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AI in Manufacturing Market
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
Report ID:MRICT - 104281 Pages: 326 Sep-2024 Formats*: PDF Category: Information and Communications Technology Delivery: 2 to 4 HoursThe AI in Manufacturing Market was valued at $9.8 billion in 2023. This market is expected to reach $84.5 billion by 2031 from an estimated $11.8 billion in 2024, at a CAGR of 32.6% during the forecast period 2024-2031.
AI in Manufacturing Market Size & Forecast
Key factors driving the market’s growth include the increasing adoption of smart manufacturing and Industry 4.0 technologies, rising emphasis on predictive maintenance and quality control, and a growing demand for automation and greater efficiency across manufacturing processes. Additionally, the rise in manufacturing activities in emerging economies and the rising utilization of AI in supply chain & logistics management are expected to offer growth opportunities for industry players.
AI in Manufacturing Market Growth Drivers
Increasing Adoption of Smart Manufacturing & Industry 4.0 Technologies
Industry 4.0, also known as the Fourth Industrial Revolution, refers to the integration of advanced technologies such as Artificial Intelligence (AI), the Internet of Things (IoT), cloud computing, and cyber-physical systems into manufacturing processes. Smart manufacturing is a technology-driven approach that utilizes interconnected machines to monitor the production process. It combines advanced technologies, including artificial intelligence, robotics, IoT devices, and digital twins, which optimize manufacturing procedures through automation for minimizing costs and maximizing productivity. Deployments involve embedding sensors into manufacturing machines to enable data collection, self-monitoring, and predictive maintenance to track the status and performance of the manufacturing process, which benefits manufacturers by making the production process efficient, transparent, and flexible. The key applications of Industry 4.0 and smart manufacturing are the use of AI and machine learning algorithms to analyze vast amounts of data generated by connected devices and sensors on the factory floor. This data is used to identify patterns, predict equipment failures, and optimize production processes.
AI helps manufacturers enhance automation, efficiency, and quality control. It also helps monitor the condition of machinery and alert operators when maintenance is required, thereby reducing downtime and increasing productivity. Hence, as manufacturers seek to leverage the benefits of these technologies, they are increasingly adopting AI-powered solutions to gain a competitive edge in the rapidly evolving market. Major players across various industries are investing in AI solutions to support their Industry 4.0 and smart manufacturing initiatives.
Rising Emphasis on Predictive Maintenance & Quality Control
Predictive maintenance and quality control are crucial aspects of modern manufacturing operations that are driving the demand for AI solutions in the industry. Advanced equipment, such as IIoT and robots, generates immense data daily. Therefore, manufacturers rely on AI-based predictive maintenance to ensure minimum downtime and maximum returns on investment from their equipment. Predictive maintenance refers to the practice of monitoring the condition of machinery and equipment to predict when maintenance will be required, while quality control involves ensuring that products meet the required standards and specifications. Predictive maintenance systems gather data to generate insights that reduce downtime by predicting equipment failure. They enable self-monitoring, improve production capacity, help avoid downtime, lower maintenance costs, enhance safety, and report manufacturing issues in real time. Quality control helps ensure that products meet customer expectations and regulatory requirements. It helps companies increase customer satisfaction, reduce product returns and recalls, improve brand reputation, and comply with industry standards and regulations.
Manufacturers are leveraging AI and machine learning algorithms to analyze data from sensors, maintenance logs, and other sources to identify patterns and anomalies that indicate potential failures or degradation, allowing them to minimize disruptions in production and maximize asset utilization by scheduling maintenance activities proactively. Additionally, AI-powered solutions can be used to automate inspection and detect defects by analyzing data from various sources, including images, sensor readings, and production logs. AI systems enable manufacturers to take corrective actions promptly by identifying deviations from quality standards and assisting in root cause analysis. Hence, manufacturers are increasingly turning to AI solutions to gain a competitive edge and optimize their operations, reduce costs, and improve product quality. Major players in the market are focusing on implementing advanced AI-based intelligent solutions to minimize maintenance costs, equipment failure, and downtime.
