Artificial Intelligence Market in the Industrial Sector Analysis North America, APAC, Europe, Middle East and Africa, South America - US, Saudi Arabia, China, Germany, UK - Size and Forecast 2024-2028

Published: Mar 2024 Pages: 187 SKU: IRTNTR70661

Artificial Intelligence Market in the Industrial Sector Forecast 2024-2028

The artificial intelligence market in the industrial sector size is forecast to increase by USD 29.29 billion, at a CAGR of 38.86% between 2023 and 2028. The market's growth hinges on numerous factors, with significant contributions from the burgeoning adoption of digital twin technology across industries. This trend is complemented by the continuous evolution of industrial IoT and the seamless integration of big data, fostering a data-driven approach in various sectors. Additionally, the increasing demand for predictive maintenance solutions is reshaping industrial practices and enhancing operational efficiencies. These trends collectively underscore the pivotal role of advanced technologies in shaping the market landscape, driving innovation, and enabling businesses to make data-informed decisions for sustainable growth and competitive advantage in today's dynamic business environment. Our report examines historic data from 2018 - 2022, besides analyzing the current and forecasts market scenario.

Moreover, the market in North America is fuelled by the reshoring of manufacturing from overseas back to the US and Mexico. Alphabet Inc. offers AI through Google Cloud to provide organizations with the best infrastructure, platform, industry solutions, and expertise to enable them to use new digital technologies and information to transform their businesses. Amazon.com Inc. offers artificial intelligence services such as SageMaker and Rekognition for industrial sectors, enabling tasks such as predictive maintenance and quality control through machine learning and image analysis.

Market Forecasting and Size

Market  Forecast 2024-2028

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Market Dynamic

The market is driven by several key factors. Big Data and machine learning technologies enable organizations to analyze vast amounts of data for actionable insights. The Internet of Things (IoT) integration with AI enhances operational efficiency through real-time monitoring and optimization. Natural Language Processing (NLP) and speech processing technologies improve communication and decision-making processes. Robotics and computer vision systems are revolutionizing industrial automation. However, challenges such as data privacy concerns, AI bias, and the complexity of integrating artificial intelligence with existing systems remain significant hurdles for widespread adoption in the industrial sector. Our researchers studied the market research and growth data for years, with 2023 as the base year and 2024 as the estimated year, and presented the key drivers, trends, and challenges for the market.

Key Market Driver - Digital twin technology gaining traction in industries

Digital twin technology, which generates virtual replicas of physical assets or processes, is gaining popularity in the industrial sector.  In addition, artificial intelligence-powered digital twins leverage real-time data and simulation capabilities to model and optimize industrial systems, predict behavior, and enable better decision-making and performance optimization. Furthermore, digital twins facilitate product development and innovation by providing insights into product performance, behavior, and usage.

Moreover, artificial intelligence algorithms analyze data from digital twins to identify opportunities for product optimization, customization, and innovation. In addition, by simulating product designs and testing different configurations virtually, companies can accelerate the development process, reduce costs, and bring new products to market faster. In the automotive industry, digital twins are employed to simulate and optimize vehicle designs before physical prototypes are built. Furthermore, automotive OEMs create digital twins of vehicle models, components, and systems to assess their performance, functionality, and manufacturing feasibility. Hence, such factors are driving the market during the forecast period.

Significant Market Trends - Emergence of IIoT

The development of IIoT and technological improvements will fuel the adoption of artificial intelligence in the industrial sector. In addition, the high demand and use of smart devices, wireless, and cloud technology will influence the future of industrial robots, such as collaborative robots, in terms of the range of utility and mode of operation.

Moreover, with rising competition, vendors are offering attractive options, such as services and control modules, through smart devices and Wi-Fi technology for controlling equipment from remote locations. In addition, these devices offer flexibility in use and have a user-friendly graphical user interface (GUI). Furthermore, they allow a single human operator to guide and control various operations simultaneously. Hence, such factors are driving the market during the forecast period.

Major Market Challenge - Privacy and security issues

AI software processes huge volumes of data that are extracted using different software applications. In addition, as the data collected is highly sensitive, data ownership, sharing, and security are of high importance. Furthermore, this implies that it is essential that market vendors incorporate proper authorization techniques to ensure that the privacy and security of the information that is uploaded remain intact.

