GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET FORECAST 2019-2027

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GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET FORECAST 2019-2027

Global Artificial Intelligence in manufacturing market deals with the adoption of artificial intelligence technologies in the manufacturing sector. The use of Artificial Intelligence paves the way for intensive industrial automation. The global artificial intelligence in manufacturing market was valued at $588.51 million in 2018 & is estimated to generate net revenue of approximately $24029.47 million by 2027, growing at a CAGR of 51.31%.  The base year considered for the market study is 2018 & the forecasted period is between 2019 & 2027.

GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET FORECAST 2019-2027

Global Artificial Intelligence (AI) in Manufacturing Market  by Deployment (on-premise, Cloud) by Offering (Hardware, Software) by Technology (Computer Vision, Deep Learning, Natural Language Processing, Context Awareness) by Application (Predictive Maintenance & Machinery Inspection, Material Movement, Production Planning, Field Service, Quality Control, Reclamation) by Industry (Automobile, Energy & Power, Pharmaceuticals, Heavy Metals & Machine Manufacturing, Semiconductors & Electronics, Food & Beverages, Other Industries) by Geography.

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Global Artificial Intelligence in manufacturing market deals with the adoption of artificial intelligence technologies in the manufacturing sector. The use of Artificial Intelligence paves the way for intensive industrial automation. The global artificial intelligence in manufacturing market was valued at $588.51 million in 2018 & is estimated to generate net revenue of approximately $24029.47 million by 2027, growing at a CAGR of 51.31%. The base year considered for the market study is 2018 & the forecasted period is between 2019 & 2027. The global AI in the manufacturing market is driven by:

  • The emergence of Industry 4.0
  • Intensive adoption of robots in manufacturing
  • Rapid technology advancements & implementation of AI in manufacturing industry
  • Increased adoption of Big Data technologies in manufacturing industry
  • The surge in the manufacturing sector across the world

Artificial Intelligence (AI) in manufacturing market

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However, the emergence of Industry 4.0 across the globe & growing big data technology in manufacturing are the primary factors creating an affluent platform for the adoption of AI in manufacturing. Industry 4.0 includes focussing on adoption of AI including automation machine learning, deep learning & advanced technologies to bring automation, perform predictive analysis, enhance security, reduce energy loss & others.

Further, subsequent investment can be seen in the industry for boosting the adoption of IoT solutions. For instance, as per the World Economic Forum, manufacturers are expected to invest $XX billion for adopting IoT solutions by 2020. Furthermore, growing big data technology in the lead to the development of cost-effective products & ease the access platform for manufacturing industries. For instance, as per the Information Technology & Innovation Foundation (U.S.), manufacturers increased their investment in cloud services & big data share in their annual IT budget by XX% from 2015 to 2017.

Automotive accounts the largest share in the industry segment with around 26.15% market share in global AI in the manufacturing market in 2018. Artificial Intelligence in their manufacturing process helps in eliminating errors, reduction in defects, and others. AI-based manufacturing machines can detect defects up to XX% more accurately in the manufacturing process as compared to humans. Moreover, the adoption of AI helps in reducing errors by XX% to XX%. Also, the rising production of automobiles across the globe is also expected to supplement the adoption of AI in the automotive industry owing to offered benefits in manufacturing such as the reduction in defects, cost-effective production & others. For instance, as per the International Organization of Motor Vehicle Manufacturers (OICA), production of cars across the globe was estimated at XX numbers in 2017, increasing by xx% throughout 2016-2017.

On the other hand, energy & power market is projected to grow the fastest in the market at CAGR of XX% during the forecasted period of 2019-2027. Increasing demand for cost-effective generation of power, reliable & clean energy is expected to promote the adoption of artificial intelligence in energy & power sector. Artificial Intelligence helps in managing & controlling the power grid systems effectively for generating electricity. Thus, for the purpose of almost accurate energy management, power generation companies are promoting the adoption of Artificial Intelligence services & solutions. For instance, as per American Society of Mechanical Engineers (ASME), Grid Resilience & Intelligence Project has raised a fund of $XX million to adopt Artificial Intelligence & machine learning solutions in developing an autonomous power grid in the United States.

