology leaders, the growing adoption of cloud-based manufacturing solutions, and the presence of prominent market players in the region.
The key players profiled in the AI in manufacturing market study include Google LLC (A Subsidiary of Alphabet Inc.) (U.S.), International Business Machines Corporation (U.S.), Intel Corporation (U.S.), Microsoft Corporation (U.S.), NVIDIA Corporation (U.S.), Oracle Corporation (U.S.), Cisco Systems, Inc. (U.S.), Rockwell Automation, Inc. (U.S.), Amazon Web Services, Inc. (A Subsidiary of Amazon.com, Inc.) (U.S.), Siemens AG (Germany), General Electric Company (U.S.), SAP SE (Germany), Advanced Micro Devices, Inc. (U.S.), Robert Bosch GmbH (Germany), and Sight Machine Inc. (U.S.).
Key Questions Answered in the Report:
AI in Manufacturing Market Assessment —by Component
Artificial Intelligence (AI) in manufacturing refers to the application of AI technologies and techniques to improve various aspects of manufacturing processes. These applications can range from optimizing production schedules to predictive maintenance and quality control. With the advent of Industry 4.0, the manufacturing industry has made significant progress in regard to the adoption of advanced technologies for manufacturing operations and processes. Manufacturing industries are implementing AI-powered intelligent solutions & services to enhance the automation and operational efficiency of organizations. Thus, there is considerable growth in the demand for the adoption of AI in the manufacturing industry for intelligent manufacturing processes that offer decentralized decision-making, optimize logistics & supply chains, enhance production outcomes, advance process effectiveness, and minimize operational costs, enabling an intelligent manufacturing environment.
The growth of the AI in manufacturing market is driven by the rising adoption of Industry 4.0 and smart manufacturing, the growing need for predictive maintenance and quality control, and the increasing demand for automation and operational efficiency. However, a shortage of skilled workforce restrains the growth of this market. Furthermore, the rising number of manufacturing operations in emerging economies and the increasing adoption of AI in supply chain management and logistics are expected to generate growth opportunities for the stakeholders in this market. However, data security and privacy concerns are a major challenge impacting the growth of the AI in manufacturing market. Additionally, the prominent trend in this market is the rising adoption of computer vision & robotics in manufacturing.
The AI in manufacturing market is segmented based on component (hardware [processors, networking, memory], software [AI platforms, AI solutions], and services [deployment & integration, support & maintenance), technology (machine learning (ML), natural language processing (NLP), context-aware computing, computer vision, speech and voice recognition), application (field services, quality management, cybersecurity, robotics & factory automation, predictive maintenance & machinery inspection, material handling, production planning, safety planning, energy management, supply chain optimization), end-use industry (semiconductor & electronics, energy & power, pharmaceuticals, medical devices, automotive, heavy metals & machine manufacturing, fast-moving consumer goods, aerospace and defense, other industries). The study also evaluates industry competitors and analyses the regional and country-level markets.
Based on component, the AI in manufacturing market is segmented into hardware, software, and services segment. The services segment is projected to record the highest CAGR during the forecast period. The growing adoption of smart manufacturing services, growing AI expertise, and growing skilled labor shortage are the major factors promoting the growth of this segment.
Based on technology, the AI in manufacturing market is segmented into machine learning (ML), natural language processing (NLP), context-aware computing, computer vision, speech and voice recognition, and machine reasoning. The natural language processing segment is projected to register the highest CAGR during the forecast period. The growth of this segment is attributed to the increasing demand for NLP technology for analyzing machinery data to predict and prevent failures, automate inspection report analysis, ensure adherence to safety protocols through real-time analysis, enable personalization based on customer feedback analysis, and optimize manufacturing processes by evaluating production data.
Based on application, the AI in manufacturing market is segmented into field services, quality management, cybersecurity, robotics & factory automation, predictive maintenance & machinery inspection, material handling, production planning, safety planning, energy management, and supply chain optimization. The predictive maintenance & machinery inspection segment is projected to register the highest CAGR during the forecast period. The growth of this segment is attributed to the increasing demand for self-monitoring, the increasing need to reduce costs related to operating heavy equipment and maintenance costs and downtime, and the increasing demand for real-time plant monitoring in manufacturing industries.
Based on end-use industry, the AI in manufacturing market is segmented into semiconductor & electronics, energy & power, pharmaceuticals, medical devices, automotive, heavy metals & machine manufacturing, fast-moving consumer goods, aerospace and defense, and other end-use industries. The medical devices segment is expected to register the highest CAGR during the forecast period. The growth of this segment is attributed to the increasing demand for advanced healthcare technologies, regulatory compliance requirements, and the need for improved efficiency and quality in medical device manufacturing processes.
Based on geography, the AI in manufacturing market is segmented into North America, Europe, Asia-Pacific, Latin America, and the Middle East & Africa. The Asia Pacific is expected to register the highest CAGR during the forecast period. The growth of this segment is attributed to the rising demand for automation, the increasing adoption of industrial robots, the advent of Industry 4.0, increasing investments by technology leaders, the growing adoption of cloud-based manufacturing solutions, and the presence of prominent market players in the region.