Moreover, industrial artificial intelligence systems are susceptible to cybersecurity threats such as data breaches, ransomware attacks, and malware installations. In addition, attackers may exploit vulnerabilities in AI algorithms, data pipelines, or communication networks either to gain unauthorized access to industrial systems or to disrupt their operations. Furthermore, industrial AI systems may be subject to industry-specific regulations and standards that govern data privacy, cybersecurity, and product safety. Hence, such factors are hindering the market during the forecast period.

Market Segmentation by Application, End-user and Geography

The market is experiencing rapid growth and innovation, driven by key technologies such as Big Data, the Internet of Things (IoT), machine learning, natural language processing (NLP), speech processing, generative AI, robotics, and computer vision. These technologies are revolutionizing various aspects of industrial operations, including planning, scheduling & optimization, technology and communication, and real-time monitoring. AI is extensively used for quality control, supply chain optimization, intelligent robotics, and big data analytics in industrial settings. Advanced AI models like ChatGPT and AI art generators are contributing to content creation and creative processes. Techniques such as Federated Learning and Explainable AI are enhancing decision-making processes, while Edge AI is bringing intelligence to the edge of networks, enabling faster and more efficient operations. The integration of AI in the Industrial Sector is driving significant advancements in automation, efficiency, and innovation, making businesses more competitive and capable of addressing complex challenges in today's dynamic market landscape.

Application Segment Analysis:

The remote monitoring and predictive maintenance segment is estimated to witness significant growth during the forecast period. Remote monitoring leverages AI to enable safer working environments in industrial facilities by facilitating operators to monitor hazardous conditions or potentially dangerous equipment from a distance. In addition, this reduces the need for personnel to be physically present in high-risk areas, mitigating safety hazards and minimizing the risk of accidents or injuries.

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The remote monitoring and predictive maintenance segment was the largest segment and was valued at USD 472.80 million in 2018. Moreover, AI-powered remote monitoring systems enable the real-time monitoring of equipment, processes, and facilities from any location. In addition, this allows operators to identify issues promptly, assess performance, and make informed decisions without the need to be present physically. Furthermore, it is expected that more manufacturers will adopt AI solutions for the efficient prediction and prevention of machine failure, using machine log data from multiple sources, which, in turn, will help reduce maintenance costs. Hence, such factors are fuelling the growth of this segment which in turn drives the market during the forecast period.

End-user Segment Analysis:

Based on the end-user, the market has been segmented into process industries and discrete industries. The process industries segment will account for the largest share of this segment. One of the main process industries is the oil and gas and power sectors are expected to see a surge in the adoption of AI for the management of the supply chain, design team, production, and quality control while ensuring minimal environmental impact. In addition, players in these sectors are increasingly adopting technologies that can ensure a sustainable energy ecosystem with an appropriate mix of renewable energy sources and fossil fuels. Moreover,  the AI software uses predictive algorithms to ensure that players in these sectors can conduct demand management by using data from solar panel sensors and wind turbines, along with atmospheric data to improve equipment efficiency and forecasting. Furthermore, AI algorithms analyze seismic data to identify potential drilling locations more accurately and efficiently, reducing exploration costs and risks. Hence, such factors are fuelling the growth of this segment which in turn drives the market during the forecast period.

Regional Analysis

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North America is estimated to contribute 37% to the growth by 2028.  Technavio's analysts have provided extensive insight into the market forecasting, detailing the regional trends and drivers influencing the market's trajectory throughout the forecast period. The growth of the market in North America has been sluggish, and the key reasons are that the goods manufactured in the US have always been more expensive for the foreign market due to the strong currency rates, along with the presence of major cutbacks in the energy sector. In addition, the market in North America is expected to gain traction as the reshoring of manufacturing from overseas back to the US and Mexico is expected to take place in the coming years. Moreover, another factor that will drive the market is the increased propensity of manufacturers in other markets to establish smart factories in North America to ensure that they are closer to the end-user market and can undertake better customization of products as per end-user preferences. Furthermore, the automotive industry is stabilizing in the US, and automotive OEMs are focusing on integrating new features in their EVs, which is increasing the demand for AI. Hence, such factors are driving the market in North America during the forecast period.

Who are the Major Market Companies?

Companies are implementing various strategies, such as strategic alliances, partnerships, mergers and acquisitions, geographical expansion, and product/service launches, to enhance their presence in the market.

