Cover Image
Market Research Report
Product code 
1071375

Artificial Intelligence in Manufacturing Market by Offering(Hardware, Software, and Services), Industry, Application, Technology(Machine Learning, Natural Language Processing, Context-aware Computing, Computer Vision), & Region - Global Forecast -2027

Published: | MarketsandMarkets | 262 Pages | Delivery time: 1-2 business days

Price

Back to Top
Artificial Intelligence in Manufacturing Market by Offering(Hardware, Software, and Services), Industry, Application, Technology(Machine Learning, Natural Language Processing, Context-aware Computing, Computer Vision), & Region - Global Forecast -2027
Published: April 19, 2022
MarketsandMarkets
Content info: 262 Pages
Delivery time: 1-2 business days
  • Description
  • Table of Contents

Artificial intelligence in Manufacturing market size is valued at USD 2.3 billion in 2022 and is anticipated to be USD 16.3 billion by 2027; growing at a CAGR of 47.9% from 2022 to 2027. The growing demand of factors such as improving computing power of AI chipsets is expected to grow the market at an estimated rate.

Increasing adoption of AI has been observed as a new driver for semiconductor chipset manufacturers in the past few years. GPU/CPU manufacturers, such as NVIDIA, AMD, Intel, Qualcomm, Huawei, and Samsung, have significantly invested in AI hardware for the development of chipsets that are compatible with AI-based technologies and solutions. Apart from CPUs and GPUs, application-specific integrated circuits (ASICs) and field-programmable gate arrays (FPGAs) are being developed for AI applications. For instance, Google has built a new ASIC called "tensor processing unit" (TPU).

Compute-intensive chipset is among the critical parameters for processing AI algorithms; the faster the chipset, the quicker it can process data required to create an AI system. Currently, AI chipsets are mostly deployed in data centers/high-end servers as end computers are currently incapable of handling such huge workloads and do not have enough power and time frame. NVIDIA has a range of GPUs that offer GPU memory bandwidth based on application. For example, GeForce GTX Titan X offers memory bandwidth of 336.5 GB/s and is mostly deployed in desktops, while Tesla V100 16 GB offers memory bandwidth of 900 GB/s and is used in AI applications.

Application of AI for intelligent business processes

Rigid and rule-based software currently governs a majority of business processes in an organization, offering limited abilities to handle critical problems. These processes are time-consuming and require employees to work on repetitive tasks, hampering the productivity of the employees and the overall performance of the organization. Machine Learning and Natural Language Processing tools generated on AI platforms can help enterprises overcome such challenges with self-learning algorithms, which can reveal new patterns and solutions. Most organizations use enterprise software, which make the use of rule-based processing to automate business processes. This task-based automation has helped organizations in improving their productivity in a few specific processes but such rule-based software cannot self-learn and improve with experience. The integration of AI tools, such as NLP and ML, generated on AI platform for enterprise software systems, enable the software to gain mastery while solving individual processes. This software would be able to provide improved performance and productivity to enterprises over time, instead of providing a one-time boost. All these factors are said to have fueled the demand for intelligent business processes and act as opportunities for the growth of the AI in manufacturing market.

Increasing global demand for energy and power is influencing energy and power companies to adopt AI-based solutions

The increasing global demand for energy and power is influencing energy and power companies to adopt AI-based solutions that can help boost production output with minimum maintenance and reduced downtime. Maintenance and inspection are the major issues, along with material movement, in a thermal plant as the material needs to travel a long distance inside the plant. Besides, equipment used in this industry, such as turbines, conveyer belts, grids, and voltage transformers, are costly. Moreover, there are issues related to fuel mix, ambient temperature, air quality, moisture, load, weather forecast models, and market pricing in the power industry. By using AI-based technologies, these issues can be resolved and predicted in the early stages. AI-based technologies used in energy plants comprise physics insights, engineering design knowledge, and new inspection technologies, which are ideal for predictive maintenance and machinery inspections. The AI technologies work in 2 layers. First, by recognizing the pattern, and second, by learning the models. Early-stage pattern recognition notifies about impending failures.

The breakup of primaries conducted during the study is depicted below:

  • By Company Type: Tier 1 - 55 %, Tier 2 - 25%, and Tier 3 -20%
  • By Designation: C-Level Executives - 60%, Directors - 20%, and Others - 20%
  • By Region: North America- 40%, Europe - 30%, APAC - 20%, South America - 7% and Middle East and Africa - 3%

The key players operating in the artificial intelligence in Manufacturing market include NVIDIA (US), IBM (US), Intel (US), Siemens (Germany), General Electric (US), Google (US), Microsoft Corporation (US), and Micron Technology (US).

Research Coverage

The report segments the Artificial intelligence in Manufacturing market and forecasts its size, by value, based on region (North America, Europe, Asia Pacific, and RoW), Application ( predictive maintenance and machinery inspection, inventory optimization, production planning, field services, quality control, cybersecurity, industrial robots and reclamation), Technology (machine learning, natural language processing, context-aware computing, computer vision), Offering ( hardware, software and services) and Industry (automotive, energy & power, semiconductor & electronics, pharmaceutical, heavy metals & machine manufacturing, food & beverage and others (textile, aerospace and mining)). The report also provides a comprehensive review of market drivers, restraints, opportunities, and challenges in the head-up display market. The report also covers qualitative aspects in addition to the quantitative aspects of these markets.

Key Benefits of Buying This Report

  • This report includes market statistics pertaining to the offering, technology, industry, application, and region.
  • An in-depth value chain analysis has been done to provide deep insight into the artificial intelligence in manufacturing market.
  • Major market drivers, restraints, challenges, and opportunities have been detailed in this report.
  • Illustrative segmentation, analyses, and forecasts for the market based on offering, technology, industry, application, and region have been conducted to provide an overall view of the the artificial intelligence in manufacturing market.
  • The report includes an in-depth analysis and ranking of key players.
Product Code: SE 5470

TABLE OF CONTENTS

1 INTRODUCTION

  • 1.1 STUDY OBJECTIVES
  • 1.2 MARKET DEFINITION
    • 1.2.1 INCLUSIONS AND EXCLUSIONS
  • 1.3 STUDY SCOPE
    • 1.3.1 MARKETS COVERED
    • 1.3.2 YEARS CONSIDERED
  • 1.4 CURRENCY
  • 1.5 STAKEHOLDERS
  • 1.6 SUMMARY OF CHANGES

2 RESEARCH METHODOLOGY

  • 2.1 RESEARCH DATA
    • FIGURE 1 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET: RESEARCH DESIGN
    • 2.1.1 SECONDARY AND PRIMARY RESEARCH
      • 2.1.1.1 Key industry insights
    • 2.1.2 SECONDARY DATA
      • 2.1.2.1 List of major secondary sources
      • 2.1.2.2 Secondary sources
    • 2.1.3 PRIMARY DATA
      • 2.1.3.1 Primary interviews with experts
      • 2.1.3.2 Breakdown of primaries
      • 2.1.3.3 Primary sources
  • 2.2 MARKET SIZE ESTIMATION
    • 2.2.1 BOTTOM-UP APPROACH
    • FIGURE 2 MARKET SIZE ESTIMATION OF AI IN MANUFACTURING MARKET (BOTTOM-UP)
      • 2.2.1.1 Estimating market size by bottom-up approach (demand side)
    • FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH
    • 2.2.2 TOP-DOWN APPROACH
    • FIGURE 4 MARKET SIZE ESTIMATION OF AI IN MANUFACTURING MARKET (TOP-DOWN)
      • 2.2.2.1 Approach for capturing the market share by top-down analysis (supply side)
    • FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH
  • 2.3 MARKET BREAKDOWN AND DATA TRIANGULATION
    • FIGURE 6 DATA TRIANGULATION
  • 2.4 RESEARCH ASSUMPTIONS
    • TABLE 1 ASSUMPTIONS FOR RESEARCH STUDY
  • 2.5 RISK ASSESSMENT
    • 2.5.1 AI IN MANUFACTURING MARKET: LIMITATIONS AND ASSOCIATED RISKS
    • TABLE 2 LIMITATIONS AND ASSOCIATED RISKS
  • 2.6 LIMITATIONS
    • FIGURE 7 LIMITATIONS FOR RESEARCH STUDY
    • TABLE 3 MARKET FORECASTING METHODOLOGY ADOPTED FROM 2022 TO 2027