The key players profiled in the AI in manufacturing market study include Google LLC (A Subsidiary of Alphabet Inc.) (U.S.), International Business Machines Corporation (U.S.), Intel Corporation (U.S.), Microsoft Corporation (U.S.), NVIDIA Corporation (U.S.), Oracle Corporation (U.S.), Cisco Systems, Inc. (U.S.), Rockwell Automation, Inc. (U.S.), Amazon Web Services, Inc. (A Subsidiary of Amazon.com, Inc.) (U.S.), Siemens AG (Germany), General Electric Company (U.S.), SAP SE (Germany), Advanced Micro Devices, Inc. (U.S.), Robert Bosch GmbH (Germany), and Sight Machine Inc. (U.S.).
Key Questions Answered in the Report:
- Which are the high-growth market segments in terms of component, technology, application, end-use industry, and geography?
- What is the historical market size for AI in manufacturing market across the globe?
- What are the market forecasts and estimates for the period 2024–2031?
- What are the major drivers, restraints, opportunities, and challenges in the AI in manufacturing market?
- Who are the major players in the market, and what are their market shares?
- What is the competitive landscape like for AI in manufacturing market?
- What are the recent developments in the AI in manufacturing market?
- What are the different strategies adopted by the major players in the market?
- What are the key geographic trends, and which are the high-growth countries?
- Who are the local emerging players in the AI in manufacturing market, and how do they compete with other players?
AI in Manufacturing Market Assessment —by Component
- Hardware
- Processors
- Networking
- Memory
- Software
- AI Platforms
- AI Solutions
- Services
- Deployment & Integration
- Support & Maintenance
- Machine Learning (ML)
- Natural Language Processing (NLP)
- Context-Aware Computing
- Computer Vision
- Speech and Voice Recognition
- Field Services
- Quality Management
- Cybersecurity
- Robotics & Factory Automation
- Predictive Maintenance & Machinery Inspection
- Material Handling
- Production Planning
- Safety Planning
- Energy management
- Supply Chain Optimization
- Semiconductor & Electronics
- Energy & Power
- Pharmaceuticals
- Medical Devices
- Automotive
- Heavy Metals & Machine Manufacturing
- Fast-moving Consumer Goods
- Aerospace and Defense
- Other Industries
- 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 & Africa
- UAE
- Israel
- Rest of Middle East & Africa
1. INTRODUCTION
1.1. Market Definition & Scope
1.2. Currency & Limitations
1.2.1. Currency
1.2.2. Limitations
2. RESEARCH METHODOLOGY
2.1. Research Approach
2.2. Data Collection & Validation Process
2.2.1. Secondary Research
2.2.2. Primary Research/Interviews with Key Opinion Leaders of The Industry
2.3. Market Sizing and Forecasting
2.3.1. Market Size Estimation Approach
2.3.2. Growth Forecast Approach
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 End-Use Industry
3.6. Market Analysis, by Geography
3.7. Competitive Analysis
4. MARKET INSIGHTS
4.1. Overview
4.2. Factors Affecting Market Growth
4.2.1. Impact Analysis of Market Dynamics
4.2.2. Rising Adoption of Industry 4.0 Technologies & Smart Manufacturing Driving Market Growth
4.2.3. Growing Need for Predictive Maintenance & Quality Control Driving the Demand for AI Solutions in the Manufacturing Sector
4.2.4. Increasing Demand for Automation & Operational Efficiency Among Manufacturers Supporting Market Growth
4.2.5. Shortage of Skilled Professionals Limiting the Adoption of AI in the Manufacturing Sector
4.2.6. Growing Scale of Manufacturing Operations in Emerging Economies Expected to Generate Growth Opportunities for Market Stakeholders