H2O.ai Inc: The company offers Artificial Intelligence to various industries such as Human System Interaction, Knowledge Management and Big Data, Computer Vision, Machine Learning, and others.

We also have detailed analyses of the market’s competitive landscape and offer information on 20 market companies, including:

Aquant, Automation Anywhere Inc., FANUC Corp., Intel Corp., International Business Machines Corp., Landing AI, Micron Technology Inc., Microsoft Corp., Mitsubishi Electric Corp., NVIDIA Corp., Oracle Corp., Rockwell Automation Inc., SAP SE, Siemens AG, Sight Machine, Wipro Ltd., and General Electric Co. 

Technavio market forecast the an in-depth analysis of the market and its players through combined qualitative and quantitative data. The analysis classifies companies into categories based on their business approaches, including pure-play, category-focused, industry-focused, and diversified. Companies are specially categorized into dominant, leading, strong, tentative, and weak, based on their quantitative data analysis.  

Segment Overview

The market analysis and report forecasts market growth by revenue at global, regional & country levels and provides a market growth analysis of the latest trends and growth opportunities from 2018 to 2028. 

  • Application Outlook
    • Remote monitoring and predictive maintenance
    • Supply chain management
    • Production planning
    • Quality control
    • Others
  • End-user Outlook 
    • Process industries
    • Discrete industries
  • Region Outlook 
    • North America
      • The U.S.
      • Canada
    • Europe
      • U.K.
      • Germany
      • France
      • Rest of Europe
    • APAC
      • China
      • India
    • South America
      • Chile
      • Argentina
      • Brazil
    • Middle East & Africa
      • Saudi Arabia
      • South Africa
      • Rest of the Middle East & Africa

Market Analyst Overview

The market is experiencing a transformative wave driven by Artificial Intelligence (AI), the Internet of Things (IoT), and advanced technologies like Natural Language Processing (NLP), Robotics, and Generative AI. These innovations are optimizing operations in planning, scheduling & optimization, transportation, logistics, healthcare, and financial services. Intelligent systems such as virtual assistants, deep learning, and recommendation systems are enhancing productivity and decision-making. Companies are leveraging big data analytics and cutting-edge AI algorithms for supply chain optimization, energy management, and autonomous vehicles. AI art generators and content creation tools are reshaping creative industries, while Federated Learning and Explainable AI are driving advancements in AI governance and ethical AI practices. The sector also witnesses innovations in Edge AI, cybersecurity, and real-time monitoring, reinforcing the importance of AI-driven decision-making, quality control, and machine learning techniques.

Moreover, industry-wide collaborations for data sharing and adherence to digital data standards are fostering exponential growth and industry-wide standards in AI adoption, making AI a cornerstone of future industrial advancements. The market is witnessing a profound transformation driven by Artificial Intelligence (AI). Speech processing, technology and communication, and transportation and logistics are being revolutionized by AI-powered solutions. In travel and hospitality, AI is enhancing customer experiences through personalized recommendations and efficient operations. Search algorithms and ad tech networks are leveraging AI for targeted advertising and improved user engagement. Advanced technologies from companies like Advanced Micro Devices are powering industrial machines, smart machines, and intelligent robotics. AI-driven guided systems and human-machine interfaces are optimizing processes in packaging, food processing, mining, and semiconductor manufacturing. The proliferation of IoT devices and advancements in AI algorithms are enabling process optimization and cost-efficiency improvements. Tools like ChatGPT are aiding in content generation and enhancing communication.

Market Scope

Report Coverage

Details

Page number

187

Base year

2023

Historic period

2018-2022

Forecast period

2024-2028

Growth momentum & CAGR

Accelerate at a CAGR of 38.86%

Market Growth 2024-2028

USD 29.29 billion

Market structure

Fragmented

YoY growth 2023-2024(%)

35.89

Regional analysis

North America, APAC, Europe, Middle East and Africa, and South America

Performing market contribution

North America at 37%

Key countries

US, Saudi Arabia, China, Germany, and UK

Competitive landscape

Leading Companies, Market Positioning of Companies, Competitive Strategies, and Industry Risks

Key companies profiled

Alphabet Inc., Amazon.com Inc., Aquant, Automation Anywhere Inc., FANUC Corp., H2O.ai Inc., Intel Corp., International Business Machines Corp., Landing AI, Micron Technology Inc., Microsoft Corp., Mitsubishi Electric Corp., NVIDIA Corp., Oracle Corp., Rockwell Automation Inc., SAP SE, Siemens AG, Sight Machine, Wipro Ltd., and General Electric Co.