3 EXECUTIVE SUMMARY

    • FIGURE 8 SOFTWARE SEGMENT TO HOLD LARGEST SHARE OF AI IN MANUFACTURING MARKET DURING FORECAST PERIOD
    • FIGURE 9 MACHINE LEARNING SEGMENT TO HOLD LARGEST SHARE OF AI IN MANUFACTURING MARKET DURING FORECAST PERIOD
    • FIGURE 10 PREDICTIVE MAINTENANCE AND MACHINERY INSPECTION APPLICATION SEGMENT TO HOLD LARGEST SHARE OF AI IN MANUFACTURING MARKET DURING FORECAST PERIOD
    • FIGURE 11 AUTOMOTIVE INDUSTRY TO HOLD LARGEST SHARE OF AI IN MANUFACTURING MARKET DURING FORECAST PERIOD
    • FIGURE 12 ASIA PACIFIC TO REGISTER HIGHEST CAGR IN AI IN MANUFACTURING MARKET DURING FORECAST PERIOD
  • 3.1 COVID-19 IMPACT ANALYSIS: AI IN MANUFACTURING MARKET
    • FIGURE 13 PRE- AND POST-COVID-19 SCENARIO ANALYSIS FOR AI IN MANUFACTURING MARKET
    • 3.1.1 REALISTIC SCENARIO (POST-COVID-19)
    • 3.1.2 OPTIMISTIC SCENARIO (POST-COVID-19)
    • 3.1.3 PESSIMISTIC SCENARIO (POST-COVID-19)

4 PREMIUM INSIGHTS

  • 4.1 ATTRACTIVE OPPORTUNITIES IN AI IN MANUFACTURING MARKET
    • FIGURE 14 RISING INDUSTRIAL AUTOMATION TO DRIVE MARKET GROWTH
  • 4.2 AI IN MANUFACTURING MARKET, BY OFFERING
    • FIGURE 15 SOFTWARE SEGMENT TO HOLD LARGEST SHARE OF AI IN MANUFACTURING MARKET DURING FORECAST PERIOD
  • 4.3 AI IN MANUFACTURING MARKET, BY TECHNOLOGY
    • FIGURE 16 MACHINE LEARNING SEGMENT TO HOLD LARGEST SHARE OF AI IN MANUFACTURING MARKET FROM 2022 TO 2027
  • 4.4 ASIA PACIFIC AI IN MANUFACTURING MARKET, BY INDUSTRY AND COUNTRY
    • FIGURE 17 AUTOMOTIVE SEGMENT AND CHINA HELD LARGEST SHARES OF ASIA PACIFIC AI IN MANUFACTURING MARKET IN 2021
  • 4.5 AI IN MANUFACTURING MARKET, BY COUNTRY
    • FIGURE 18 SPAIN TO REGISTER HIGHEST CAGR IN AI IN MANUFACTURING MARKET BETWEEN 2022 AND 2027 (IN TERMS OF VALUE)

5 MARKET OVERVIEW

  • 5.1 INTRODUCTION
  • 5.2 MARKET DYNAMICS
    • FIGURE 19 INCREASINGLY LARGE AND COMPLEX DATASETS AND INDUSTRY TRENDS SUCH AS IOT AND AUTOMATION ARE DRIVING MARKET GROWTH
    • 5.2.1 DRIVERS
      • 5.2.1.1 Intensifying need to handle increasingly large and complex dataset
      • 5.2.1.2 Evolving industrial IoT and automation technologies
      • 5.2.1.3 Improving computing power of AI chipsets
      • 5.2.1.4 Increasing venture capital investments in manufacturing AI space
    • 5.2.2 RESTRAINTS
      • 5.2.2.1 Reluctance among manufacturers to adopt AI-based technologies
    • 5.2.3 OPPORTUNITIES
      • 5.2.3.1 Growing focus on boosting operational efficiency of manufacturing plants
      • 5.2.3.2 Application of AI for intelligent business processes
      • 5.2.3.3 Adoption of automation technologies to mitigate effects of COVID-19
    • 5.2.4 CHALLENGES
      • 5.2.4.1 Limited availability of skilled workforce, especially in developing countries
      • 5.2.4.2 Concerns regarding data privacy
  • 5.3 PORTER'S FIVE FORCES ANALYSIS
    • 5.3.1 BARGAINING POWER OF SUPPLIERS
    • 5.3.2 BARGAINING POWER OF BUYERS
    • 5.3.3 THREAT OF NEW ENTRANTS
    • 5.3.4 THREAT OF SUBSTITUTES
    • 5.3.5 INTENSITY OF COMPETITIVE RIVALRY
    • TABLE 4 IMPACT OF EACH FORCE ON AI IN MANUFACTURING MARKET
  • 5.4 PRICING ANALYSIS
    • FIGURE 20 ASP OF PROCESSORS, 2018-2021 (USD)
    • TABLE 5 ASP RANGE OF PROCESSOR TYPES, 2018-2021 (USD)
  • 5.5 TRADE ANALYSIS
    • 5.5.1 EXPORT SCENARIO OF AUTOMATIC DATA PROCESSING MACHINES
    • TABLE 6 AUTOMATIC DATA PROCESSING MACHINES EXPORT, BY KEY COUNTRY, 2016-2020 (USD THOUSAND)
    • 5.5.2 IMPORT SCENARIO OF AUTOMATIC DATA PROCESSING MACHINES
    • TABLE 7 IMPORT DATA: AUTOMATIC DATA PROCESSING MACHINES, BY KEY COUNTRY, 2016-2020 (USD THOUSAND)
  • 5.6 TARIFFS AND REGULATORY LANDSCAPE
    • 5.6.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 8 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 9 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 10 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 11 REST OF THE WORLD: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • 5.7 AI ECOSYSTEM
    • FIGURE 21 AI IN MANUFACTURING MARKET: ECOSYSTEM ANALYSIS
    • TABLE 12 AI IN MANUFACTURING MARKET ECOSYSTEM
  • 5.8 AI IN MANUFACTURING MARKET: CASE STUDIES
    • 5.8.1 SIEMENS GAMESA USES FUJITSU'S AI SOLUTION TO ACCELERATE INSPECTION OF TURBINE BLADES
    • 5.8.2 VOLVO USES MACHINE LEARNING-DRIVEN DATA ANALYTICS FOR PREDICTING BREAKDOWN AND FAILURES
    • 5.8.3 ROLLS-ROYCE IS USING MICROSOFT CORTANA INTELLIGENCE FOR PREDICTIVE MAINTENANCE
    • 5.8.4 PAPER PACKAGING FIRM USED SIGHT MACHINE'S ENTERPRISE MANUFACTURING ANALYTICS TO IMPROVE PRODUCTION
  • 5.9 PATENT ANALYSIS
    • FIGURE 22 NUMBER OF PATENTS GRANTED PER YEAR OVER LAST 10 YEARS
    • TABLE 13 TOP 20 PATENT OWNERS
    • FIGURE 23 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS IN LAST 10 YEARS
    • TABLE 14 IMPORTANT PATENT REGISTRATIONS, 2015-2020
  • 5.10 REVENUE SHIFT IN AI IN MANUFACTURING MARKET
  • 5.11 REGULATORY STANDARDS
    • 5.11.1 STANDARDS IN ITS/C-ITS
    • TABLE 15 SECURITY AND PRIVACY STANDARDS DEVELOPED BY EUROPEAN TELECOMMUNICATION STANDARDS INSTITUTE (ETSI)
  • 5.12 SUPPLY CHAIN ANALYSIS
    • FIGURE 24 AI IN MANUFACTURING MARKET VALUE CHAIN
  • 5.13 TECHNOLOGY ANALYSIS
  • 5.14 KEY CONFERENCES AND EVENTS IN 2022-2023
    • TABLE 16 AI IN MANUFACTURING MARKET: DETAILED LIST OF CONFERENCES & EVENTS (2022-2023)
  • 5.15 KEY STAKEHOLDER AND BUYING PROCESS AND/OR BUYING CRITERIA
    • 5.15.1 KEY STAKEHOLDERS IN BUYING PROCESS
    • FIGURE 25 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP 3 APPLICATIONS
    • TABLE 17 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP 3 APPLICATIONS (%)
    • 5.15.2 BUYING CRITERIA
    • FIGURE 26 KEY BUYING CRITERIA FOR TOP 3 APPLICATIONS
    • TABLE 18 KEY BUYING CRITERIA FOR TOP 3 APPLICATIONS