4.2.7. Increasing Adoption of AI in Supply Chain Management & Logistics Expected to Accelerate Market Expansion
4.2.8. Data Security & Privacy Concerns Expected to Remain a Major Challenge in The AI in Manufacturing Market
4.3. Trends
4.3.1. Increasing Adoption of Computer Vision & Robotics in Manufacturing
4.4. Porter’s Five Forces Analysis
4.4.1. Bargaining Power of Suppliers
4.4.2. Bargaining Power of Buyers
4.4.3. Threat of Substitutes
4.4.4. Threat of New Entrants
4.4.5. Degree of Competition
5. AI IN MANUFACTURING MARKET ASSESSMENT—BY COMPONENT
5.1. Overview
5.2. Hardware
5.2.1. Processors
5.2.2. Network
5.2.3. Memory
5.3. Software
5.3.1. Ai Platforms
5.3.2. Ai Solutions
5.4. Services
5.4.1. Deployment & Integration Services
5.4.2. Support & Maintenance Services
6. AI IN MANUFACTURING MARKET ASSESSMENT—BY TECHNOLOGY
6.1. Overview
6.2. Machine Learning
6.3. Natural Language Processing
6.4. Computer Vision
6.5. Machine Reasoning
6.6. Speech and Voice Recognition
6.7. Context-Aware Computing
7. AI IN MANUFACTURING MARKET ASSESSMENT—BY APPLICATION
7.1. Overview
7.2. Predictive Maintenance & Machinery Inspection
7.3. Quality Management
7.4. Robotics & Factory Automation
7.5. Supply Chain Optimization
7.6. Material Handling
7.7. Production Planning
7.8. Safety Planning
7.9. Field Services
7.10. Cybersecurity
7.11. Energy Management
8. AI IN MANUFACTURING MARKET ASSESSMENT—BY END-USE INDUSTRY
8.1. Overview
8.2. Automotive
8.3. Semiconductor & Electronics
8.4. Heavy Metals & Machine Manufacturing
8.5. Energy & Power
8.6. Aerospace and Defense
8.7. Medical Devices
8.8. Pharmaceuticals
8.9. Fast-Moving Consumer Goods
8.10. Other End-Use Industries
9. AI IN MANUFACTURING MARKET—BY GEOGRAPHY
9.1. Overview
9.2. Asia-Pacific
9.2.1. China
9.2.2. Japan
9.2.3. South Korea
9.2.4. India
9.2.5. Australia & New Zealand
9.2.6. Indonesia
9.2.7. Thailand
9.2.8. Taiwan
9.2.9. Vietnam
9.2.10. Rest of Asia-Pacific
9.3. Europe
9.3.1. Germany
9.3.2. Italy
9.3.3. U.K.
9.3.4. France
9.3.5. Spain
9.3.6. Netherlands
9.3.7. Russia
9.3.8. Turkey
9.3.9. Ireland
9.3.10. Rest of Europe
9.4. North America
9.4.1. U.S.
9.4.2. Canada
9.5. Latin America
9.5.1. Mexico
9.5.2. Brazil
9.5.3. Rest of Latin America
9.6. Middle East & Africa
9.6.1. UAE
9.6.2. Israel
9.6.3. Rest of Middle East & Africa
10. COMPETITION ANALYSIS
10.1. Overview
10.2. Key Growth Strategies
10.3. Competitive Benchmarking
10.4. Competitive Dashboard
10.4.1. Industry Leaders
10.4.2. Market Differentiators
10.4.3. Vanguards
10.4.4. Emerging Companies
10.5. Market Ranking, by Key Players
11. COMPANY PROFILES
11.1. International Business Machines Corporation
11.2. Google LLC (A Subsidiary of Alphabet Inc.)
11.3. Intel Corporation
11.4. NVIDIA Corporation
11.5. Microsoft Corporation
11.6. Oracle Corporation
11.7. Cisco Systems, Inc.
11.8. Rockwell Automation, Inc.
11.9. Amazon Web Services, Inc. (A Subsidiary of Amazon.Com, Inc.)
11.10. Siemens AG
11.11. General Electric Company
11.12. SAP SE
11.13. Robert Bosch GmbH
11.14. Advanced Micro Devices, Inc.
11.15. Sight Machine Inc.
12. APPENDIX
12.1. Available Customization
12.2. Related Reports
Table 1 Currency Conversion Rates (2018–2022)
Table 2 Global AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 3 Global AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 4 Global AI Hardware in Manufacturing Market, by Country/Region, 2022–2031 (USD Million)
Table 5 Global AI Processors Market, by Country/Region, 2022–2031 (USD Million)
Table 6 Global AI Network Market, by Country/Region, 2022–2031 (USD Million)
Table 7 Global AI Memory Market, by Country/Region, 2022–2031 (USD Million)
Table 8 Global AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 9 Global AI Software in Manufacturing Market, by Country/Region, 2022–2031 (USD Million)
Table 10 Global AI Platforms Market, by Country/Region, 2022–2031 (USD Million)
Table 11 Global AI Solutions Market, by Country/Region, 2022–2031 (USD Million)
Table 12 Global AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 13 Global AI Services Market, by Country/Region, 2022–2031 (USD Million)
Table 14 Global Deployment & Integration Services Market, by Country/Region, 2022–2031 (USD Million)
Table 15 Global Support & Maintenance Services Market, by Country/Region, 2022–2031 (USD Million)
Table 16 Global AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 17 Global Machine Learning in Manufacturing Market, by Country/Region, 2022–2031 (USD Million)
Table 18 Global Natural Language Processing in Manufacturing Market, by Country/Region, 2022–2031 (USD Million)
Table 19 Global Computer Vision in Manufacturing Market, by Country/Region, 2022–2031 (USD Million)
Table 20 Global Machine Reasoning in Manufacturing Market, by Country/Region, 2022–2031 (USD Million)
Table 21 Global Speech and Voice Recognition in Manufacturing Market, by Country/Region, 2022–2031 (USD Million)
Table 22 Global Context-Aware Computing in Manufacturing Market, by Country/Region, 2022–2031 (USD Million)
Table 23 Global AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 24 Global AI in Manufacturing Market for Predictive Maintenance & Machinery Inspection, by Country/Region, 2022–2031 (USD Million)
Table 25 Global AI in Manufacturing Market for Quality Management, by Country/Region, 2022–2031 (USD Million)
Table 26 Global AI in Manufacturing Market for Robotics & Factory Automation, by Country/Region, 2022–2031 (USD Million)
Table 27 Global AI in Manufacturing Market for Supply Chain Optimization, by Country/Region, 2022–2031 (USD Million)
Table 28 Global AI in Manufacturing Market for Material Handling, by Country/Region, 2022–2031 (USD Million)
Table 29 Global AI in Manufacturing Market for Production Planning, by Country/Region, 2022–2031 (USD Million)
Table 30 Global AI in Manufacturing Market for Safety Planning, by Country/Region, 2022–2031 (USD Million)
Table 31 Global AI in Manufacturing Market for Field Services, by Country/Region, 2022–2031 (USD Million)
Table 32 Global AI in Manufacturing Market for Cybersecurity, by Country/Region, 2022–2031 (USD Million)
Table 33 Global AI in Manufacturing Market for Energy Management, by Country/Region, 2022–2031 (USD Million)
Table 34 Global AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 35 Global AI in Manufacturing Market for Automotive, by Country/Region, 2022–2031 (USD Million)
Table 36 Global AI in Manufacturing Market for Semiconductor & Electronics, by Country/Region, 2022–2031 (USD Million)
Table 37 Global AI in Manufacturing Market for Heavy Metals & Machine Manufacturing, by Country/Region, 2022–2031 (USD Million)
Table 38 Global AI in Manufacturing Market for Energy & Power, by Country/Region, 2022–2031 (USD Million)
Table 39 Global AI in Manufacturing Market for Aerospace & Defense, by Country/Region, 2022–2031 (USD Million)
Table 40 Global AI in Manufacturing Market for Medical Devices, by Country/Region, 2022–2031 (USD Million)
Table 41 Global AI in Manufacturing Market for Pharmaceuticals, by Country/Region, 2022–2031 (USD Million)
Table 42 Global AI in Manufacturing Market for Fast-Moving Consumer Goods, by Country/Region, 2022–2031 (USD Million)
Table 43 Global AI in Manufacturing Market for Other End-Use Industries, by Country/Region, 2022–2031 (USD Million)
Table 44 Global AI in Manufacturing Market, by Country/Region, 2022–2031 (USD Million)
Table 45 Asia-Pacific: AI in Manufacturing Market, by Country/Region, 2022–2031 (USD Million)