Market dynamics

Parent market analysis, Market growth inducers and obstacles, Fast-growing and slow-growing segment analysis, COVID-19 impact and recovery analysis and future consumer dynamics, and Market condition analysis for the forecast period.

Customization purview

If our report has not included the data that you are looking for, you can reach out to our analysts and get segments customized.

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What are the Key Data Covered in this Market Research Report?

  • CAGR of the market during the forecast period
  • Detailed information on factors that will drive the growth of the market between 2023 and 2028
  • Precise estimation of the market growth and trends and its contribution to the market in focus on the parent market
  • Accurate predictions about upcoming market trends and analysis and changes in consumer behavior
  • Market growth and forecasting across North America, APAC, Europe, Middle East and Africa, and South America
  • A thorough market analysis and report of the market’s competitive landscape and detailed information about companies
  • Comprehensive market report analysis of factors that will challenge the growth of market  companies

We can help! Our analysts can customize this market research report to meet your requirements. Get in touch

1 Executive Summary

  • 1.1 Market overview
    • Exhibit 01: Executive Summary – Chart on Market Overview
    • Exhibit 02: Executive Summary – Data Table on Market Overview
    • Exhibit 03: Executive Summary – Chart on Global Market Characteristics
    • Exhibit 04: Executive Summary – Chart on Market by Geography
    • Exhibit 05: Executive Summary – Chart on Market Segmentation by Application
    • Exhibit 06: Executive Summary – Chart on Market Segmentation by End-user
    • Exhibit 07: Executive Summary – Chart on Incremental Growth
    • Exhibit 08: Executive Summary – Data Table on Incremental Growth
    • Exhibit 09: Executive Summary – Chart on Vendor Market Positioning

2 Market Landscape

  • 2.1 Market ecosystem
    • Exhibit 10: Parent market
    • Exhibit 11: Market Characteristics

3 Market Sizing

  • 3.1 Market definition
    • Exhibit 12: Offerings of vendors included in the market definition
  • 3.2 Market segment analysis
    • Exhibit 13: Market segments
  • 3.3 Market size 2023
    • 3.4 Market outlook: Forecast for 2023-2028
      • Exhibit 14: Chart on Global - Market size and forecast 2023-2028 ($ million)
      • Exhibit 15: Data Table on Global - Market size and forecast 2023-2028 ($ million)
      • Exhibit 16: Chart on Global Market: Year-over-year growth 2023-2028 (%)
      • Exhibit 17: Data Table on Global Market: Year-over-year growth 2023-2028 (%)

    4 Historic Market Size

    • 4.1 Global artificial intelligence market in the industrial sector 2018 - 2022
      • Exhibit 18: Historic Market Size – Data Table on global artificial intelligence market in the industrial sector 2018 - 2022 ($ million)
    • 4.2 Application Segment Analysis 2018 - 2022
      • Exhibit 19: Historic Market Size – Application Segment 2018 - 2022 ($ million)
    • 4.3 End-user Segment Analysis 2018 - 2022
      • Exhibit 20: Historic Market Size – End-user Segment 2018 - 2022 ($ million)
    • 4.4 Geography Segment Analysis 2018 - 2022
      • Exhibit 21: Historic Market Size – Geography Segment 2018 - 2022 ($ million)
    • 4.5 Country Segment Analysis 2018 - 2022
      • Exhibit 22: Historic Market Size – Country Segment 2018 - 2022 ($ million)

    5 Five Forces Analysis

    • 5.1 Five forces summary
      • Exhibit 23: Five forces analysis - Comparison between 2023 and 2028
    • 5.2 Bargaining power of buyers
      • Exhibit 24: Chart on Bargaining power of buyers – Impact of key factors 2023 and 2028
    • 5.3 Bargaining power of suppliers
      • Exhibit 25: Bargaining power of suppliers – Impact of key factors in 2023 and 2028
    • 5.4 Threat of new entrants
      • Exhibit 26: Threat of new entrants – Impact of key factors in 2023 and 2028
    • 5.5 Threat of substitutes
      • Exhibit 27: Threat of substitutes – Impact of key factors in 2023 and 2028
    • 5.6 Threat of rivalry
      • Exhibit 28: Threat of rivalry – Impact of key factors in 2023 and 2028
    • 5.7 Market condition
      • Exhibit 29: Chart on Market condition - Five forces 2023 and 2028