On the flip side, global AI in manufacturing market growth is restricted by the limited presence of skilled workforce coupled with concerns related to data privacy & security. According to Digital Impacts supported by the Bill & Melinda Gates Foundation, the world is facing an acute shortage of data scientists & even more in Asian countries due to lack of universities offering data science programs. Data scientists play an important role in designing, developing & training artificial intelligence & technology. Several instances of technological failures due to lack of expertise required caused major losses to the marketers, thus, hindering the market growth. One such instance of major failure is the death caused while testing the driverless car enabled with AI technologies. The experts failed to efficiently analyze the logistics & associated constraints of the autonomous vehicle that resulted in an accident.

Report scope of global artificial intelligence in manufacturing market covers segmentation analysis of deployment, offering, technology, application & industry.

Market by Deployment:

  • Cloud
  • On-Premise

Market by Offering:

  • Hardware
  • Software
    • Al platform
    • Al solution

Market by Technology:

  • Computer vision
  • Deep learning
  • Natural language processing
  • Context awareness

Market by Application:

  • Field Service
  • Material Movement
  • Predictive Maintenance & Machinery Inspection
  • Production Planning
  • Quality Control Reclamation

Market by Industry:

  • Automobile
  • Energy & Power
  • Food & Beverages
  • Heavy Metals & Machine Manufacturing
  • Pharmaceuticals
  • Semiconductor & Electronics
  • Others

The total market revenue is calculated on the basis of the adoption of artificial intelligence technologies across various applications by industries. However, the report excludes revenues generated from the installation & maintenance of hardware.

On the basis of geography, the global artificial intelligence in manufacturing market has been segmented into four major regions, namely:

Geographically, Asia Pacific is the fastest-growing region for Artificial Intelligence in the manufacturing market during the forecast period. The fastest growth rate of the Asia Pacific market is attributed towards various facts such as investments in AI technologies, well-established end-user industries coupled with a focus towards the adoption of novel technologies in the manufacturing sector & others. The increasing manufacturing output along with the advent of automation in the industrial sector is positively influencing the Asia Pacific market. In 2018, the Center for Product Design & Manufacturing (CPDM) at Indian Institute of Science (IISc) announced to set up India’s first smart factory. This smart factory functions completely with the help of automation & IoT.

Moreover, as per New Internationalist (Japan), Japan is the world leader in robotics & is deploying AI in the manufacturing sector. According to Ministry of Economy, Trade & Industry (METI), Japan advanced manufacturing industry is growing at a significant pace & expected to value $XX billion by 2020 including IoT related technologies & smart factory adoption.

However, North America is the dominant region for Artificial intelligence in manufacturing market with 45.58% market share in 2018 in terms of revenue. The dominance of North America is attributed to the fact of the presence of the majority of the key players that are offering their solutions in the region. These include IBM Corporation (U.S.), Intel Corporation (U.S.), Microsoft Corporation (U.S.), Rockwell Automation Inc. (U.S.), Sight Machine (U.S.) & others. Additionally, North America has been identified as one region that has witnessed wide adoption of artificial intelligence across all the major end user industries.

According to the International Federation of Robotics (IFR), in 2016, XX% of all North American industrial robotics orders were accounted for by the automotive industry. Furthermore, government inclination towards AI adoption, investments in AI technologies coupled with the huge adoption of Big Data, cloud computing, IoT, etc. have positively influenced the North America market. For instance, with the adoption of Industry 4.0, Canadian entrepreneurs have boosted their productivity by XX% & have reduced their operating costs (XX %) across the country.