6 ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY OFFERING

  • 6.1 INTRODUCTION
    • FIGURE 27 GLOBAL AI IN MANUFACTURING HARDWARE MARKET, 2020-2027 (MILLION UNITS)
    • FIGURE 28 SOFTWARE SEGMENT TO HOLD LARGEST SHARE OF AI IN MANUFACTURING MARKET DURING FORECAST PERIOD
    • TABLE 19 AI IN MANUFACTURING MARKET, BY OFFERING, 2018-2021 (USD MILLION)
    • TABLE 20 AI IN MANUFACTURING MARKET, BY OFFERING, 2022-2027 (USD MILLION)
  • 6.2 HARDWARE
    • TABLE 21 AI IN MANUFACTURING MARKET, BY HARDWARE, 2018-2021 (USD MILLION)
    • TABLE 22 AI IN MANUFACTURING MARKET, BY HARDWARE, 2022-2027 (USD MILLION)
    • TABLE 23 AI IN MANUFACTURING MARKET FOR HARDWARE, BY REGION, 2018-2021 (USD MILLION)
    • TABLE 24 AI IN MANUFACTURING MARKET FOR HARDWARE, BY REGION, 2022-2027 (USD MILLION)
    • 6.2.1 PROCESSOR
      • 6.2.1.1 High parallel processing capabilities and computing power to fuel adoption of processors
    • FIGURE 29 GPU SUB-SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 25 AI IN MANUFACTURING MARKET, BY PROCESSOR, 2018-2021 (USD MILLION)
    • TABLE 26 AI IN MANUFACTURING MARKET, BY PROCESSOR, 2022-2027 (USD MILLION)
        • 6.2.1.1.1 Microprocessor unit (MPU)
        • 6.2.1.1.2 Graphics processing unit (GPU)
        • 6.2.1.1.3 Field programmable gate array (FPGA)
        • 6.2.1.1.4 Application-specific integrated circuit (ASIC)
    • 6.2.2 MEMORY
      • 6.2.2.1 Rising high-bandwidth memory requirements to drive market growth
    • 6.2.3 NETWORK
      • 6.2.3.1 Growing use of ethernet adaptors and interconnects to drive market growth
  • 6.3 SOFTWARE
    • TABLE 27 AI IN MANUFACTURING MARKET FOR OFFERING, BY SOFTWARE, 2018-2021 (USD MILLION)
    • TABLE 28 AI IN MANUFACTURING MARKET FOR OFFERING, BY SOFTWARE, 2022-2027 (USD MILLION)
    • TABLE 29 AI IN MANUFACTURING MARKET FOR SOFTWARE, BY REGION, 2018-2021 (USD MILLION)
    • TABLE 30 AI IN MANUFACTURING MARKET FOR SOFTWARE, BY REGION, 2022-2027 (USD MILLION)
    • 6.3.1 AI SOLUTIONS
      • 6.3.1.1 Rising use of list processing and programming in logic languages to fuel adoption of AI solutions
    • TABLE 31 AI IN MANUFACTURING MARKET FOR SOLUTIONS, BY DEPLOYMENT, 2018-2021 (USD MILLION)
    • TABLE 32 AI IN MANUFACTURING MARKET FOR SOLUTIONS, BY DEPLOYMENT, 2022-2027 (USD MILLION)
      • 6.3.1.2 On-premise
      • 6.3.1.3 Cloud
    • 6.3.2 AI PLATFORM
      • 6.3.2.1 Natural language processing, image recognition, voice recognition, and predictive analytics features to fuel adoption of AI platforms
    • TABLE 33 AI IN MANUFACTURING MARKET FOR SOFTWARE, BY PLATFORM, 2018-2021 (USD MILLION)
    • TABLE 34 AI IN MANUFACTURING MARKET FOR SOFTWARE, BY PLATFORM, 2022-2027 (USD MILLION)
      • 6.3.2.2 Machine learning framework
      • 6.3.2.3 Application program interface (API)
  • 6.4 SERVICES
    • TABLE 35 AI IN MANUFACTURING MARKET, BY SERVICES, 2018-2021 (USD MILLION)
    • TABLE 36 AI IN MANUFACTURING MARKET, BY SERVICES, 2022-2027 (USD MILLION)
    • TABLE 37 AI IN MANUFACTURING MARKET FOR SERVICES, BY REGION, 2018-2021 (USD MILLION)
    • TABLE 38 AI IN MANUFACTURING MARKET FOR SERVICES, BY REGION, 2022-2027 (USD MILLION)
    • 6.4.1 DEPLOYMENT AND INTEGRATION
      • 6.4.1.1 Increasing demand for deployment and integration as a key service for configuring AI systems in manufacturing to drive market growth
    • 6.4.2 SUPPORT AND MAINTENANCE
      • 6.4.2.1 Growing demand for support and maintenance service to eliminate issues related to operations after installation and training to drive market growth