Table 46 Asia-Pacific: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 47 Asia-Pacific: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 48 Asia-Pacific: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 49 Asia-Pacific: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 50 Asia-Pacific: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 51 Asia-Pacific: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 52 Asia-Pacific: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 53 China: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 54 China: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 55 China: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 56 China: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 57 China: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 58 China: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 59 China: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 60 Japan: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 61 Japan: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 62 Japan: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 63 Japan: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 64 Japan: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 65 Japan: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 66 Japan: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 67 South Korea: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 68 South Korea: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 69 South Korea: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 70 South Korea: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 71 South Korea: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 72 South Korea: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 73 South Korea: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 74 India: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 75 India: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 76 India: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 77 India: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 78 India: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 79 India: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 80 India: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 81 Australia & New Zealand: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 82 Australia & New Zealand: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 83 Australia & New Zealand: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 84 Australia & New Zealand: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 85 Australia & New Zealand: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 86 Australia & New Zealand: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 87 Australia & New Zealand: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 88 Indonesia: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 89 Indonesia: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 90 Indonesia: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 91 Indonesia: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 92 Indonesia: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 93 Indonesia: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 94 Indonesia: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 95 Thailand: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 96 Thailand: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 97 Thailand: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 98 Thailand: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 99 Thailand: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 100 Thailand: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 101 Thailand: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 102 Taiwan: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 103 Taiwan: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 104 Taiwan: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 105 Taiwan: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 106 Taiwan: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 107 Taiwan: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 108 Taiwan: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 109 Vietnam: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 110 Vietnam: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 111 Vietnam: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 112 Vietnam: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 113 Vietnam: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 114 Vietnam: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 115 Vietnam: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 116 Rest of Asia-Pacific: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 117 Rest of Asia-Pacific: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 118 Rest of Asia-Pacific: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 119 Rest of Asia-Pacific: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 120 Rest of Asia-Pacific: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 121 Rest of Asia-Pacific: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 122 Rest of Asia-Pacific: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 123 Europe: AI in Manufacturing Market, by Country/Region, 2022–2031 (USD Million)
Table 124 Europe: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 125 Europe: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 126 Europe: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 127 Europe: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 128 Europe: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 129 Europe: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 130 Europe: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 131 Germany: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 132 Germany: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 133 Germany: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 134 Germany: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 135 Germany: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 136 Germany: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 137 Germany: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 138 Italy: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 139 Italy: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 140 Italy: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 141 Italy: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 142 Italy: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 143 Italy: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 144 Italy: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 145 U.K.: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 146 U.K.: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 147 U.K.: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 148 U.K.: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 149 U.K.: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 150 U.K.: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 151 U.K.: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 152 France: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 153 France: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 154 France: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 155 France: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 156 France: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 157 France: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 158 France: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 159 Spain: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 160 Spain: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 161 Spain: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 162 Spain: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 163 Spain: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 164 Spain: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 165 Spain: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 166 Netherlands: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 167 Netherlands: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 168 Netherlands: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 169 Netherlands: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 170 Netherlands: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 171 Netherlands: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 172 Netherlands: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 173 Russia: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 174 Russia: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 175 Russia: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 176 Russia: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 177 Russia: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 178 Russia: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 179 Russia: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 180 Turkey: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 181 Turkey: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 182 