Global AI in the manufacturing market has been segmented on the basis of deployment, offering, technique, application & industry. Market by deployment mode is divided into on-premises & cloud. Different offering majorly includes hardware & software (AI platforms & AI solutions). Based on technology, the market is segmented into computer vision, deep learning, natural language processing, and context awareness. The market segment by application comprises of several applications involved in AI in manufacturing including, predictive maintenance & machinery inspection, material movement, production planning, field services, quality control & reclamation. The market segmented by industry comprises of several manufacturing industries that shows the adoption of Artificial Intelligence technologies in automobile, energy & power, pharmaceuticals, heavy metals & machine manufacturing, semiconductor & electronics, food & beverages & others.

Some of the major key players involved in global AI in manufacturing market are:

  • Microsoft Corporation
  • Rockwell Automation
  • International Business Machine
  • Cisco Systems Inc.
  • Alphabet Inc.
  • And other companies

The market share analysis along with company profiles of prominent market players are discussed in detail. Most of the companies are looking for strategies such as mergers & acquisitions, partnerships, contracts, agreements, & new product launches, to gain a competitive edge over other companies. For instance, In October 2018, General Vision, Inc. & the Singapore based Artificial Intelligence Company, Longway A.I. Technologies Pte Ltd. signed a research collaboration agreement for the development of a 2.5 SSD, Cognitive SSD (solid-state drive).

In October 2018, IBM acquired Red Hat in order to cope up with the modernizing IT moving from a legacy world with data center, proprietary technologies to the digital environment with open source software, a high degree of automation. In April 2018, Intel Corporation launched Saffron AI platform specifically designed for aerospace & manufacturing industries that will improve quality of product & optimize the supply chain. In February 2018, Mitsubishi Electric Corporation (Japan) developed smart-control artificial-intelligence (AI) technology that enables devices including industrial robots to quickly grasp & adapt in real-time for altering conditions of target objects.

Key findings of the global AI in manufacturing market

  • North America leads the global Artificial Intelligence in manufacturing market by capturing the largest market share in 2018.
  • Increasing operational efficiency in manufacturing firm is an opportunity for the AI in the manufacturing market to proliferate during the forecast years.
  • Asia Pacific Artificial Intelligence in the manufacturing market is anticipated to grow at the highest CAGR of XX% during the forecast period of 2019-2027.
  • Automation would be a key parameter for delivering Artificial Intelligence into the manufacturing sector.
  • Predictive maintenance & machinery inspection market accounted the largest market share in 2018.