    6 Market Segmentation by Application

    • 6.1 Market segments
      • Exhibit 30: Chart on Application - Market share 2023-2028 (%)
      • Exhibit 31: Data Table on Application - Market share 2023-2028 (%)
    • 6.2 Comparison by Application
      • Exhibit 32: Chart on Comparison by Application
      • Exhibit 33: Data Table on Comparison by Application
    • 6.3 Remote monitoring and predictive maintenance - Market size and forecast 2023-2028
      • Exhibit 34: Chart on Remote monitoring and predictive maintenance - Market size and forecast 2023-2028 ($ million)
      • Exhibit 35: Data Table on Remote monitoring and predictive maintenance - Market size and forecast 2023-2028 ($ million)
      • Exhibit 36: Chart on Remote monitoring and predictive maintenance - Year-over-year growth 2023-2028 (%)
      • Exhibit 37: Data Table on Remote monitoring and predictive maintenance - Year-over-year growth 2023-2028 (%)
    • 6.4 Supply chain management - Market size and forecast 2023-2028
      • Exhibit 38: Chart on Supply chain management - Market size and forecast 2023-2028 ($ million)
      • Exhibit 39: Data Table on Supply chain management - Market size and forecast 2023-2028 ($ million)
      • Exhibit 40: Chart on Supply chain management - Year-over-year growth 2023-2028 (%)
      • Exhibit 41: Data Table on Supply chain management - Year-over-year growth 2023-2028 (%)
    • 6.5 Production planning - Market size and forecast 2023-2028
      • Exhibit 42: Chart on Production planning - Market size and forecast 2023-2028 ($ million)
      • Exhibit 43: Data Table on Production planning - Market size and forecast 2023-2028 ($ million)
      • Exhibit 44: Chart on Production planning - Year-over-year growth 2023-2028 (%)
      • Exhibit 45: Data Table on Production planning - Year-over-year growth 2023-2028 (%)
    • 6.6 Quality control - Market size and forecast 2023-2028
      • Exhibit 46: Chart on Quality control - Market size and forecast 2023-2028 ($ million)
      • Exhibit 47: Data Table on Quality control - Market size and forecast 2023-2028 ($ million)
      • Exhibit 48: Chart on Quality control - Year-over-year growth 2023-2028 (%)
      • Exhibit 49: Data Table on Quality control - Year-over-year growth 2023-2028 (%)
    • 6.7 Others - Market size and forecast 2023-2028
      • Exhibit 50: Chart on Others - Market size and forecast 2023-2028 ($ million)
      • Exhibit 51: Data Table on Others - Market size and forecast 2023-2028 ($ million)
      • Exhibit 52: Chart on Others - Year-over-year growth 2023-2028 (%)
      • Exhibit 53: Data Table on Others - Year-over-year growth 2023-2028 (%)
    • 6.8 Market opportunity by Application
      • Exhibit 54: Market opportunity by Application ($ million)
      • Exhibit 55: Data Table on Market opportunity by Application ($ million)

    7 Market Segmentation by End-user

    • 7.1 Market segments
      • Exhibit 56: Chart on End-user - Market share 2023-2028 (%)
      • Exhibit 57: Data Table on End-user - Market share 2023-2028 (%)
    • 7.2 Comparison by End-user
      • Exhibit 58: Chart on Comparison by End-user
      • Exhibit 59: Data Table on Comparison by End-user
    • 7.3 Process industries - Market size and forecast 2023-2028
      • Exhibit 60: Chart on Process industries - Market size and forecast 2023-2028 ($ million)
      • Exhibit 61: Data Table on Process industries - Market size and forecast 2023-2028 ($ million)
      • Exhibit 62: Chart on Process industries - Year-over-year growth 2023-2028 (%)
      • Exhibit 63: Data Table on Process industries - Year-over-year growth 2023-2028 (%)
    • 7.4 Discrete industries - Market size and forecast 2023-2028
      • Exhibit 64: Chart on Discrete industries - Market size and forecast 2023-2028 ($ million)
      • Exhibit 65: Data Table on Discrete industries - Market size and forecast 2023-2028 ($ million)
      • Exhibit 66: Chart on Discrete industries - Year-over-year growth 2023-2028 (%)
      • Exhibit 67: Data Table on Discrete industries - Year-over-year growth 2023-2028 (%)
    • 7.5 Market opportunity by End-user
      • Exhibit 68: Market opportunity by End-user ($ million)
      • Exhibit 69: Data Table on Market opportunity by End-user ($ million)