Turkey: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 183 Turkey: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 184 Turkey: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 185 Turkey: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 186 Turkey: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 187 Ireland: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 188 Ireland: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 189 Ireland: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 190 Ireland: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 191 Ireland: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 192 Ireland: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 193 Ireland: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 194 Rest of Europe: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 195 Rest of Europe: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 196 Rest of Europe: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 197 Rest of Europe: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 198 Rest of Europe: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 199 Rest of Europe: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 200 Rest of Europe: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 201 North America: AI in Manufacturing Market, by Country, 2022–2031 (USD Million)
Table 202 North America: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 203 North America: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 204 North America: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 205 North America: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 206 North America: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 207 North America: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 208 North America: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 209 U.S.: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 210 U.S.: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 211 U.S.: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 212 U.S.: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 213 U.S.: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 214 U.S.: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 215 U.S.: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 216 Canada: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 217 Canada: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 218 Canada: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 219 Canada: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 220 Canada: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 221 Canada: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 222 Canada: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 223 Latin America: AI in Manufacturing Market, by Country/Region, 2022–2031 (USD Million)
Table 224 Latin America: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 225 Latin America: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 226 Latin America: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 227 Latin America: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 228 Latin America: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 229 Latin America: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 230 Latin America: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 231 Mexico: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 232 Mexico: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 233 Mexico: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 234 Mexico: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 235 Mexico: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 236 Mexico: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 237 Mexico: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 238 Brazil: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 239 Brazil: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 240 Brazil: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 241 Brazil: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 242 Brazil: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 243 Brazil: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 244 Brazil: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 245 Rest of Latin America: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 246 Rest of Latin America: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 247 Rest of Latin America: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 248 Rest of Latin America: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 249 Rest of Latin America: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 250 Rest of Latin America: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 251 Rest of Latin America: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 252 Middle East & Africa: AI in Manufacturing Market, by Country/Region, 2022–2031 (USD Million)
Table 253 Middle East & Africa: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 254 Middle East & Africa: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 255 Middle East & Africa: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 256 Middle East & Africa: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 257 Middle East & Africa: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 258 Middle East & Africa: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 259 Middle East & Africa: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 260 UAE: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 261 UAE: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 262 UAE: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 263 UAE: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 264 UAE: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 265 UAE: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 266 UAE: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 267 Israel: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 268 Israel: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 269 Israel: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 270 Israel: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 271 Israel: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 272 Israel: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 273 Israel: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 274 Rest of Middle East & Africa: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 275 Rest of Middle East & Africa: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 276 Rest of Middle East & Africa: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 277 Rest of Middle East & Africa: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 278 Rest of Middle East & Africa: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 279 Rest of Middle East & Africa: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 280 Rest of Middle East & Africa: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 281 Recent Developments by Major Market Players (2021–2024)
Table 282 Market Ranking, by Key Players
1.1. Market Definition & Scope
1.2. Currency & Limitations
1.2.1. Currency
1.2.2. Limitations
2. RESEARCH METHODOLOGY
2.1. Research Approach
2.2. Data Collection & Validation Process
2.2.1. Secondary Research
2.2.2. Primary Research/Interviews with Key Opinion Leaders of The Industry
2.3. Market Sizing and Forecasting
2.3.1. Market Size Estimation Approach
2.3.2. Growth Forecast Approach
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 End-Use Industry
3.6. Market Analysis, by Geography
3.7. Competitive Analysis
4. MARKET INSIGHTS
4.1. Overview
4.2. Factors Affecting Market Growth
4.2.1. Impact Analysis of Market Dynamics
4.2.2. Rising Adoption of Industry 4.0 Technologies & Smart Manufacturing Driving Market Growth
4.2.3. Growing Need for Predictive Maintenance & Quality Control Driving the Demand for AI Solutions in the Manufacturing Sector
4.2.4. Increasing Demand for Automation & Operational Efficiency Among Manufacturers Supporting Market Growth
4.2.5. Shortage of Skilled Professionals Limiting the Adoption of AI in the Manufacturing Sector
4.2.6. Growing Scale of Manufacturing Operations in Emerging Economies Expected to Generate Growth Opportunities for Market Stakeholders