  1. RESEARCH SCOPE
    • STUDY GOALS
    • SCOPE OF THE MARKET STUDY
    • WHO WILL FIND THIS REPORT USEFUL?
    • STUDY & FORECASTING YEARS
  2. RESEARCH METHODOLOGY
    • SOURCES OF DATA
      • SECONDARY DATA
      • PRIMARY DATA
    • TOP-DOWN APPROACH
    • BOTTOM-UP APPROACH
    • DATA TRIANGULATION
  3. EXECUTIVE SUMMARY
    • MARKET SUMMARY
    • KEY FINDINGS
      • SURGE IN THE MANUFACTURING SECTOR ACROSS THE WORLD
      • RISING ADOPTION OF IOT DEVICES
      • DEEP LEARNING- FASTEST GROWING TECHNOLOGY TYPE
      • PREDICTIVE MAINTENANCE & MACHINERY INSPECTION DOMINATED THE MARKET BY APPLICATION
      • SOFTWARE SEGMENT IS PROJECTED TO GROW AT THE HIGHEST PACE
  1. MARKET DYNAMICS
    • ETYMOLOGY OF ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING
    • PARENT MARKET ANALYSIS: ARTIFICIAL INTELLIGENCE MARKET
    • MARKET SCOPE & DEFINITION
    • MARKET DRIVERS
      • EMERGENCE OF INDUSTRY 4.0
      • INTENSIVE ADOPTION OF ROBOTS IN MANUFACTURING
      • RAPID TECHNOLOGY ADVANCEMENTS & IMPLEMENTATION OF AI IN MANUFACTURING INDUSTRY
      • INCREASED ADOPTION OF BIG DATA TECHNOLOGIES IN MANUFACTURING INDUSTRY
    • MARKET RESTRAINTS
      • THREAT TO HUMAN DIGNITY & OTHER OBJECTIONS
      • LIMITED PRESENCE OF SKILLED WORKFORCE
    • MARKET OPPORTUNITIES
      • INCREASING DEMAND FOR AUTOMATION SUPPLEMENTING DEMAND FOR AI IN MANUFACTURING
      • IMPROVED PRODUCTIVITY & OPERATIONAL EFFICIENCY
      • GROWING DEMAND FROM DEVELOPING REGIONS
    • MARKET CHALLENGES
      • ISSUES RELATED TO DATA PRIVACY & SECURITY
  1. MARKET BY DEPLOYMENT
    • ON-PREMISE
    • CLOUD
  2. MARKET BY OFFERING
    • HARDWARE
    • SOFTWARE
      • AI PLATFORM
      • AI SOLUTION
  1. MARKET BY TECHNOLOGY
    • COMPUTER VISION
    • DEEP LEARNING
    • NATURAL LANGUAGE PROCESSING
    • CONTEXT AWARENESS
  2. MARKET BY APPLICATION
    • PREDICTIVE MAINTENANCE & MACHINERY INSPECTION
    • MATERIAL MOVEMENT
    • PRODUCTION PLANNING
    • FIELD SERVICE
    • QUALITY CONTROL
    • RECLAMATION
  3. MARKET BY INDUSTRY
    • AUTOMOBILE
    • ENERGY & POWER
    • PHARMACEUTICALS
    • HEAVY METALS & MACHINE MANUFACTURING
    • SEMICONDUCTORS & ELECTRONICS
    • FOOD & BEVERAGES
    • OTHER INDUSTRIES
  4. KEY ANALYTICS
    • PORTER’S FIVE FORCE MODEL
      • THREAT OF NEW ENTRANTS
      • THREAT OF SUBSTITUTE
      • BARGAINING POWER OF SUPPLIERS
      • BARGAINING POWER OF BUYERS
      • THREAT OF COMPETITIVE RIVALRY
    • KEY BUYING CRITERIA
      • MODE OF DEPLOYMENT
      • PRICE
      • APPLICATION
    • OPPORTUNITY MATRIX
    • VENDOR LANDSCAPE
    • VALUE CHAIN ANALYSIS
      • SUPPLIERS
      • MANUFACTURERS
      • END USERS
    • INVESTMENT ANALYSIS
      • BY REGION
      • BY TECHNOLOGY
      • BY INDUSTRY
  1. GEOGRAPHICAL ANALYSIS
    • NORTH AMERICA
      • UNITED STATES
      • CANADA
    • EUROPE
      • UNITED KINGDOM
      • GERMANY
      • FRANCE
      • SPAIN
      • ITALY
      • REST OF EUROPE
    • ASIA PACIFIC
      • CHINA
      • JAPAN
      • INDIA
      • AUSTRALIA
      • SOUTH KOREA
      • REST OF ASIA PACIFIC
    • REST OF WORLD
      • LATIN AMERICA
      • MIDDLE EAST & AFRICA
  1. COMPETITIVE LANDSCAPE
    • MARKET SHARE ANALYSIS
    • KEY COMPANY ANALYSIS
    • CORPORATE STRATEGIES
      • PRODUCT LAUNCH & INNOVATION
      • PARTNERSHIP & COLLABORATION
      • MERGER & ACQUISITION
      • OTHER KEY STRATEGIES
    • COMPANY PROFILES
      • AIRBRAIN INC.
      • ALPHABET INC.
      • CISCO SYSTEMS, INC.
      • DATARPM (ACQUIRED BY PROGRESS)
      • GENERAL ELECTRIC COMPANY
      • GENERAL VISION, INC.
      • INTEL CORPORATION
      • INTERNATIONAL BUSINESS MACHINES CORPORATION
      • MICROSOFT CORPORATION
      • MITSUBISHI ELECTRIC CORPORATION
      • NVIDIA
      • ORACLE CORPORATION
      • ROCKWELL AUTOMATION, INC.
      • SIEMENS AG
      • SIGHT MACHINE