AI in Manufacturing Market Opportunity
Rising Utilization of AI Across Various Sectors
Operational efficiency is important for optimal business performance. Low efficiency can lead to congested workflows, production, and order fulfillment, especially considering the growing scale of manufacturing operations. AI has emerged as an effective solution for the manufacturing industry due to its benefits, such as enhancing production efficiencies and bringing machine interactions closer to human interactions. AI allows manufacturers to extract & gather data, analyze patterns, and learn & adapt to new environments through machine intelligence, NLP, and computer vision technologies, enhancing production outcomes, improving process effectiveness, minimizing operational costs, and providing superior scalability & product development. For instance, according to an article published by Capgemini SE (France), computer vision allowed General Motors Company to detect more than 70 instances of component failure, preventing massive downtime, as a single minute could have cost the company up to USD 20,000. Furthermore, in 2019, Danone achieved a 30% reduction in lost sales by using machine learning to predict demand and modify its manufacturing strategies accordingly.
AI can enhance and extend human capabilities and help manufacturing companies achieve better outcomes. AI can be integrated with organizations’ existing software to analyze vast volumes of data and, at the same time, customize results. For instance, the BMW Group (Germany) uses AI to evaluate component images from its production line, which allows it to identify deviations from standards in real time. These benefits of AI are expected to create growth opportunities for market players, especially in emerging economies where manufacturing industries largely rely upon conventional techniques and technologies.
AI in Manufacturing Market Trend
Increasing Adoption of Computer Vision & Robotics in Manufacturing
Computer vision refers to technology that allows machines to interpret and process visual data from the surrounding environment, while robotics involves the use of automated machines to perform tasks traditionally done by humans. These technologies enable advanced inspection capabilities, including automated defect detection, predictive maintenance scheduling, and real-time data analysis, and help enhance product quality and compliance. Computer vision tools are used for inspection in several applications, such as assembly verification, part selection, and final inspection & tracking. As the manufacturing industry deals with the large-scale production of goods through the use of heavy-duty machinery, regular supervision & inspection are needed to prevent equipment downtime. Also, manufacturers are increasingly relying on computer vision technology to prevent damage to equipment and machinery, as manually inspecting every machine in a manufacturing plant is time-consuming, expensive, and error-prone. Robotics and automated systems help streamline production, improve efficiency, and reduce human intervention.
Additionally, AI-enabled robotics can be used to predict equipment failures before they occur, thereby minimizing downtime. AI-enabled robotics can also perform repetitive tasks faster and with greater accuracy, handle packaging and sorting, and help increase productivity in manufacturing operations. Manufacturers in the market are adopting these technologies to gain a competitive edge through improved product quality and efficiency.
AI in Manufacturing Market Analysis: Key Findings
By Component: the Hardware Segment to Dominate the Market in 2024
Based on component, the global AI in manufacturing market is segmented into hardware, software, and services segment. In 2024, the hardware segment is projected to dominate the global AI in manufacturing market with a share of 44.6%. This significant share is due to the rising adoption of AI hardware within the manufacturing sector, increased R&D investment in AI hardware development, and stringent regulations aimed at ensuring safe manufacturing practices.
However, the services segment is slated to register the highest compound annual growth rate during the forecast period. This growth is fueled by the rising use of smart manufacturing services and the shortage of skilled professionals.
By Technology: the Machine Learning Segment to Dominate the Market in 2024
Based on technology, the global 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. In 2024, the machine learning segment is projected to dominate the global AI in manufacturing market with a share of 67.7%. This significant share is due to the increasing use of machine learning technology for processing extensive data related to production, equipment, and products, which enhances the efficiency of time-consuming manufacturing processes, including quality control, supply chain management, equipment maintenance, and product design.
However, the natural language processing segment is slated to register the highest compound annual growth rate during the forecast period. This growth is fueled by the rising need for NLP technology to analyze machinery data for failure prediction and prevention, automate the analysis of inspection reports, ensure compliance with safety protocols through real-time monitoring, personalize services based on customer feedback, and optimize manufacturing processes through the evaluation of production data.
By Application: the Predictive Maintenance & Machinery Inspection Segment to Dominate the Market in 2024
Based on application, the global 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. In 2024, the predictive maintenance & machinery inspection segment is projected to dominate the global AI in manufacturing market with a share of 20.6%. This significant share is due to the growing demand for self-monitoring systems, the need to cut costs associated with heavy equipment operation and maintenance, and the increasing requirement for real-time monitoring solutions in manufacturing facilities.
Moreover, the predictive maintenance & machinery inspection segment is slated to register the highest compound annual growth rate during the forecast period.