    8 Customer Landscape

    • 8.1 Customer landscape overview
      • Exhibit 70: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

    9 Geographic Landscape

    • 9.1 Geographic segmentation
      • Exhibit 71: Chart on Market share by geography 2023-2028 (%)
      • Exhibit 72: Data Table on Market share by geography 2023-2028 (%)
    • 9.2 Geographic comparison
      • Exhibit 73: Chart on Geographic comparison
      • Exhibit 74: Data Table on Geographic comparison
    • 9.3 North America - Market size and forecast 2023-2028
      • Exhibit 75: Chart on North America - Market size and forecast 2023-2028 ($ million)
      • Exhibit 76: Data Table on North America - Market size and forecast 2023-2028 ($ million)
      • Exhibit 77: Chart on North America - Year-over-year growth 2023-2028 (%)
      • Exhibit 78: Data Table on North America - Year-over-year growth 2023-2028 (%)
    • 9.4 APAC - Market size and forecast 2023-2028
      • Exhibit 79: Chart on APAC - Market size and forecast 2023-2028 ($ million)
      • Exhibit 80: Data Table on APAC - Market size and forecast 2023-2028 ($ million)
      • Exhibit 81: Chart on APAC - Year-over-year growth 2023-2028 (%)
      • Exhibit 82: Data Table on APAC - Year-over-year growth 2023-2028 (%)
    • 9.5 Europe - Market size and forecast 2023-2028
      • Exhibit 83: Chart on Europe - Market size and forecast 2023-2028 ($ million)
      • Exhibit 84: Data Table on Europe - Market size and forecast 2023-2028 ($ million)
      • Exhibit 85: Chart on Europe - Year-over-year growth 2023-2028 (%)
      • Exhibit 86: Data Table on Europe - Year-over-year growth 2023-2028 (%)
    • 9.6 Middle East and Africa - Market size and forecast 2023-2028
      • Exhibit 87: Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
      • Exhibit 88: Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
      • Exhibit 89: Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
      • Exhibit 90: Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
    • 9.7 South America - Market size and forecast 2023-2028
      • Exhibit 91: Chart on South America - Market size and forecast 2023-2028 ($ million)
      • Exhibit 92: Data Table on South America - Market size and forecast 2023-2028 ($ million)
      • Exhibit 93: Chart on South America - Year-over-year growth 2023-2028 (%)
      • Exhibit 94: Data Table on South America - Year-over-year growth 2023-2028 (%)
    • 9.8 US - Market size and forecast 2023-2028
      • Exhibit 95: Chart on US - Market size and forecast 2023-2028 ($ million)
      • Exhibit 96: Data Table on US - Market size and forecast 2023-2028 ($ million)
      • Exhibit 97: Chart on US - Year-over-year growth 2023-2028 (%)
      • Exhibit 98: Data Table on US - Year-over-year growth 2023-2028 (%)
    • 9.9 China - Market size and forecast 2023-2028
      • Exhibit 99: Chart on China - Market size and forecast 2023-2028 ($ million)
      • Exhibit 100: Data Table on China - Market size and forecast 2023-2028 ($ million)
      • Exhibit 101: Chart on China - Year-over-year growth 2023-2028 (%)
      • Exhibit 102: Data Table on China - Year-over-year growth 2023-2028 (%)
    • 9.10 Germany - Market size and forecast 2023-2028
      • Exhibit 103: Chart on Germany - Market size and forecast 2023-2028 ($ million)
      • Exhibit 104: Data Table on Germany - Market size and forecast 2023-2028 ($ million)
      • Exhibit 105: Chart on Germany - Year-over-year growth 2023-2028 (%)
      • Exhibit 106: Data Table on Germany - Year-over-year growth 2023-2028 (%)
    • 9.11 UK - Market size and forecast 2023-2028
      • Exhibit 107: Chart on UK - Market size and forecast 2023-2028 ($ million)
      • Exhibit 108: Data Table on UK - Market size and forecast 2023-2028 ($ million)
      • Exhibit 109: Chart on UK - Year-over-year growth 2023-2028 (%)
      • Exhibit 110: Data Table on UK - Year-over-year growth 2023-2028 (%)
    • 9.12 Saudi Arabia - Market size and forecast 2023-2028
      • Exhibit 111: Chart on Saudi Arabia - Market size and forecast 2023-2028 ($ million)
      • Exhibit 112: Data Table on Saudi Arabia - Market size and forecast 2023-2028 ($ million)
      • Exhibit 113: Chart on Saudi Arabia - Year-over-year growth 2023-2028 (%)
      • Exhibit 114: Data Table on Saudi Arabia - Year-over-year growth 2023-2028 (%)
    • 9.13 Market opportunity by geography
      • Exhibit 115: Market opportunity by geography ($ million)
      • Exhibit 116: Data Tables on Market opportunity by geography ($ million)