LIST OF TABLES

TABLE 1: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY GEOGRAPHY, 2019-2027 (IN $ MILLION)

TABLE 2: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY DEPLOYMENT, 2019-2027 (IN $ MILLION)

TABLE 3: GLOBAL ON PREMISE MARKET, BY REGION, 2019-2027 (IN $ MILLION)

TABLE 4: GLOBAL CLOUD MARKET, BY REGION, 2019-2027 (IN $ MILLION)

TABLE 5: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY OFFERING, 2019-2027 (IN $ MILLION)

TABLE 6: GLOBAL HARDWARE MARKET, BY REGION, 2019-2027 (IN $ MILLION)

TABLE 7: GLOBAL SOFTWARE MARKET, BY REGION, 2019-2027 (IN $ MILLION)

TABLE 8: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY SOFTWARE, 2019-2027 (IN $ MILLION)

TABLE 9: GLOBAL AI PLATFORM MARKET, BY REGION, 2019-2027 (IN $ MILLION)

TABLE 10: GLOBAL AI SOLUTION MARKET, BY REGION, 2019-2027 (IN $ MILLION)

TABLE 11: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY TECHNOLOGY, 2019-2027 (IN $ MILLION)

TABLE 12: GLOBAL COMPUTER VISION MARKET, BY REGION, 2019-2027 (IN $ MILLION)

TABLE 13: GLOBAL DEEP LEARNING MARKET, BY REGION, 2019-2027 (IN $ MILLION)

TABLE 14: GLOBAL NATURAL LANGUAGE PROCESSING MARKET, BY REGION, 2019-2027 (IN $ MILLION)

TABLE 15: GLOBAL CONTEXT AWARENESS MARKET, BY REGION, 2019-2027 (IN $ MILLION)

TABLE 16: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY APPLICATION, 2019-2027 (IN $ MILLION)

TABLE 17: GLOBAL PREDICTIVE MAINTENANCE & MACHINERY INSPECTION MARKET, BY REGION, 2019-2027 (IN $ MILLION)

TABLE 18: GLOBAL MATERIAL MOVEMENT MARKET, BY REGION, 2019-2027 (IN $ MILLION)

TABLE 19: GLOBAL PRODUCTION PLANNING MARKET, BY REGION, 2019-2027 (IN $ MILLION)

TABLE 20: GLOBAL FIELD SERVICE MARKET, BY REGION, 2019-2027 (IN $ MILLION)

TABLE 21: GLOBAL QUALITY CONTROL MARKET, BY REGION, 2019-2027 (IN $ MILLION)

TABLE 22: GLOBAL RECLAMATION MARKET, BY REGION, 2019-2027 (IN $ MILLION)

TABLE 23: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY INDUSTRY 2019-2027 (IN $ MILLION)

TABLE 24: GLOBAL AUTOMOBILE MARKET, BY REGION, 2019-2027 (IN $ MILLION)

TABLE 25: GLOBAL ENERGY & POWER MARKET, BY REGION, 2019-2027 (IN $ MILLION)

TABLE 26: GLOBAL PHARMACEUTICALS MARKET, BY REGION, 2019-2027 (IN $ MILLION)

TABLE 27: GLOBAL HEAVY METALS & MACHINE MANUFACTURING MARKET, BY REGION, 2019-2027 (IN $ MILLION)

TABLE 28: GLOBAL SEMICONDUCTORS & ELECTRONICS MARKET, BY REGION, 2019-2027 (IN $ MILLION)

TABLE 29: GLOBAL FOOD & BEVERAGES MARKET, BY REGION, 2019-2027 (IN $ MILLION)

TABLE 30: GLOBAL OTHER INDUSTRIES MARKET, BY REGION, 2019-2027 (IN $ MILLION)

TABLE 31: OPPORTUNITY MATRIX

TABLE 32: VENDOR LANDSCAPE

TABLE 33: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY GEOGRAPHY, 2019-2027 (IN $ MILLION)