7 ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY TECHNOLOGY

  • 7.1 INTRODUCTION
    • FIGURE 30 MACHINE LEARNING SEGMENT TO HOLD LARGEST SHARE OF AI IN MANUFACTURING MARKET BETWEEN 2022 AND 2027
    • TABLE 39 AI IN MANUFACTURING MARKET, BY TECHNOLOGY, 2018-2021 (USD MILLION)
    • TABLE 40 AI IN MANUFACTURING MARKET, BY TECHNOLOGY, 2022-2027 (USD MILLION)
  • 7.2 MACHINE LEARNING
    • 7.2.1 ADVANCEMENTS IN DEEP LEARNING AND SUPERVISED LEARNING TECHNOLOGIES TO DRIVE MARKET GROWTH
    • TABLE 41 AI IN MANUFACTURING MARKET FOR MACHINE LEARNING, BY TYPE, 2018-2021 (USD MILLION)
    • TABLE 42 AI IN MANUFACTURING MARKET FOR MACHINE LEARNING, BY TYPE, 2022-2027 (USD MILLION)
    • TABLE 43 AI IN MANUFACTURING MARKET FOR MACHINE LEARNING, BY APPLICATION, 2018-2021 (USD MILLION)
    • TABLE 44 AI IN MANUFACTURING MARKET FOR MACHINE LEARNING, BY APPLICATION, 2022-2027 (USD MILLION)
    • 7.2.2 DEEP LEARNING
      • 7.2.2.1 Rapid adoption of robotics in manufacturing industry to drive growth of AI in manufacturing market for deep learning
    • 7.2.3 SUPERVISED LEARNING
      • 7.2.3.1 Image recognition and predictive and predictive analytics applications to play major role in market growth
    • 7.2.4 REINFORCEMENT LEARNING
      • 7.2.4.1 Ability of reinforcement learning to maximize performance of systems and software to drive market growth
    • 7.2.5 UNSUPERVISED LEARNING
      • 7.2.5.1 Capability of unsupervised learning to find patterns in large datasets to drive market growth
    • 7.2.6 OTHERS
  • 7.3 NATURAL LANGUAGE PROCESSING
    • 7.3.1 DEVELOPMENTS IN NATURAL LANGUAGE PROCESSING FOR REAL-TIME TRANSLATION TO DRIVE MARKET GROWTH
    • TABLE 45 AI IN MANUFACTURING MARKET FOR NATURAL LANGUAGE PROCESSING, BY APPLICATION, 2018-2021 (USD MILLION)
    • TABLE 46 AI IN MANUFACTURING MARKET FOR NATURAL LANGUAGE PROCESSING, BY APPLICATION, 2022-2027 (USD MILLION)
  • 7.4 CONTEXT-AWARE COMPUTING
    • 7.4.1 DEVELOPMENT OF SOPHISTICATED HARD AND SOFT SENSORS TO BOOST GROWTH OF CONTEXT-AWARE COMPUTING SEGMENT
    • TABLE 47 AI IN MANUFACTURING MARKET FOR CONTEXT-AWARE COMPUTING, BY TYPE, 2018-2021 (USD MILLION)
    • TABLE 48 AI IN MANUFACTURING MARKET FOR CONTEXT-AWARE COMPUTING, BY TYPE, 2022-2027 (USD MILLION)
    • TABLE 49 AI IN MANUFACTURING MARKET FOR CONTEXT-AWARE COMPUTING, BY APPLICATION, 2018-2021 (USD MILLION)
    • TABLE 50 AI IN MANUFACTURING MARKET FOR CONTEXT-AWARE COMPUTING, BY APPLICATION, 2022-2027 (USD MILLION)
  • 7.5 COMPUTER VISION
    • 7.5.1 CAPABILITY OF COMPUTER VISION TO ANALYZE INFORMATION OF DIFFERENT GEOMETRIC SHAPES, VOLUMES, AND PATTERNS AND PROVIDE VISUAL FEEDBACK TO USERS TO FUEL MARKET GROWTH
    • TABLE 51 AI IN MANUFACTURING MARKET FOR COMPUTER VISION, BY APPLICATION, 2018-2021 (USD MILLION)
    • TABLE 52 AI IN MANUFACTURING MARKET FOR COMPUTER VISION, BY APPLICATION, 2022-2027 (USD MILLION)

