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製造業向け人工知能(AI)の世界市場:技術別、用途別2026年予測

Artificial Intelligence in Manufacturing Market by Offering (Hardware, Software, and Services), Technology (Machine Learning, Computer Vision, Context-Aware Computing, and NLP), Application, End-user Industry and Region - Global Forecast to 2026

出版元:MarketsandMarketsLinkIcon出版元について
発行年:2020年7月
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【レポート紹介】
製造業向け人工知能(AI)市場は今後大幅に拡大する見通しで、その世界市場規模は2020年の推計11億ドルから、2026年には167億ドルに達するとレポートでは予測しています。当レポートでは、2026年に至る製造業向け人工知能(AI)の世界市場予測(市場規模US$)、オファリング別市場(ハードウェア各種、ソフトウェア各種、サービス各種)、技術別市場(機械学習各種、自然言語処理、コンテキストアウェアコンピューティング、コンピュータビジョン)、用途別市場(予知保全/機械検査、材料運搬、生産計画、フィールドサービス、品質管理、サイバーセキュリティ、産業用ロボット、埋め立て)、産業別市場(自動車、エネルギー/電力、医薬品、重金属/機械製造、半導体/電子機器、食品/飲料、その他)、主要国地域別市場など、詳細な市場予測データと分析を掲載しています。また市場分析、競合状況、主要メーカー企業10社プロフィール動向などの情報も交えて、製造業向け人工知能市場の現在と今後展開を予測分析していきます。

【レポート構成概要】
◆製造業向け人工知能(AI)の世界市場予測2017-2026年
・市場規模(US$)

◆オファリング別、市場-2026年
ハードウェア
・プロセッサー
-MPU
-GPU
-FPGA
-ASIC

・メモリ
・ネットワーク

ソフトウェア
・AIソリューション
-オンプレミス
-クラウド

・AIプラットフォーム
-機械学習フレームワーク
-アプリケーションプログラムインターフェイス(API)

サービス
・導入/統合
・サポート/メンテナンス
※(市場規模US$) 

◆技術別、市場-2026年
機械学習
・ディープラーニング
・教師あり学習
・強化学習
・教師なし学習
・その他

自然言語処理
コンテキストアウェアコンピューティング
コンピュータビジョン
※(市場規模US$) 

◆用途別、市場-2026年
・予知保全/機械検査
・材料運搬
・生産計画
・フィールドサービス
・品質管理
・サイバーセキュリティ
・産業用ロボット
・埋め立て
※(市場規模US$) 

◆産業別、市場-2026年
・自動車
・エネルギー/電力
・医薬品
・重金属/機械製造
・半導体/電子機器
・食品/飲料
・その他
※(市場規模US$) 

◆主要国地域別市場-2026年
北米
・米国、カナダ、メキシコ
欧州
・ドイツ、英国、フランス、イタリア、スペイン
・その他欧州
アジア太平洋
・日本、中国、韓国、インド
・その他アジア太平洋
その他地域
・南米
・中東アフリカ
※地域別にオファリング大分類別、用途別、産業別の細分化データ掲載、詳細は目次参照
※国別にオファリング大分類別の細分化データ掲載

◆市場分析
・市場ダイナミクス(ドライバー、障壁、機会、課題)
・バリューチェーン分析
・使用事例
・COVID-19による製造業向け人工知能市場への影響
・競合状況

◆製造業向け人工知能の主要企業プロフィール動向
・NVIDIA
・INTEL
・IBM
・SIEMENS
・GENERAL ELECTRIC (GE) COMPANY
・GOOGLE
・MICROSOFT
・MICRON TECHNOLOGY
・AMAZON WEB SERVICES (AWS)
・SIGHT MACHINE

(その他企業)
・PROGRESS SOFTWARE CORPORATION (DATARPM)  
・AIBRAIN        
・GENERAL VISION      
・ROCKWELL AUTOMATION   
・CISCO SYSTEMS         
・三菱電機株式会社         
・ORACLE        
・SAP  
・VICARIOUS   
・UBTECH ROBOTICS  
・AQUANT       
・BRIGHT MACHINES  
・RETHINK ROBOTICS GMBH  
・SPARKCOGNITION   
・FLUTURA      
(全292頁)



【レポート詳細目次、データ項目一覧は当ページ下を参照ください】

英文詳細目次(table of contents)

【原文詳細目次】

Artificial Intelligence in Manufacturing Market by Offering (Hardware, Software, and Services), Technology (Machine Learning, Computer Vision, Context-Aware Computing, and NLP), Application, End-user Industry and Region - Global Forecast to 2026