TABLE 34: NORTH AMERICA ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY COUNTRY, 2019-2027 (IN $ MILLION)

TABLE 35: EUROPE ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY COUNTRY, 2019-2027 (IN $ MILLION)

TABLE 36: ASIA PACIFIC ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY COUNTRY, 2019-2027 (IN $ MILLION)

TABLE 37: REST OF WORLD ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY REGION, 2019-2027 (IN $ MILLION)

TABLE 38: LIST OF PRODUCT LAUNCH & INNOVATION

TABLE 39: LIST OF PARTNERSHIP & COLLABORATION

TABLE 40: LIST OF MERGER & ACQUISITIONS

TABLE 41: LIST OF OTHER KEY STRATEGIES

LIST OF FIGURES

FIGURE 1: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY INDUSTRY, 2018 & 2027 (IN %)

FIGURE 2: MANUFACTURING GROWTH ACROSS THE KEY GEOGRAPHIES, 2016-2017 (Q2) (IN %)

FIGURE 3: COMPARATIVE MANUFACTURING OUTPUT, 2016-2017 (Q2) (IN %)

FIGURE 4: WORLDWIDE IOT CONNECTED DEVICES, 2015-2020 (BILLION UNITS)

FIGURE 5: INSTALLED INDUSTRIAL ROBOTS IN MANUFACTURING INDUSTRY OF KEY COUNTRIES, 2016 (PER 10,000)

FIGURE 6: WAGES RELATED WITH AUTOMA ACTIVITIES ACROSS THE WORLD, 2017 (IN $ TRILLION)

FIGURE 7: TOP TARGETED MANUFACTURING INDUSTRY, 2015 (IN %)

FIGURE 8: MANUFACTURERS ATTACKED BY THE CYBER CRIMINALS WORLDWIDE, 2015 (IN %)

FIGURE 9: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY ON-PREMISE, 2019-2027 (IN $ MILLION)

FIGURE 10: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY CLOUD, 2019-2027 (IN $ MILLION)

FIGURE 11: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY HARDWARE, 2019-2027 (IN $ MILLION)

FIGURE 12: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY SOFTWARE, 2019-2027 (IN $ MILLION)

FIGURE 13: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY AI PLATFORM, 2019-2027 (IN $ MILLION)

FIGURE 14: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY AI SOLUTION, 2019-2027 (IN $ MILLION)

FIGURE 15: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY COMPUTER VISION, 2019-2027 (IN $ MILLION)

FIGURE 16: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY DEEP LEARNING, 2019-2027 (IN $ MILLION)

FIGURE 17: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY NATURAL LANGUAGE PROCESSING, 2019-2027 (IN $ MILLION)

FIGURE 18: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY CONTEXT AWARENESS, 2019-2027 (IN $ MILLION)

FIGURE 19: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY PREDICTIVE MAINTENANCE & MACHINERY INSPECTION, 2019-2027 (IN $ MILLION)

FIGURE 20: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY MATERIAL MOVEMENT, 2019-2027 (IN $ MILLION)

FIGURE 21: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY PRODUCTION PLANNING, 2019-2027 (IN $ MILLION)

FIGURE 22: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY FIELD SERVICE, 2019-2027 (IN $ MILLION)

FIGURE 23: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY QUALITY CONTROL, 2019-2027 (IN $ MILLION)

FIGURE 24: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY RECLAMATION, 2019-2027 (IN $ MILLION)

FIGURE 25: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY AUTOMOBILE, 2019-2027 (IN $ MILLION)

FIGURE 26: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY ENERGY & POWER, 2019-2027 (IN $ MILLION)

FIGURE 27: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY PHARMACEUTICALS, 2019-2027 (IN $ MILLION)

FIGURE 28: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY HEAVY METALS & MACHINE MANUFACTURING, 2019-2027 (IN $ MILLION)

FIGURE 29: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY SEMICONDUCTORS & ELECTRONICS, 2019-2027 (IN $ MILLION)