    10 Drivers, Challenges, and Trends

    • 10.1 Market drivers
      • 10.2 Market challenges
        • 10.3 Impact of drivers and challenges
          • Exhibit 117: Impact of drivers and challenges in 2023 and 2028
        • 10.4 Market trends

          11 Vendor Landscape

          • 11.1 Overview
            • 11.2 Vendor landscape
              • Exhibit 118: Overview on Criticality of inputs and Factors of differentiation
            • 11.3 Landscape disruption
              • Exhibit 119: Overview on factors of disruption
            • 11.4 Industry risks
              • Exhibit 120: Impact of key risks on business

            12 Vendor Analysis

            • 12.1 Vendors covered
              • Exhibit 121: Vendors covered
            • 12.2 Market positioning of vendors
              • Exhibit 122: Matrix on vendor position and classification
            • 12.3 Alphabet Inc.
              • Exhibit 123: Alphabet Inc. - Overview
              • Exhibit 124: Alphabet Inc. - Business segments
              • Exhibit 125: Alphabet Inc. - Key news
              • Exhibit 126: Alphabet Inc. - Key offerings
              • Exhibit 127: Alphabet Inc. - Segment focus
            • 12.4 Amazon.com Inc.
              • Exhibit 128: Amazon.com Inc. - Overview
              • Exhibit 129: Amazon.com Inc. - Business segments
              • Exhibit 130: Amazon.com Inc. - Key offerings
              • Exhibit 131: Amazon.com Inc. - Segment focus
            • 12.5 General Electric Co.
              • Exhibit 132: General Electric Co. - Overview
              • Exhibit 133: General Electric Co. - Business segments
              • Exhibit 134: General Electric Co. - Key news
              • Exhibit 135: General Electric Co. - Key offerings
              • Exhibit 136: General Electric Co. - Segment focus
            • 12.6 H2O.ai Inc.
              • Exhibit 137: H2O.ai Inc. - Overview
              • Exhibit 138: H2O.ai Inc. - Product / Service
              • Exhibit 139: H2O.ai Inc. - Key offerings
            • 12.7 Intel Corp.
              • Exhibit 140: Intel Corp. - Overview
              • Exhibit 141: Intel Corp. - Business segments
              • Exhibit 142: Intel Corp. - Key news
              • Exhibit 143: Intel Corp. - Key offerings
              • Exhibit 144: Intel Corp. - Segment focus
            • 12.8 International Business Machines Corp.
              • Exhibit 145: International Business Machines Corp. - Overview
              • Exhibit 146: International Business Machines Corp. - Business segments
              • Exhibit 147: International Business Machines Corp. - Key news
              • Exhibit 148: International Business Machines Corp. - Key offerings
              • Exhibit 149: International Business Machines Corp. - Segment focus
            • 12.9 Landing AI
              • Exhibit 150: Landing AI - Overview
              • Exhibit 151: Landing AI - Product / Service
              • Exhibit 152: Landing AI - Key offerings
            • 12.10 Microsoft Corp.
              • Exhibit 153: Microsoft Corp. - Overview
              • Exhibit 154: Microsoft Corp. - Business segments
              • Exhibit 155: Microsoft Corp. - Key news
              • Exhibit 156: Microsoft Corp. - Key offerings
              • Exhibit 157: Microsoft Corp. - Segment focus
            • 12.11 Mitsubishi Electric Corp.
              • Exhibit 158: Mitsubishi Electric Corp. - Overview
              • Exhibit 159: Mitsubishi Electric Corp. - Business segments
              • Exhibit 160: Mitsubishi Electric Corp. - Key news
              • Exhibit 161: Mitsubishi Electric Corp. - Key offerings
              • Exhibit 162: Mitsubishi Electric Corp. - Segment focus
            • 12.12 NVIDIA Corp.
              • Exhibit 163: NVIDIA Corp. - Overview
              • Exhibit 164: NVIDIA Corp. - Business segments
              • Exhibit 165: NVIDIA Corp. - Key news
              • Exhibit 166: NVIDIA Corp. - Key offerings
              • Exhibit 167: NVIDIA Corp. - Segment focus
            • 12.13 Oracle Corp.
              • Exhibit 168: Oracle Corp. - Overview
              • Exhibit 169: Oracle Corp. - Business segments
              • Exhibit 170: Oracle Corp. - Key news
              • Exhibit 171: Oracle Corp. - Key offerings
              • Exhibit 172: Oracle Corp. - Segment focus
            • 12.14 Rockwell Automation Inc.
              • Exhibit 173: Rockwell Automation Inc. - Overview
              • Exhibit 174: Rockwell Automation Inc. - Business segments
              • Exhibit 175: Rockwell Automation Inc. - Key news
              • Exhibit 176: Rockwell Automation Inc. - Key offerings
              • Exhibit 177: Rockwell Automation Inc. - Segment focus
            • 12.15 SAP SE
              • Exhibit 178: SAP SE - Overview
              • Exhibit 179: SAP SE - Business segments
              • Exhibit 180: SAP SE - Key news
              • Exhibit 181: SAP SE - Key offerings
              • Exhibit 182: SAP SE - Segment focus
            • 12.16 Siemens AG
              • Exhibit 183: Siemens AG - Overview
              • Exhibit 184: Siemens AG - Business segments
              • Exhibit 185: Siemens AG - Key news
              • Exhibit 186: Siemens AG - Key offerings
              • Exhibit 187: Siemens AG - Segment focus
            • 12.17 Wipro Ltd.
              • Exhibit 188: Wipro Ltd. - Overview
              • Exhibit 189: Wipro Ltd. - Business segments
              • Exhibit 190: Wipro Ltd. - Key news
              • Exhibit 191: Wipro Ltd. - Key offerings
              • Exhibit 192: Wipro Ltd. - Segment focus