4.2.7. Increasing Adoption of AI in Supply Chain Management & Logistics Expected to Accelerate Market Expansion
4.2.8. Data Security & Privacy Concerns Expected to Remain a Major Challenge in The AI in Manufacturing Market
4.3. Trends
4.3.1. Increasing Adoption of Computer Vision & Robotics in Manufacturing
4.4. Porter’s Five Forces Analysis
4.4.1. Bargaining Power of Suppliers
4.4.2. Bargaining Power of Buyers
4.4.3. Threat of Substitutes
4.4.4. Threat of New Entrants
4.4.5. Degree of Competition
5. AI IN MANUFACTURING MARKET ASSESSMENT—BY COMPONENT
5.1. Overview
5.2. Hardware
5.2.1. Processors
5.2.2. Network
5.2.3. Memory
5.3. Software
5.3.1. Ai Platforms
5.3.2. Ai Solutions
5.4. Services
5.4.1. Deployment & Integration Services
5.4.2. Support & Maintenance Services
6. AI IN MANUFACTURING MARKET ASSESSMENT—BY TECHNOLOGY
6.1. Overview
6.2. Machine Learning
6.3. Natural Language Processing
6.4. Computer Vision
6.5. Machine Reasoning
6.6. Speech and Voice Recognition
6.7. Context-Aware Computing
7. AI IN MANUFACTURING MARKET ASSESSMENT—BY APPLICATION
7.1. Overview
7.2. Predictive Maintenance & Machinery Inspection
7.3. Quality Management
7.4. Robotics & Factory Automation
7.5. Supply Chain Optimization
7.6. Material Handling
7.7. Production Planning
7.8. Safety Planning
7.9. Field Services
7.10. Cybersecurity
7.11. Energy Management
8. AI IN MANUFACTURING MARKET ASSESSMENT—BY END-USE INDUSTRY
8.1. Overview
8.2. Automotive
8.3. Semiconductor & Electronics
8.4. Heavy Metals & Machine Manufacturing
8.5. Energy & Power
8.6. Aerospace and Defense
8.7. Medical Devices
8.8. Pharmaceuticals
8.9. Fast-Moving Consumer Goods
8.10. Other End-Use Industries
9. AI IN MANUFACTURING MARKET—BY GEOGRAPHY
9.1. Overview
9.2. Asia-Pacific
9.2.1. China
9.2.2. Japan
9.2.3. South Korea
9.2.4. India
9.2.5. Australia & New Zealand
9.2.6. Indonesia
9.2.7. Thailand
9.2.8. Taiwan
9.2.9. Vietnam
9.2.10. Rest of Asia-Pacific
9.3. Europe
9.3.1. Germany
9.3.2. Italy
9.3.3. U.K.
9.3.4. France
9.3.5. Spain
9.3.6. Netherlands
9.3.7. Russia
9.3.8. Turkey
9.3.9. Ireland
9.3.10. Rest of Europe
9.4. North America
9.4.1. U.S.
9.4.2. Canada
9.5. Latin America
9.5.1. Mexico
9.5.2. Brazil
9.5.3. Rest of Latin America
9.6. Middle East & Africa
9.6.1. UAE
9.6.2. Israel
9.6.3. Rest of Middle East & Africa
10. COMPETITION ANALYSIS
10.1. Overview
10.2. Key Growth Strategies
10.3. Competitive Benchmarking
10.4. Competitive Dashboard
10.4.1. Industry Leaders
10.4.2. Market Differentiators
10.4.3. Vanguards
10.4.4. Emerging Companies
10.5. Market Ranking, by Key Players
11. COMPANY PROFILES
11.1. International Business Machines Corporation
11.2. Google LLC (A Subsidiary of Alphabet Inc.)
11.3. Intel Corporation
11.4. NVIDIA Corporation
11.5. Microsoft Corporation
11.6. Oracle Corporation
11.7. Cisco Systems, Inc.
11.8. Rockwell Automation, Inc.
11.9. Amazon Web Services, Inc. (A Subsidiary of Amazon.Com, Inc.)
11.10. Siemens AG
11.11. General Electric Company
11.12. SAP SE
11.13. Robert Bosch GmbH
11.14. Advanced Micro Devices, Inc.
11.15. Sight Machine Inc.
12. APPENDIX
12.1. Available Customization
12.2. Related Reports
Table 1 Currency Conversion Rates (2018–2022)
Table 2 Global AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 3 Global AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 4 Global AI Hardware in Manufacturing Market, by Country/Region, 2022–2031 (USD Million)
Table 5 Global AI Processors Market, by Country/Region, 2022–2031 (USD Million)
Table 6 Global AI Network Market, by Country/Region, 2022–2031 (USD Million)
Table 7 Global AI Memory Market, by Country/Region, 2022–2031 (USD Million)
Table 8 Global AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 9 Global AI Software in Manufacturing Market, by Country/Region, 2022–2031 (USD Million)
Table 10 Global AI Platforms Market, by Country/Region, 2022–2031 (USD Million)
Table 11 Global AI Solutions Market, by Country/Region, 2022–2031 (USD Million)
Table 12 Global AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 13 Global AI Services Market, by Country/Region, 2022–2031 (USD Million)
Table 14 Global Deployment & Integration Services Market, by Country/Region, 2022–2031 (USD Million)
Table 15 Global Support & Maintenance Services Market, by Country/Region, 2022–2031 (USD Million)
Table 16 Global AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 17 Global Machine Learning in Manufacturing Market, by Country/Region, 2022–2031 (USD Million)
Table 18 Global Natural Language Processing in Manufacturing Market, by Country/Region, 2022–2031 (USD Million)
Table 19 Global Computer Vision in Manufacturing Market, by Country/Region, 2022–2031 (USD Million)
Table 20 Global Machine Reasoning in Manufacturing Market, by Country/Region, 2022–2031 (USD Million)
Table 21 Global Speech and Voice Recognition in Manufacturing Market, by Country/Region, 2022–2031 (USD Million)
Table 22 Global Context-Aware Computing in Manufacturing Market, by Country/Region, 2022–2031 (USD Million)
Table 23 Global AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 24 Global AI in Manufacturing Market for Predictive Maintenance & Machinery Inspection, by Country/Region, 2022–2031 (USD Million)
Table 25 Global AI in Manufacturing Market for Quality Management, by Country/Region, 2022–2031 (USD Million)
Table 26 Global AI in Manufacturing Market for Robotics & Factory Automation, by Country/Region, 2022–2031 (USD Million)
Table 27 Global AI in Manufacturing Market for Supply Chain Optimization, by Country/Region, 2022–2031 (USD Million)
Table 28 Global AI in Manufacturing Market for Material Handling, by Country/Region, 2022–2031 (USD Million)
Table 29 Global AI in Manufacturing Market for Production Planning, by Country/Region, 2022–2031 (USD Million)
Table 30 Global AI in Manufacturing Market for Safety Planning, by Country/Region, 2022–2031 (USD Million)
Table 31 Global AI in Manufacturing Market for Field Services, by Country/Region, 2022–2031 (USD Million)
Table 32 Global AI in Manufacturing Market for Cybersecurity, by Country/Region, 2022–2031 (USD Million)
Table 33 Global AI in Manufacturing Market for Energy Management, by Country/Region, 2022–2031 (USD Million)
Table 34 Global AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 35 Global AI in Manufacturing Market for Automotive, by Country/Region, 2022–2031 (USD Million)
Table 36 Global AI in Manufacturing Market for Semiconductor & Electronics, by Country/Region, 2022–2031 (USD Million)
Table 37 Global AI in Manufacturing Market for Heavy Metals & Machine Manufacturing, by Country/Region, 2022–2031 (USD Million)
Table 38 Global AI in Manufacturing Market for Energy & Power, by Country/Region, 2022–2031 (USD Million)
Table 39 Global AI in Manufacturing Market for Aerospace & Defense, by Country/Region, 2022–2031 (USD Million)
Table 40 Global AI in Manufacturing Market for Medical Devices, by Country/Region, 2022–2031 (USD Million)
Table 41 Global AI in Manufacturing Market for Pharmaceuticals, by Country/Region, 2022–2031 (USD Million)
Table 42 Global AI in Manufacturing Market for Fast-Moving Consumer Goods, by Country/Region, 2022–2031 (USD Million)
Table 43 Global AI in Manufacturing Market for Other End-Use Industries, by Country/Region, 2022–2031 (USD Million)
Table 44 Global AI in Manufacturing Market, by Country/Region, 2022–2031 (USD Million)
Table 45 Asia-Pacific: AI in Manufacturing Market, by Country/Region, 2022–2031 (USD Million)