FIGURE 30: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY FOOD & BEVERAGES, 2019-2027 (IN $ MILLION)

FIGURE 31: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY OTHER INDUSTRIES, 2019-2027 (IN $ MILLION)

FIGURE 32: PORTER’S FIVE FORCE ANALYSIS

FIGURE 33: KEY BUYING IMPACT ANALYSIS

FIGURE 34: VALUE CHAIN ANALYSIS

FIGURE 35: INVESTMENT ANALYSIS OF ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY REGION, IN 2018

FIGURE 36: INVESTMENT ANALYSIS OF ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY TECHNOLOGY, IN 2018

FIGURE 37: INVESTMENT ANALYSIS OF ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, BY INDUSTRY, IN 2018

FIGURE 38: GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, REGIONAL OUTLOOK, 2018 & 2027 (IN %)

FIGURE 39: UNITED STATES ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, 2019-2027 (IN $ MILLION)

FIGURE 40: CANADA ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, 2019-2027 (IN $ MILLION)

FIGURE 41: UNITED KINGDOM ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, 2019-2027 (IN $ MILLION)

FIGURE 42: GERMANY ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, 2019-2027 (IN $ MILLION)

FIGURE 43: FRANCE ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, 2019-2027 (IN $ MILLION)

FIGURE 44: SPAIN ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, 2019-2027 (IN $ MILLION)

FIGURE 45: ITALY ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, 2019-2027 (IN $ MILLION)

FIGURE 46: REST OF EUROPE ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, 2019-2027 (IN $ MILLION)

FIGURE 47: CHINA ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, 2019-2027 (IN $ MILLION)

FIGURE 48: JAPAN ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, 2019-2027 (IN $ MILLION)

FIGURE 49: INDIA ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, 2019-2027 (IN $ MILLION)

FIGURE 50: AUSTRALIA ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, 2019-2027 (IN $ MILLION)

FIGURE 51: SOUTH KOREA ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, 2019-2027 (IN $ MILLION)

FIGURE 52: REST OF ASIA PACIFIC ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, 2019-2027 (IN $ MILLION)

FIGURE 53: LATIN AMERICA ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, 2019-2027 (IN $ MILLION)

FIGURE 54: MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE (AI) IN MANUFACTURING MARKET, 2019-2027 (IN $ MILLION)

FIGURE 55: MARKET SHARE ANALYSIS OF KEY PLAYERS IN 2018 (IN %)

  1. MARKET BY DEPLOYMENT
    • ON-PREMISE
    • CLOUD
  2. MARKET BY OFFERING
    • HARDWARE
    • SOFTWARE
      • AI PLATFORM
      • AI SOLUTION
  1. MARKET BY TECHNOLOGY
    • COMPUTER VISION
    • DEEP LEARNING
    • NATURAL LANGUAGE PROCESSING
    • CONTEXT AWARENESS
  2. MARKET BY APPLICATION
    • PREDICTIVE MAINTENANCE & MACHINERY INSPECTION
    • MATERIAL MOVEMENT
    • PRODUCTION PLANNING
    • FIELD SERVICE
    • QUALITY CONTROL
    • RECLAMATION
  3. MARKET BY INDUSTRY
    • AUTOMOBILE
    • ENERGY & POWER
    • PHARMACEUTICALS
    • HEAVY METALS & MACHINE MANUFACTURING
    • SEMICONDUCTORS & ELECTRONICS
    • FOOD & BEVERAGES
    • OTHER INDUSTRIES
  4. GEOGRAPHICAL ANALYSIS
    • NORTH AMERICA
      • UNITED STATES
      • CANADA
    • EUROPE
      • UNITED KINGDOM
      • GERMANY
      • FRANCE
      • SPAIN
      • ITALY
      • REST OF EUROPE
    • ASIA PACIFIC
      • CHINA
      • JAPAN
      • INDIA
      • AUSTRALIA
      • SOUTH KOREA
      • REST OF ASIA PACIFIC
    • REST OF WORLD
      • LATIN AMERICA
      • MIDDLE EAST & AFRICA

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