8 ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY APPLICATION

  • 8.1 INTRODUCTION
    • FIGURE 31 PREDICTIVE MAINTENANCE AND MACHINERY INSPECTION SEGMENT TO HOLD LARGEST MARKET SHARE IN 2027
    • TABLE 53 AI IN MANUFACTURING MARKET, BY APPLICATION, 2018-2021 (USD MILLION)
    • TABLE 54 AI IN MANUFACTURING MARKET, BY APPLICATION, 2022-2027 (USD MILLION)
  • 8.2 PREDICTIVE MAINTENANCE AND MACHINERY INSPECTION
    • 8.2.1 EXTENSIVE USE OF COMPUTER VISION AND MACHINE LEARNING TECHNOLOGIES IN PREDICTIVE MAINTENANCE AND MACHINERY INSPECTION APPLICATION TO DRIVE MARKET GROWTH
    • TABLE 55 AI IN MANUFACTURING MARKET FOR PREDICTIVE MAINTENANCE AND MACHINERY INSPECTION, BY REGION, 2018-2021 (USD MILLION)
    • TABLE 56 AI IN MANUFACTURING MARKET FOR PREDICTIVE MAINTENANCE AND MACHINERY INSPECTION, BY REGION, 2022-2027 (USD MILLION)
    • TABLE 57 AI IN MANUFACTURING MARKET FOR PREDICTIVE MAINTENANCE AND MACHINERY INSPECTION, BY TECHNOLOGY, 2018-2021 (USD MILLION)
    • TABLE 58 AI IN MANUFACTURING MARKET FOR PREDICTIVE MAINTENANCE AND MACHINERY INSPECTION, BY TECHNOLOGY, 2022-2027 (USD MILLION)
  • 8.3 INVENTORY OPTIMIZATION
    • 8.3.1 CAPABILITY OF AI TO PERFORM IN-PLANT LOGISTICS IN MANUFACTURING INDUSTRY TO FUEL MARKET GROWTH FOR INVENTORY OPTIMIZATION
    • FIGURE 32 NORTH AMERICA HELD LARGEST SHARE OF AI IN MANUFACTURING MARKET FOR INVENTORY OPTIMIZATION IN 2021
    • TABLE 59 AI IN MANUFACTURING MARKET FOR INVENTORY OPTIMIZATION, BY REGION, 2018-2021 (USD MILLION)
    • TABLE 60 AI IN MANUFACTURING MARKET FOR INVENTORY OPTIMIZATION, BY REGION, 2022-2027 (USD MILLION)
    • TABLE 61 AI IN MANUFACTURING MARKET FOR INVENTORY OPTIMIZATION, BY TECHNOLOGY, 2018-2021 (USD MILLION)
    • TABLE 62 AI IN MANUFACTURING MARKET FOR INVENTORY OPTIMIZATION, BY TECHNOLOGY, 2022-2027 (USD MILLION)
  • 8.4 PRODUCTION PLANNING
    • 8.4.1 EXTENSIVE USE OF BIG DATA IN PRODUCTION PLANNING APPLICATION TO FUEL MARKET GROWTH
    • TABLE 63 AI IN MANUFACTURING MARKET FOR PRODUCTION PLANNING, BY REGION, 2018-2021 (USD MILLION)
    • TABLE 64 AI IN MANUFACTURING MARKET FOR PRODUCTION PLANNING, BY REGION, 2022-2027 (USD MILLION)
    • TABLE 65 AI IN MANUFACTURING MARKET FOR PRODUCTION PLANNING, BY TECHNOLOGY, 2018-2021 (USD MILLION)
    • TABLE 66 AI IN MANUFACTURING MARKET FOR PRODUCTION PLANNING, BY TECHNOLOGY, 2022-2027 (USD MILLION)
  • 8.5 FIELD SERVICES
    • 8.5.1 GROWING USE OF FIELD SERVICES IN HEAVY METALS & MACHINE MANUFACTURING, OIL & GAS, AND ENERGY & POWER INDUSTRIES TO DRIVE MARKET GROWTH
    • FIGURE 33 NORTH AMERICA TO HOLD LARGEST SHARE OF AI MANUFACTURING MARKET FOR FIELD SERVICES DURING FORECAST PERIOD
    • TABLE 67 AI IN MANUFACTURING MARKET FOR FIELD SERVICES, BY REGION, 2018-2021 (USD MILLION)
    • TABLE 68 AI IN MANUFACTURING MARKET FOR FIELD SERVICES, BY REGION, 2022-2027 (USD MILLION)
    • TABLE 69 AI IN MANUFACTURING MARKET FOR FIELD SERVICES, BY TECHNOLOGY, 2018-2021 (USD MILLION)
    • TABLE 70 AI IN MANUFACTURING MARKET FOR FIELD SERVICES, BY TECHNOLOGY, 2022-2027 (USD MILLION)
  • 8.6 QUALITY CONTROL
    • 8.6.1 RISING ADOPTION OF AI-BASED QUALITY CONTROL SYSTEMS IN PHARMACEUTICAL, FOOD & BEVERAGE, AND SEMICONDUCTOR INDUSTRIES TO DRIVE MARKET GROWTH
    • TABLE 71 AI IN MANUFACTURING MARKET FOR QUALITY CONTROL, BY REGION, 2018-2021 (USD MILLION)
    • TABLE 72 AI IN MANUFACTURING MARKET FOR QUALITY CONTROL, BY REGION, 2022-2027 (USD MILLION)
    • FIGURE 34 MACHINE LEARNING TECHNOLOGY SEGMENT TO HOLD LARGEST SHARE OF AI IN MANUFACTURING MARKET FOR QUALITY CONTROL FROM 2022 TO 2027
    • TABLE 73 AI IN MANUFACTURING MARKET FOR QUALITY CONTROL, BY TECHNOLOGY, 2018-2021 (USD MILLION)
    • TABLE 74 AI IN MANUFACTURING MARKET FOR QUALITY CONTROL, BY TECHNOLOGY, 2022-2027 (USD MILLION)
  • 8.7 CYBERSECURITY
    • 8.7.1 GROWING ADOPTION OF AUTOMATION IN WORK PROCESSES TO DRIVE MARKET GROWTH
    • TABLE 75 AI IN MANUFACTURING MARKET FOR CYBERSECURITY, BY REGION, 2018-2021 (USD MILLION)
    • TABLE 76 AI IN MANUFACTURING MARKET FOR CYBERSECURITY, BY REGION, 2022-2027 (USD MILLION)
    • TABLE 77 AI IN MANUFACTURING MARKET FOR CYBERSECURITY, BY TECHNOLOGY, 2018-2021 (USD MILLION)
    • TABLE 78 AI IN MANUFACTURING MARKET FOR CYBERSECURITY, BY TECHNOLOGY, 2022-2027 (USD MILLION)
  • 8.8 INDUSTRIAL ROBOTS
    • 8.8.1 RISING ADOPTION OF INDUSTRIAL ROBOTS IN MANUFACTURING INDUSTRY TO ACCELERATE PRODUCTION PROCESSES, ENHANCE EFFICIENCY, AND MINIMIZE PRODUCTION COSTS TO DRIVE MARKET GROWTH
    • FIGURE 35 APAC TO HOLD LARGEST SHARE OF AI IN MANUFACTURING MARKET FOR INDUSTRIAL ROBOTS APPLICATION DURING FORECAST PERIOD
    • TABLE 79 AI IN MANUFACTURING MARKET FOR INDUSTRIAL ROBOTS, BY REGION, 2018-2021 (USD MILLION)
    • TABLE 80 AI IN MANUFACTURING MARKET FOR INDUSTRIAL ROBOTS, BY REGION, 2022-2027 (USD MILLION)
    • TABLE 81 AI IN MANUFACTURING MARKET FOR INDUSTRIAL ROBOTS, BY TECHNOLOGY, 2018-2021 (USD MILLION)
    • TABLE 82 AI IN MANUFACTURING MARKET FOR INDUSTRIAL ROBOTS, BY TECHNOLOGY, 2022-2027 (USD MILLION)
  • 8.9 RECLAMATION
    • 8.9.1 GROWING ADOPTION OF COMPUTER VISION AND MACHINE LEARNING TECHNOLOGIES IN RECLAMATION APPLICATION TO ELIMINATE HUMAN-MACHINE INTERACTION TO DRIVE MARKET GROWTH
    • TABLE 83 AI IN MANUFACTURING MARKET FOR RECLAMATION, BY REGION, 2018-2021 (USD MILLION)
    • TABLE 84 AI IN MANUFACTURING MARKET FOR RECLAMATION, BY REGION, 2022-2027 (USD MILLION)
    • TABLE 85 AI IN MANUFACTURING MARKET FOR RECLAMATION, BY TECHNOLOGY, 2018-2021 (USD MILLION)
    • TABLE 86 AI IN MANUFACTURING MARKET FOR RECLAMATION, BY TECHNOLOGY, 2022-2027 (USD MILLION)

9 ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY INDUSTRY

  • 9.1 INTRODUCTION
    • FIGURE 36 AUTOMOTIVE SEGMENT HELD LARGEST SHARE OF AI IN MANUFACTURING MARKET IN 2022
    • TABLE 87 AI IN MANUFACTURING MARKET, BY INDUSTRY, 2018-2021 (USD MILLION)
    • TABLE 88 AI IN MANUFACTURING MARKET, BY INDUSTRY, 2022-2027 (USD MILLION)
  • 9.2 AUTOMOTIVE
    • 9.2.1 INCREASED DEPLOYMENT OF MACHINE LEARNING AND COMPUTER VISION TECHNOLOGIES IN AUTOMOTIVE INDUSTRY TO DRIVE MARKET GROWTH
    • TABLE 89 AI IN MANUFACTURING MARKET FOR AUTOMOTIVE INDUSTRY, BY REGION, 2018-2021 (USD MILLION)
    • TABLE 90 AI IN MANUFACTURING MARKET FOR AUTOMOTIVE INDUSTRY, BY REGION, 2022-2027 (USD MILLION)
  • 9.3 ENERGY & POWER
    • 9.3.1 GROWING USE OF AI-BASED SOLUTIONS IN ENERGY & POWER INDUSTRY TO INCREASE PRODUCTION OUTPUT AND REDUCE DOWNTIME TO DRIVE MARKET GROWTH
    • FIGURE 37 ASIA PACIFIC TO HOLD LARGEST SHARE OF AI IN MANUFACTURING MARKET FOR ENERGY & POWER INDUSTRY BY 2027
    • TABLE 91 AI IN MANUFACTURING MARKET FOR ENERGY & POWER INDUSTRY, BY REGION, 2018-2021 (USD MILLION)
    • TABLE 92 AI IN MANUFACTURING MARKET FOR ENERGY & POWER INDUSTRY, BY REGION, 2022-2027 (USD MILLION)
  • 9.4 PHARMACEUTICAL
    • 9.4.1 EXTENSIVE USAGE OF COMPUTER VISION TECHNOLOGY FOR QUALITY CONTROL APPLICATION IN PHARMACEUTICAL INDUTRY TO DRIVE MARKET GROWTH
    • TABLE 93 AI IN MANUFACTURING MARKET FOR PHARMACEUTICAL INDUSTRY, BY REGION, 2018-2021 (USD MILLION)
    • TABLE 94 AI IN MANUFACTURING MARKET FOR PHARMACEUTICAL INDUSTRY, BY REGION, 2022-2027 (USD MILLION)
  • 9.5 HEAVY METALS & MACHINE MANUFACTURING
    • 9.5.1 INCREASED USE OF ROBOTICS IN HEAVY METALS & MACHINE MANUFACTURING INDUSTRY TO DRIVE MARKET GROWTH
    • FIGURE 38 ASIA PACIFIC TO HOLD LARGEST SHARE OF AI IN MANUFACTURING MARKET FOR HEAVY METALS & MACHINE MANUFACTURING INDUSTRY DURING FORECAST PERIOD
    • TABLE 95 AI IN MANUFACTURING MARKET FOR HEAVY METALS & MACHINE MANUFACTURING INDUSTRY, BY REGION, 2018-2021 (USD MILLION)
    • TABLE 96 AI IN MANUFACTURING MARKET FOR HEAVY METALS & MACHINE MANUFACTURING INDUSTRY, BY REGION, 2022-2027 (USD MILLION)
  • 9.6 SEMICONDUCTOR & ELECTRONICS
    • 9.6.1 INCREASED USE OF COMPUTER VISION TECHNOLOGY IN SEMICONDUCTOR & ELECTRONICS INDUSTRY TO DRIVE MARKET GROWTH
    • TABLE 97 AI IN MANUFACTURING MARKET FOR SEMICONDUCTOR & ELECTRONICS INDUSTRY, BY REGION, 2018-2021 (USD MILLION)
    • TABLE 98 AI IN MANUFACTURING MARKET FOR SEMICONDUCTOR & ELECTRONICS INDUSTRY, BY REGION, 2022-2027 (USD MILLION)
  • 9.7 FOOD & BEVERAGE
    • 9.7.1 GROWING ADOPTION OF INDUSTRIAL ROBOTS, IOT, AND BIG DATA IN FOOD & BEVERAGE INDUSTRY TO FUEL MARKET GROWTH
    • TABLE 99 AI IN MANUFACTURING MARKET FOR FOOD & BEVERAGE INDUSTRY, BY REGION, 2018-2021 (USD MILLION)
    • TABLE 100 AI IN MANUFACTURING MARKET FOR FOOD & BEVERAGE INDUSTRY, BY REGION, 2022-2027 (USD MILLION)
  • 9.8 OTHERS
    • TABLE 101 AI IN MANUFACTURING MARKET FOR OTHERS, BY REGION, 2018-2021 (USD MILLION)
    • TABLE 102 AI IN MANUFACTURING MARKET FOR OTHERS, BY REGION, 2022-2027 (USD MILLION)