By End-use Industry: the Automotive Segment to Dominate the Market in 2024
Based on end-use industry, the global 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. In 2024, the automotive segment is projected to dominate the global AI in manufacturing market with a share of 18.0%. This significant share is due to the rapid adoption of AI technologies among automotive manufacturers, a surge in demand for ADAS and autonomous vehicles, and an increasing demand for cars equipped with state-of-the-art safety features.
However, the medical devices segment is slated to register the highest compound annual growth rate during the forecast period. This growth is fueled by the rising demand for cutting-edge healthcare technologies and the need to ensure efficiency and quality in the production of medical devices.
Geographical Analysis
In 2024, Asia-Pacific to Dominate the Market in 2024
In 2024, Asia Pacific is anticipated to account for the largest share of 53.1% of the global AI in manufacturing market, followed by Europe, North America, Latin America, and the Middle East & Africa. The region’s significant market share is due to a surge in demand for automation, industrial robots, and Industry 4.0 technologies in the manufacturing sector, the growing use of cloud-based manufacturing solutions, and the presence of leading market players in Asia-Pacific.
Additionally, Asia-Pacific is slated to register the highest compound annual growth of 34.1% during the forecast period.
AI in Manufacturing Market: Key Companies
The report offers a competitive analysis based on an extensive assessment of the major players’ product portfolios and geographic presence and the key growth strategies adopted by them over the past 3–4 years. The key players operating in this market 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.).
AI in Manufacturing Industry Overview: Latest Developments from Key Industry Players
- In April 2024, SAP SE (France) announced AI advancements in its supply chain solutions to enhance productivity, efficiency, and precision in manufacturing. AI-driven insights from real-time data will help companies use their data to make better decisions across supply chains, streamline product development, and improve manufacturing efficiency.
- In March 2024, Rockwell Automation (U.S.) opened a new Customer Experience Centre (CEC) in Singapore. The Experience Centre showcases the latest innovations in AI, robotics, and virtual reality and will help the region’s manufacturing, mining, and heavy industry sectors to embrace digital transformation.
- In June 2023, Siemens AG (Germany) collaborated with Intrinsic Innovation LLC (U.S.) to accelerate the integration of AI-based robotics and automation technology for automating and operating industrial production.
- In April 2023, Oracle Corporation (U.S.) introduced new AI and automation capabilities to help customers optimize supply chain management. The updates include new planning, usage-based pricing, and rebate management capabilities within Oracle Fusion Cloud Supply Chain & Manufacturing (SCM) and enhanced quote-to-cash processes in Oracle Fusion Applications.
- In April 2023, the Embassy of Things (U.S.), an industrial software provider, launched Generative AI to allow manufacturing and energy companies to train and test predictive maintenance models at the industrial edge.
- In September 2022, NVIDIA Corporation launched a high-precision edge platform, AI NVIDIA IGX, with advanced security and proactive safety features for industries including manufacturing, logistics, and healthcare.
AI in Manufacturing Market Research Summary
|
Particulars |
Details |
|
Number of Pages |
326 |
|
Format |
|
|
Forecast Period |
2024–2031 |
|
Base Year |
2023 |
|
CAGR (Value) |
32.6% |
|
Market Size (Value) |
USD 84.5 Billion by 2031 |
|
Segments Covered |
By Component
By Technology
By Application
By End-use Industry
|
|
Countries Covered |
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), and Middle East & Africa (UAE, Israel, Rest of Middle East & Africa). |
|
Key Companies |
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 AI in manufacturing market report:
The AI in Manufacturing Market refers to the integration of artificial intelligence technologies such as machine learning, computer vision, and predictive analytics into manufacturing processes. These technologies help optimize production, and support smart manufacturing and Industry 4.0 initiatives.
The market was valued at $9.8 billion in 2023 and is projected to reach $84.5 billion by 2031.
The market is expected to grow at a CAGR of 32.6% from 2024 to 2031, with an estimated value of $11.8 billion in 2024.
The AI in Manufacturing Market size is expected to grow from $9.8 billion in 2023 to $84.5 billion by 2031.
Key players include Google LLC, IBM, Intel Corporation, Microsoft Corporation, NVIDIA Corporation, Oracle Corporation, Cisco Systems, Rockwell Automation, Siemens AG, SAP SE, General Electric, Advanced Micro Devices, Robert Bosch GmbH, and Amazon Web Services (AWS).
Major trends include the increasing adoption of Industry 4.0 technologies, the integration of AI with robotics and computer vision for defect detection and predictive maintenance, and the rising focus on automation to improve efficiency, safety, and productivity in manufacturing.