            13 Appendix

            • 13.1 Scope of the report
              • 13.2 Inclusions and exclusions checklist
                • Exhibit 193: Inclusions checklist
                • Exhibit 194: Exclusions checklist
              • 13.3 Currency conversion rates for US$
                • Exhibit 195: Currency conversion rates for US$
              • 13.4 Research methodology
                • Exhibit 196: Research methodology
                • Exhibit 197: Validation techniques employed for market sizing
                • Exhibit 198: Information sources
              • 13.5 List of abbreviations
                • Exhibit 199: List of abbreviations

              Research Framework

              Technavio presents a detailed picture of the market by way of study, synthesis, and summation of data from multiple sources. The analysts have presented the various facets of the market with a particular focus on identifying the key industry influencers. The data thus presented is comprehensive, reliable, and the result of extensive research, both primary and secondary.

              INFORMATION SOURCES

              Primary sources

              • Manufacturers and suppliers
              • Channel partners
              • Industry experts
              • Strategic decision makers

              Secondary sources

              • Industry journals and periodicals
              • Government data
              • Financial reports of key industry players
              • Historical data
              • Press releases

              DATA ANALYSIS

              Data Synthesis

              • Collation of data
              • Estimation of key figures
              • Analysis of derived insights

              Data Validation

              • Triangulation with data models
              • Reference against proprietary databases
              • Corroboration with industry experts

              REPORT WRITING

              Qualitative

              • Market drivers
              • Market challenges
              • Market trends
              • Five forces analysis

              Quantitative

              • Market size and forecast
              • Market segmentation
              • Geographical insights
              • Competitive landscape

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              artificial intelligence market in the industrial sector market

              Key Questions Answered

              • What are the key global market and the regional market share?
              • What are the revenue-generating key market segments?
              • What are the key factors driving and challenging this market’s growth?
              • Who are the key market vendors and their growth strategies?
              • What are the latest trends influencing the growth of this market?
              • What are the variables influencing the market growth in the primary regions?
              • What are the factors influencing the growth of the parent market?

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