10 GEOGRAPHIC ANALYSIS

  • 10.1 INTRODUCTION
    • FIGURE 39 CHINA, SOUTH KOREA, AND US ARE EMERGING AS NEW HOTSPOTS IN AI IN MANUFACTURING MARKET
    • FIGURE 40 APAC TO DOMINATE AI IN MANUFACTURING MARKET DURING FORECAST PERIOD
    • TABLE 103 AI IN MANUFACTURING MARKET, BY REGION, 2018-2021 (USD MILLION)
    • TABLE 104 AI IN MANUFACTURING MARKET, BY REGION, 2022-2027 (USD MILLION)
  • 10.2 NORTH AMERICA
    • FIGURE 41 SNAPSHOT: AI IN MANUFACTURING MARKET IN NORTH AMERICA
    • TABLE 105 AI IN MANUFACTURING MARKET IN NORTH AMERICA, BY COUNTRY, 2018-2021 (USD MILLION)
    • TABLE 106 AI IN MANUFACTURING MARKET IN NORTH AMERICA, BY COUNTRY, 2022-2027 (USD MILLION)
    • TABLE 107 AI IN MANUFACTURING MARKET IN NORTH AMERICA FOR HARDWARE, BY COUNTRY, 2018-2021 (USD MILLION)
    • TABLE 108 AI IN MANUFACTURING MARKET IN NORTH AMERICA FOR HARDWARE, BY COUNTRY, 2022-2027 (USD MILLION)
    • TABLE 109 AI IN MANUFACTURING MARKET IN NORTH AMERICA FOR SOFTWARE, BY COUNTRY, 2018-2021 (USD MILLION)
    • TABLE 110 AI IN MANUFACTURING MARKET IN NORTH AMERICA FOR SOFTWARE, BY COUNTRY, 2022-2027 (USD MILLION)
    • TABLE 111 AI IN MANUFACTURING MARKET IN NORTH AMERICA FOR SERVICES, BY COUNTRY, 2018-2021 (USD MILLION)
    • TABLE 112 AI IN MANUFACTURING MARKET IN NORTH AMERICA FOR SERVICES, BY COUNTRY, 2022-2027 (USD MILLION)
    • TABLE 113 AI IN MANUFACTURING MARKET IN NORTH AMERICA, BY INDUSTRY, 2018-2021 (USD MILLION)
    • TABLE 114 AI IN MANUFACTURING MARKET IN NORTH AMERICA, BY INDUSTRY, 2022-2027 (USD MILLION)
    • 10.2.1 US
      • 10.2.1.1 Speedy adoption of IIoT and industrial robots is boosting adoption of AI
    • TABLE 115 AI IN MANUFACTURING MARKET IN US, BY OFFERING, 2018-2021 (USD MILLION)
    • TABLE 116 AI IN MANUFACTURING MARKET IN US, BY OFFERING, 2022-2027 (USD MILLION)
    • 10.2.2 CANADA
      • 10.2.2.1 Emergence of various AI-based startups is supporting growth of AI in manufacturing market in Canada
    • TABLE 117 AI IN MANUFACTURING MARKET IN CANADA, BY OFFERING, 2018-2021 (USD MILLION)
    • TABLE 118 AI IN MANUFACTURING MARKET IN CANADA, BY OFFERING, 2022-2027 (USD MILLION)
    • 10.2.3 MEXICO
      • 10.2.3.1 Inflow of investments in manufacturing sector fosters market growth in Mexico
    • TABLE 119 AI IN MANUFACTURING MARKET IN MEXICO, BY OFFERING, 2018-2021 (USD MILLION)
    • TABLE 120 AI IN MANUFACTURING MARKET IN MEXICO, BY OFFERING, 2022-2027 (USD MILLION)
  • 10.3 EUROPE
    • FIGURE 42 SNAPSHOT: AI IN MANUFACTURING MARKET IN EUROPE
    • TABLE 121 AI IN MANUFACTURING MARKET IN EUROPE, BY COUNTRY, 2018-2021 (USD MILLION)
    • TABLE 122 AI IN MANUFACTURING MARKET IN EUROPE, BY COUNTRY, 2022-2027 (USD MILLION)
    • FIGURE 43 GERMANY HELD LARGEST SHARE OF AI IN MANUFACTURING MARKET IN EUROPE FOR HARDWARE IN 2021
    • TABLE 123 AI IN MANUFACTURING MARKET IN EUROPE FOR HARDWARE, BY COUNTRY, 2018-2021 (USD MILLION)
    • TABLE 124 AI IN MANUFACTURING MARKET IN EUROPE FOR HARDWARE, BY COUNTRY, 2022-2027 (USD MILLION)
    • TABLE 125 AI IN MANUFACTURING MARKET IN EUROPE FOR SOFTWARE, BY COUNTRY, 2018-2021 (USD MILLION)
    • TABLE 126 AI IN MANUFACTURING MARKET IN EUROPE FOR SOFTWARE, BY COUNTRY, 2022-2027 (USD MILLION)
    • TABLE 127 AI IN MANUFACTURING MARKET IN EUROPE FOR SERVICES, BY COUNTRY, 2018-2021 (USD MILLION)
    • TABLE 128 AI IN MANUFACTURING MARKET IN EUROPE FOR SERVICES, BY COUNTRY, 2022-2027(USD MILLION)
    • TABLE 129 AI IN MANUFACTURING MARKET IN EUROPE, BY INDUSTRY, 2018-2021 (USD MILLION)
    • TABLE 130 AI IN MANUFACTURING MARKET IN EUROPE, BY INDUSTRY, 2022-2027 (USD MILLION)
    • 10.3.1 GERMANY
      • 10.3.1.1 Implementation of big data in manufacturing plants has resulted in adoption of AI-based solutions in Germany
    • TABLE 131 AI IN MANUFACTURING MARKET IN GERMANY, BY OFFERING, 2018-2021 (USD MILLION)
    • TABLE 132 AI IN MANUFACTURING MARKET IN GERMANY, BY OFFERING, 2022-2027 (USD MILLION)
    • 10.3.2 UK
      • 10.3.2.1 Favorable environment for R&D has led to innovations in field of AI in manufacturing in UK
    • TABLE 133 AI IN MANUFACTURING MARKET IN UK, BY OFFERING, 2018-2021 (USD MILLION)
    • TABLE 134 AI IN MANUFACTURING MARKET IN UK, BY OFFERING, 2022-2027 (USD MILLION)
    • 10.3.3 FRANCE
      • 10.3.3.1 Proliferation of AI startups augments market growth in France
    • TABLE 135 AI IN MANUFACTURING MARKET IN FRANCE, BY OFFERING, 2018-2021 (USD MILLION)
    • TABLE 136 AI IN MANUFACTURING MARKET IN FRANCE, BY OFFERING, 2022-2027 (USD MILLION)
    • 10.3.4 ITALY
      • 10.3.4.1 Adoption of smart factory and AI-based solutions by manufacturers spurs market growth in Italy
    • TABLE 137 AI IN MANUFACTURING MARKET IN ITALY, BY OFFERING, 2018-2021 (USD MILLION)
    • TABLE 138 AI IN MANUFACTURING MARKET IN ITALY, BY OFFERING, 2022-2027 (USD MILLION)