Table of Contents

1.... INTRODUCTION

1.1             STUDY OBJECTIVES
1.2             MARKET DEFINITION
1.3             STUDY SCOPE
1.3.1              MARKETS COVERED.. 39
1.3.2              YEARS CONSIDERED.. 39
1.4             CURRENCY
1.5             STAKEHOLDERS

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
2.2.1.1            ESTIMATING MARKET SIZE BY BOTTOM-UP APPROACH (DEMAND SIDE)
・       FIGURE 2.... MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH
2.2.2              TOP-DOWN APPROACH.. 48
2.2.2.1            APPROACH FOR CAPTURING THE MARKET SHARE BY TOP-DOWN ANALYSIS (SUPPLY SIDE)
・       FIGURE 3..... MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH
2.3             MARKET BREAKDOWN AND DATA TRIANGULATION
・       FIGURE 4............................................... DATA TRIANGULATION
2.4             RESEARCH ASSUMPTIONS
・       TABLE 1....................... ASSUMPTIONS FOR THE RESEARCH STUDY

3.... EXECUTIVE SUMMARY

・       FIGURE 5............... AI IN MANUFACTURING MARKET, BY OFFERING,
2020 VS. 2026 (USD MILLION)
・       FIGURE 6.......... AI IN MANUFACTURING MARKET, BY TECHNOLOGY,
2017–2026 (USD MILLION)
・       FIGURE 7........... AI IN MANUFACTURING MARKET, BY APPLICATION,
2020 VS. 2026 (USD MILLION)
・       FIGURE 8... AI IN MANUFACTURING MARKET, BY INDUSTRY, 2020 VS. 2026
・       FIGURE 9.......... AI IN MANUFACTURING MARKET, BY REGION, 2019
3.1             COVID-19 IMPACT ANALYSIS: AI IN MANUFACTURING MARKET
・       FIGURE 10...... PRE- AND POST-COVID-19 SCENARIO ANALYSIS FOR
AI IN MANUFACTURING MARKET
3.1.1              PRE-COVID-19 SCENARIO
3.1.2              POST-COVID-19 SCENARIO

4.... PREMIUM INSIGHTS

4.1             ATTRACTIVE OPPORTUNITIES IN AI IN MANUFACTURING MARKET
・       FIGURE 11.............. GROWING BIG DATA IN MANUFACTURING AND INCREASING INDUSTRIAL AUTOMATION ARE MAJOR FACTORS DRIVING MARKET GROWTH
4.2             AI IN MANUFACTURING MARKET, BY OFFERING
・       FIGURE 12............... SOFTWARE TO HOLD LARGEST SHARE OF AI IN MANUFACTURING MARKET DURING FORECAST PERIOD
4.3             AI IN MANUFACTURING MARKET, BY TECHNOLOGY
・       FIGURE 13 AI IN MANUFACTURING MARKET FOR MACHINE LEARNING TO HOLD LARGEST SIZE FROM 2020 TO 2026
4.4             APAC: AI IN MANUFACTURING MARKET, BY INDUSTRY AND COUNTRY
・       FIGURE 14. CHINA HELD LARGEST SHARE OF AI IN MANUFACTURING MARKET IN
APAC IN 2019
4.5             AI IN MANUFACTURING MARKET, BY COUNTRY
・       FIGURE 15. CHINA HELD LARGEST SHARE OF AI IN MANUFACTURING MARKET IN 2019

5.... MARKET OVERVIEW

5.1             INTRODUCTION
5.2             MARKET DYNAMICS
・       FIGURE 16..... 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            INCREASINGLY LARGE AND COMPLEX DATASET
5.2.1.2            EVOLVING INDUSTRIAL IOT AND AUTOMATION
5.2.1.3            IMPROVING COMPUTING POWER
5.2.1.4            INCREASING VENTURE CAPITAL INVESTMENTS
5.2.2              RESTRAINTS
5.2.2.1            RELUCTANCE AMONG MANUFACTURERS TO ADOPT AI-BASED TECHNOLOGIES
5.2.3              OPPORTUNITIES
5.2.3.1            GROWTH IN OPERATIONAL EFFICIENCY OF MANUFACTURING PLANTS
5.2.3.2            APPLICATION OF AI FOR INTELLIGENT BUSINESS PROCESS
5.2.3.3            ADOPTION OF AUTOMATION TECHNOLOGIES TO CURB EFFECTS OF COVID-19