Key drivers include:
- Adoption of smart manufacturing and Industry 4.0 technologies.
- Rising emphasis on predictive maintenance and quality control.
- Growing demand for automation to improve operational efficiency and reduce costs.
- Increased utilization of AI in supply chain and logistics management.
- By Component: Hardware, Software, and Services.
- By Technology: Machine Learning, Natural Language Processing (NLP), Computer Vision, Context-aware Computing, Speech and Voice Recognition, and Machine Reasoning.
- By Application: Predictive Maintenance, Quality Management, Robotics & Factory Automation, Energy Management, Production Planning, Cybersecurity, and Supply Chain Optimization.
The global outlook is highly positive, with the market expected to see significant growth across all regions, especially in Asia-Pacific, which is projected to hold the largest share (53.1%) of the market in 2024, followed by Europe and North America.
The market is projected to grow at a CAGR of 32.6% from 2024 to 2031, driven by increasing adoption of AI-powered solutions and automation technologies in manufacturing.
The AI in Manufacturing Market is projected to grow at a CAGR of 32.6% from 2024 to 2031.
Asia-Pacific holds the highest market share, accounting for 53.1% of the global market in 2024. This is due to the high demand for automation, the adoption of smart manufacturing technologies, and the presence of major market players in the region.
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
List of Tables
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
List of Figures
Figure 1 Market Ecosystem
Figure 2 Key Stakeholders
Figure 3 Research Process
Figure 4 Key Secondary Sources
Figure 5 Primary Research Techniques
Figure 6 Key Executives Interviewed
Figure 7 Breakdown of Primary Interviews (Supply-Side & Demand-Side)
Figure 8 Market Sizing and Growth Forecast Approach
Figure 9 Key Insights
Figure 10 The Hardware Segment to Account for the Largest Market Share in 2024
Figure 11 The Machine Learning Segment to Account for the Largest Market Share in 2024
Figure 12 The Predictive Maintenance & Machinery Inspection Segment to Account for The Largest Market Share in 2024
Figure 13 The Automotive Segment to Account for the Largest Market Share in 2024
Figure 14 Global AI in Manufacturing Market, by Region (2024 Vs. 2031)
Figure 15 Porter’s Five Forces Analysis
Figure 16 Global AI in Manufacturing Market, by Component, 2024 Vs. 2031 (USD Million)
Figure 17 Global AI in Manufacturing Market, by Technology, 2024 Vs. 2031 (USD Million)
Figure 18 Global AI in Manufacturing Market, by Application, 2024 Vs. 2031 (USD Million)
Figure 19 Global AI in Manufacturing Market, by End-Use Industry, 2024 Vs. 2031 (USD Million)
Figure 20 Global AI in Manufacturing Market, by Country/Region, 2024–2031 (USD Million)
Figure 21 Asia-Pacific: AI in Manufacturing Market Snapshot
Figure 22 Europe: AI in Manufacturing Market Snapshot
Figure 23 North America: AI in Manufacturing Market Snapshot
Figure 24 Latin America: AI in Manufacturing Market Snapshot
Figure 25 Middle East & Africa: AI in Manufacturing Market Snapshot
Figure 26 Growth Strategies Adopted by Leading Market Players (2021–2024)
Figure 27 Competitive Benchmarking Analysis (2021–2024)
Figure 28 Competitive Dashboard: AI in Manufacturing Market
Figure 29 International Business Machines Corporation: Financial Overview (2023)
Figure 30 Alphabet Inc.: Financial Overview (2023)
Figure 31 Intel Corporation: Financial Overview (2023)
Figure 32 NVIDIA Corporation: Financial Overview (2023)
Figure 33 Microsoft Corporation: Financial Overview (2023)
Figure 34 Oracle Corporation: Financial Overview (2023)
Figure 35 Cisco Systems, Inc.: Financial Overview (2023)
Figure 36 Rockwell Automation, Inc.: Financial Overview (2023)
Figure 37 Amazon.com, Inc.: Financial Overview (2023)
Figure 38 Siemens AG: Financial Overview (2023)
Figure 39 General Electric Company: Financial Overview (2023)
Figure 40 SAP SE: Financial Overview (2023)
Figure 41 Robert Bosch GmbH: Financial Overview (2023)
Figure 42 Advanced Micro Devices, Inc.: Financial Overview (2023)
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