    • 10.3.5 SPAIN
      • 10.3.5.1 Accelerating adoption of AI-based predictive maintenance system in manufacturing sector in Spain spurs market growth
    • TABLE 139 AI IN MANUFACTURING MARKET IN SPAIN, BY OFFERING, 2018-2021 (USD MILLION)
    • TABLE 140 AI IN MANUFACTURING MARKET IN SPAIN, BY OFFERING, 2022-2027 (USD MILLION)
    • 10.3.6 REST OF EUROPE
    • TABLE 141 AI IN MANUFACTURING MARKET IN REST OF EUROPE, BY OFFERING, 2018-2021 (USD MILLION)
    • TABLE 142 AI IN MANUFACTURING MARKET IN REST OF EUROPE, BY OFFERING, 2022-2027 (USD MILLION)
  • 10.4 APAC
    • FIGURE 44 SNAPSHOT: AI IN MANUFACTURING MARKET IN ASIA PACIFIC
    • TABLE 143 AI IN MANUFACTURING MARKET IN APAC, BY COUNTRY, 2018-2021 (USD MILLION)
    • TABLE 144 AI IN MANUFACTURING MARKET IN APAC, BY COUNTRY, 2022-2027 (USD MILLION)
    • TABLE 145 AI IN MANUFACTURING MARKET IN APAC FOR HARDWARE, BY COUNTRY, 2018-2021 (USD MILLION)
    • TABLE 146 AI IN MANUFACTURING MARKET IN APAC FOR HARDWARE, BY COUNTRY, 2022-2027 (USD MILLION)
    • TABLE 147 AI IN MANUFACTURING MARKET IN APAC FOR SOFTWARE, BY COUNTRY, 2018-2021 (USD MILLION)
    • TABLE 148 AI IN MANUFACTURING MARKET IN APAC FOR SOFTWARE, BY COUNTRY, 2022-2027 (USD MILLION)
    • TABLE 149 AI IN MANUFACTURING MARKET IN APAC FOR SERVICES, BY COUNTRY, 2018-2021 (USD MILLION)
    • TABLE 150 AI IN MANUFACTURING MARKET IN APAC FOR SERVICES, BY COUNTRY, 2022-2027 (USD MILLION)
    • TABLE 151 AI IN MANUFACTURING MARKET IN APAC, BY INDUSTRY, 2018-2021 (USD MILLION)
    • TABLE 152 AI IN MANUFACTURING MARKET IN APAC, BY INDUSTRY, 2022-2027 (USD MILLION)
    • 10.4.1 CHINA
      • 10.4.1.1 Rapid adoption of AI in well-established manufacturing sector underpins market growth in China
    • TABLE 153 AI IN MANUFACTURING MARKET IN CHINA, BY OFFERING, 2018-2021 (USD MILLION)
    • TABLE 154 AI IN MANUFACTURING MARKET IN CHINA, BY OFFERING, 2022-2027 (USD MILLION)
    • 10.4.2 JAPAN
      • 10.4.2.1 Presence of world-leading manufacturing companies boosts AI in manufacturing market growth in Japan
    • TABLE 155 AI IN MANUFACTURING MARKET IN JAPAN, BY OFFERING, 2018-2021 (USD MILLION)
    • TABLE 156 AI IN MANUFACTURING MARKET IN JAPAN, BY OFFERING, 2022-2027 (USD MILLION)
    • 10.4.3 SOUTH KOREA
      • 10.4.3.1 Introduction of automation in manufacturing industries is driving market for AI in manufacturing in South Korea
    • TABLE 157 AI IN MANUFACTURING MARKET IN SOUTH KOREA, BY OFFERING, 2018-2021 (USD MILLION))
    • TABLE 158 AI IN MANUFACTURING MARKET IN SOUTH KOREA, BY OFFERING, 2022-2027 (USD MILLION)
    • 10.4.4 INDIA
      • 10.4.4.1 AI in manufacturing industry is still in its nascent stage in India
    • TABLE 159 AI IN MANUFACTURING MARKET IN INDIA, BY OFFERING, 2018-2021 (USD MILLION)
    • TABLE 160 AI IN MANUFACTURING MARKET IN INDIA, BY OFFERING, 2022-2027 (USD MILLION)
    • 10.4.5 REST OF APAC
    • TABLE 161 AI IN MANUFACTURING MARKET IN REST OF APAC, BY OFFERING, 2018-2021 (USD MILLION)
    • TABLE 162 AI IN MANUFACTURING MARKET IN REST OF APAC, BY OFFERING, 2022-2027 (USD MILLION)
  • 10.5 ROW
    • FIGURE 45 SNAPSHOT: AI IN MANUFACTURING MARKET IN ROW
    • TABLE 163 AI IN MANUFACTURING MARKET IN ROW, BY REGION, 2018-2021 (USD MILLION)
    • TABLE 164 AI IN MANUFACTURING MARKET IN ROW, BY REGION, 2022-2027 (USD MILLION)
    • TABLE 165 AI IN MANUFACTURING MARKET IN ROW FOR HARDWARE, BY REGION, 2018-2021(USD MILLION)
    • TABLE 166 AI IN MANUFACTURING MARKET IN ROW FOR HARDWARE, BY REGION, 2022-2027 (USD MILLION)
    • TABLE 167 AI IN MANUFACTURING MARKET IN ROW FOR SOFTWARE, BY REGION, 2018-2021 (USD MILLION)
    • TABLE 168 AI IN MANUFACTURING MARKET IN ROW FOR SOFTWARE, BY REGION, 2022-2027 (USD MILLION)
    • TABLE 169 AI IN MANUFACTURING MARKET IN ROW FOR SERVICES, BY REGION, 2018-2021 (USD MILLION)
    • TABLE 170 AI IN MANUFACTURING MARKET IN ROW FOR SERVICES, BY REGION, 2022-2027 (USD MILLION)
    • TABLE 171 AI IN MANUFACTURING MARKET IN ROW, BY INDUSTRY, 2018-2021 (USD MILLION)
    • TABLE 172 AI IN MANUFACTURING MARKET IN ROW, BY INDUSTRY, 2022-2027 (USD MILLION)
    • 10.5.1 SOUTH AMERICA
      • 10.5.1.1 Surging investments in IT infrastructure to favor AI in manufacturing market growth in South America
    • TABLE 173 AI IN MANUFACTURING MARKET IN SOUTH AMERICA, BY OFFERING, 2018-2021 (USD MILLION)
    • TABLE 174 AI IN MANUFACTURING MARKET IN SOUTH AMERICA, BY OFFERING, 2022-2027 (USD MILLION)
    • 10.5.2 MIDDLE EAST AND AFRICA
      • 10.5.2.1 Growing manufacturing expenditure in Israel, Middle East, and North Africa is key driver for AI in manufacturing market
    • TABLE 175 AI IN MANUFACTURING MARKET IN MIDDLE EAST & AFRICA, BY OFFERING, 2018-2021 (USD MILLION)
    • TABLE 176 AI IN MANUFACTURING MARKET IN MIDDLE EAST & AFRICA, BY OFFERING, 2022-2027 (USD MILLION)