Table 46 Asia-Pacific: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 47 Asia-Pacific: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 48 Asia-Pacific: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 49 Asia-Pacific: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 50 Asia-Pacific: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 51 Asia-Pacific: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 52 Asia-Pacific: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 53 China: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 54 China: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 55 China: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 56 China: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 57 China: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 58 China: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 59 China: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 60 Japan: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 61 Japan: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 62 Japan: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 63 Japan: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 64 Japan: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 65 Japan: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 66 Japan: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 67 South Korea: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 68 South Korea: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 69 South Korea: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 70 South Korea: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 71 South Korea: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 72 South Korea: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 73 South Korea: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 74 India: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 75 India: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 76 India: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 77 India: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 78 India: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 79 India: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 80 India: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 81 Australia & New Zealand: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 82 Australia & New Zealand: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 83 Australia & New Zealand: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 84 Australia & New Zealand: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 85 Australia & New Zealand: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 86 Australia & New Zealand: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 87 Australia & New Zealand: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 88 Indonesia: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 89 Indonesia: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 90 Indonesia: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 91 Indonesia: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 92 Indonesia: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 93 Indonesia: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 94 Indonesia: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 95 Thailand: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 96 Thailand: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 97 Thailand: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 98 Thailand: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 99 Thailand: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 100 Thailand: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 101 Thailand: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 102 Taiwan: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 103 Taiwan: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 104 Taiwan: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 105 Taiwan: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 106 Taiwan: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 107 Taiwan: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 108 Taiwan: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 109 Vietnam: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 110 Vietnam: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 111 Vietnam: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 112 Vietnam: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 113 Vietnam: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 114 Vietnam: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 115 Vietnam: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 116 Rest of Asia-Pacific: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 117 Rest of Asia-Pacific: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 118 Rest of Asia-Pacific: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 119 Rest of Asia-Pacific: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 120 Rest of Asia-Pacific: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 121 Rest of Asia-Pacific: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 122 Rest of Asia-Pacific: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 123 Europe: AI in Manufacturing Market, by Country/Region, 2022–2031 (USD Million)
Table 124 Europe: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 125 Europe: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 126 Europe: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 127 Europe: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 128 Europe: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 129 Europe: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 130 Europe: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 131 Germany: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 132 Germany: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 133 Germany: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 134 Germany: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 135 Germany: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 136 Germany: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 137 Germany: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 138 Italy: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 139 Italy: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 140 Italy: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 141 Italy: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 142 Italy: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 143 Italy: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 144 Italy: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 145 U.K.: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 146 U.K.: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 147 U.K.: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 148 U.K.: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 149 U.K.: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 150 U.K.: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 151 U.K.: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 152 France: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 153 France: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 154 France: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 155 France: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 156 France: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 157 France: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 158 France: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 159 Spain: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 160 Spain: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 161 Spain: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 162 Spain: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 163 Spain: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 164 Spain: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 165 Spain: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 166 Netherlands: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 167 Netherlands: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 168 Netherlands: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 169 Netherlands: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 170 Netherlands: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 171 