11 COMPETITIVE LANDSCAPE

  • 11.1 INTRODUCTION
  • 11.2 REVENUE ANALYSIS: TOP COMPANIES
    • FIGURE 46 DOMINANCE OF TOP 3 PLAYERS IN AI IN MANUFACTURING MARKET IN LAST 3 YEARS
  • 11.3 STRATEGIES ADOPTED BY KEY PLAYERS
    • TABLE 177 OVERVIEW OF STRATEGIES ADOPTED BY PLAYERS IN AI IN MANUFACTURING MARKET
  • 11.4 MARKET SHARE ANALYSIS, 2021
    • TABLE 178 AI IN MANUFACTURING MARKET: DEGREE OF COMPETITION
    • FIGURE 47 AI IN MANUFACTURING MARKET SHARE, BY COMPANY (2021)
  • 11.5 COMPANY EVALUATION QUADRANT
    • 11.5.1 STAR
    • 11.5.2 PERVASIVE
    • 11.5.3 EMERGING LEADER
    • 11.5.4 PARTICIPANT
    • FIGURE 48 AI IN MANUFACTURING MARKET (GLOBAL) COMPANY EVALUATION QUADRANT, 2021
  • 11.6 AI IN MANUFACTURING MARKET: COMPANY FOOTPRINT
    • 11.6.1 APPLICATION AND REGIONAL FOOTPRINT OF TOP PLAYERS
    • TABLE 179 APPLICATION AND REGIONAL FOOTPRINT OF TOP COMPANIES
    • TABLE 180 APPLICATION FOOTPRINT OF COMPANIES
    • TABLE 181 REGIONAL FOOTPRINT OF COMPANIES
  • 11.7 SMALL AND MEDIUM ENTERPRISES (SME) EVALUATION QUADRANT, 2021
    • 11.7.1 PROGRESSIVE COMPANY
    • 11.7.2 RESPONSIVE COMPANY
    • 11.7.3 DYNAMIC COMPANY
    • 11.7.4 STARTING BLOCK
    • FIGURE 49 AI IN MANUFACTURING MARKET (GLOBAL) SME EVALUATION QUADRANT, 2021
  • 11.8 COMPETITIVE SITUATIONS & TRENDS
    • TABLE 182 AI IN MANUFACTURING MARKET: PRODUCT LAUNCHES
    • TABLE 183 AI IN MANUFACTURING MARKET: DEALS
  • 11.9 COMPETETIVE BENCHMARKING
    • TABLE 184 AI IN MANUFACTURING MARKET: DETAILED LIST OF KEY STARTUPS/SMES
    • TABLE 185 AI IN MANUFACTURING MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES

12 COMPANY PROFILE

  • (Business Overview, Products Offered, Product Launches, Deals, Recent Developments, and MnM View)**
  • 12.1 KEY PLAYERS
    • 12.1.1 NVIDIA
    • TABLE 186 NVIDIA: BUSINESS OVERVIEW
    • FIGURE 50 NVIDIA: COMPANY SNAPSHOT
    • 12.1.2 IBM
    • TABLE 187 IBM: BUSINESS OVERVIEW
    • FIGURE 51 IBM: COMPANY SNAPSHOT
    • 12.1.3 INTEL
    • TABLE 188 INTEL: BUSINESS OVERVIEW
    • FIGURE 52 INTEL: COMPANY SNAPSHOT
    • 12.1.4 SIEMENS
    • TABLE 189 SIEMENS: BUSINESS OVERVIEW
    • FIGURE 53 SIEMENS: COMPANY SNAPSHOT
    • 12.1.5 GENERAL ELECTRIC (GE) COMPANY
    • TABLE 190 GENERAL ELECTRIC: BUSINESS OVERVIEW
    • FIGURE 54 GENERAL ELECTRIC: COMPANY SNAPSHOT
    • 12.1.6 GOOGLE
    • TABLE 191 GOOGLE: BUSINESS OVERVIEW
    • FIGURE 55 GOOGLE: COMPANY SNAPSHOT
    • 12.1.7 MICROSOFT CORPORATION
    • TABLE 192 MICROSOFT CORPORATION: BUSINESS OVERVIEW
    • FIGURE 56 MICROSOFT CORPORATION: COMPANY SNAPSHOT
    • 12.1.8 MICRON TECHNOLOGY
    • TABLE 193 MICRON TECHNOLOGY: BUSINESS OVERVIEW
    • FIGURE 57 MICRON TECHNOLOGY: COMPANY SNAPSHOT
    • 12.1.9 AMAZON WEB SERVICES (AWS)
    • TABLE 194 AWAZON WEB SERVICES: BUSINESS OVERVIEW
    • FIGURE 58 AMAZON WEB SERVICES: COMPANY SNAPSHOT
    • 12.1.10 SIGHT MACHINE
    • TABLE 195 SIGHT MACHINE: BUSINESS OVERVIEW
  • 12.2 OTHER COMPANIES
    • 12.2.1 PROGRESS SOFTWARE CORPORATION (DATARPM)
    • 12.2.2 AIBRAIN
    • 12.2.3 GENERAL VISION
    • 12.2.4 ROCKWELL AUTOMATION
    • 12.2.5 CISCO SYSTEMS
    • 12.2.6 MITSUBISHI ELECTRIC
    • 12.2.7 ORACLE
    • 12.2.8 SAP
    • 12.2.9 VICARIOUS
    • 12.2.10 UBTECH ROBOTICS
    • 12.2.11 AQUANT
    • 12.2.12 BRIGHT MACHINES
    • 12.2.13 RETHINK ROBOTICS GMBH
    • 12.2.14 SPARKCOGNITION
    • 12.2.15 FLUTURA
  • * Business Overview, Products Offered, Product Launches, Deals, Recent Developments, and MnM View might not be captured in case of unlisted companies.

13 APPENDIX

  • 13.1 INSIGHTS OF INDUSTRY EXPERTS
  • 13.2 DISCUSSION GUIDE
  • 13.3 KNOWLEDGE STORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
  • 13.4 AVAILABLE CUSTOMIZATIONS
  • 13.5 RELATED REPORTS
  • 13.6 AUTHOR DETAILS