Netherlands: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 172 Netherlands: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 173 Russia: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 174 Russia: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 175 Russia: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 176 Russia: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 177 Russia: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 178 Russia: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 179 Russia: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 180 Turkey: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 181 Turkey: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 182 Turkey: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 183 Turkey: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 184 Turkey: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 185 Turkey: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 186 Turkey: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 187 Ireland: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 188 Ireland: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 189 Ireland: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 190 Ireland: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 191 Ireland: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 192 Ireland: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 193 Ireland: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 194 Rest of Europe: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 195 Rest of Europe: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 196 Rest of Europe: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 197 Rest of Europe: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 198 Rest of Europe: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 199 Rest of Europe: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 200 Rest of Europe: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 201 North America: AI in Manufacturing Market, by Country, 2022–2031 (USD Million)
Table 202 North America: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 203 North America: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 204 North America: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 205 North America: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 206 North America: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 207 North America: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 208 North America: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 209 U.S.: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 210 U.S.: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 211 U.S.: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 212 U.S.: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 213 U.S.: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 214 U.S.: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 215 U.S.: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 216 Canada: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 217 Canada: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 218 Canada: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 219 Canada: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 220 Canada: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 221 Canada: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 222 Canada: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 223 Latin America: AI in Manufacturing Market, by Country/Region, 2022–2031 (USD Million)
Table 224 Latin America: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 225 Latin America: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 226 Latin America: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 227 Latin America: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 228 Latin America: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 229 Latin America: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 230 Latin America: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 231 Mexico: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 232 Mexico: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 233 Mexico: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 234 Mexico: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 235 Mexico: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 236 Mexico: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 237 Mexico: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 238 Brazil: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 239 Brazil: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 240 Brazil: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 241 Brazil: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 242 Brazil: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 243 Brazil: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 244 Brazil: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 245 Rest of Latin America: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 246 Rest of Latin America: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 247 Rest of Latin America: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 248 Rest of Latin America: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 249 Rest of Latin America: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 250 Rest of Latin America: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 251 Rest of Latin America: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 252 Middle East & Africa: AI in Manufacturing Market, by Country/Region, 2022–2031 (USD Million)
Table 253 Middle East & Africa: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 254 Middle East & Africa: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 255 Middle East & Africa: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 256 Middle East & Africa: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 257 Middle East & Africa: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 258 Middle East & Africa: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 259 Middle East & Africa: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 260 UAE: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 261 UAE: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 262 UAE: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 263 UAE: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 264 UAE: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 265 UAE: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 266 UAE: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 267 Israel: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 268 Israel: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 269 Israel: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 270 Israel: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 271 Israel: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 272 Israel: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 273 Israel: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 274 Rest of Middle East & Africa: AI in Manufacturing Market, by Component, 2022–2031 (USD Million)
Table 275 Rest of Middle East & Africa: AI Hardware in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 276 Rest of Middle East & Africa: AI Software in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 277 Rest of Middle East & Africa: AI Services in Manufacturing Market, by Type, 2022–2031 (USD Million)
Table 278 Rest of Middle East & Africa: AI in Manufacturing Market, by Technology, 2022–2031 (USD Million)
Table 279 Rest of Middle East & Africa: AI in Manufacturing Market, by Application, 2022–2031 (USD Million)
Table 280 Rest of Middle East & Africa: AI in Manufacturing Market, by End-Use Industry, 2022–2031 (USD Million)
Table 281 Recent Developments by Major Market Players (2021–2024)
Table 282 Market Ranking, by Key Players