5.2.4              CHALLENGES
5.2.4.1            LIMITED SKILLED WORKFORCE
5.2.4.2            CONCERNS REGARDING DATA PRIVACY
5.2.4.3            SIGNIFICANT FINANCIAL AND OPERATIONAL IMPACT OF COVID-19 OUTBREAK ON MANUFACTURING
5.3             VALUE CHAIN ANALYSIS
・       FIGURE 17.... AI IN MANUFACTURING MARKET VALUE CHAIN IN 2019
5.4             CASE STUDIES
5.4.1              SIEMENS GAMESA USES FUJITSU’S AI SOLUTION TO ACCELERATE INSPECTION OF TURBINE BLADES
5.4.2              VOLVO USES MACHINE LEARNING-DRIVEN DATA ANALYTICS FOR PREDICTING BREAKDOWN AND FAILURES
5.4.3              ROLLS-ROYCE USING MICROSOFT CORTANA INTELLIGENCE FOR PREDICTIVE MAINTENANCE
5.4.4              PAPER PACKAGING FIRM USED SIGHT MACHINE’S ENTERPRISE MANUFACTURING ANALYTICS TO IMPROVE PRODUCTION
5.5             ADJACENT AND RELATED MARKETS

6.... ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY OFFERING

6.1             INTRODUCTION
・       TABLE 2. PRE-COVID-19 SCENARIO: AI IN MANUFACTURING MARKET, BY OFFERING, 2017–2026 (USD MILLION)
・       FIGURE 18.................. SOFTWARE TO HOLD LARGEST SIZE OF AI IN MANUFACTURING MARKET DURING FORECAST PERIOD
・       TABLE 3 AI IN MANUFACTURING MARKET, BY OFFERING, 2017–2019 (USD MILLION)
・       TABLE 4 AI IN MANUFACTURING MARKET, BY OFFERING, 2020–2026 (USD MILLION)
6.2             HARDWARE
・       TABLE 5............... AI IN MANUFACTURING MARKET, BY HARDWARE,
2017–2019 (USD MILLION)
・       TABLE 6............... AI IN MANUFACTURING MARKET, BY HARDWARE,
2020–2026 (USD MILLION)
・       TABLE 7.......... AI IN MANUFACTURING MARKET FOR HARDWARE, BY REGION,
2017–2019 (USD MILLION)
・       TABLE 8.......... AI IN MANUFACTURING MARKET FOR HARDWARE, BY REGION,
2020–2026 (USD MILLION)
6.2.1              PROCESSOR
6.2.1.1            HIGH PARALLEL PROCESSING CAPABILITIES AND IMPROVED COMPUTING POWER HAVE RESULTED IN ADOPTION OF PROCESSORS
・       FIGURE 19... MARKET FOR GPU TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
・       TABLE 9............. AI IN MANUFACTURING MARKET, BY PROCESSOR,
2017–2019 (USD MILLION)
・       TABLE 10............ AI IN MANUFACTURING MARKET, BY PROCESSOR,
2020–2026 (USD MILLION)
6.2.1.1.1            MPU
6.2.1.1.2            GPU
6.2.1.1.3            FPGA
6.2.1.1.4            ASIC
6.2.2              MEMORY
6.2.2.1            HIGH-BANDWIDTH MEMORY IS BEING DEVELOPED AND DEPLOYED FOR
AI APPLICATIONS, INDEPENDENT OF ITS COMPUTING ARCHITECTURE
6.2.3              NETWORK
6.2.3.1            NVIDIA (US), INTEL (US) AND MELLANOX TECHNOLOGIES (ISRAEL) ARE KEY PROVIDERS OF NETWORK INTERCONNECT ADAPTERS FOR AI APPLICATIONS
6.3             SOFTWARE
・       TABLE 11.......... AI IN MANUFACTURING MARKET FOR OFFERING, BY SOFTWARE,
2017–2019 (USD MILLION)
・       TABLE 12.......... AI IN MANUFACTURING MARKET FOR OFFERING, BY SOFTWARE,
2020–2026 (USD MILLION)
・       FIGURE 20. APAC TO HOLD LARGEST SIZE OF AI IN MANUFACTURING MARKET FOR SOFTWARE FROM 2020 TO 2026
・       TABLE 13......... AI IN MANUFACTURING MARKET FOR SOFTWARE, BY REGION,
2017–2019 (USD MILLION)
・       TABLE 14......... AI IN MANUFACTURING MARKET FOR SOFTWARE, BY REGION,
2020–2026 (USD MILLION)
6.3.1              AI SOLUTIONS
・       TABLE 15.......... AI IN MANUFACTURING MARKET FOR SOLUTION, BY DEPLOYMENT,
2017–2019 (USD MILLION)
・       TABLE 16.......... AI IN MANUFACTURING MARKET FOR SOLUTION, BY DEPLOYMENT,
2020–2026 (USD MILLION)
6.3.1.1            ON-PREMISES
6.3.1.1.1            DATA-SENSITIVE ENTERPRISES PREFER ON-PREMISE ADVANCED
NLP AND ML TOOLS TO BE USED IN AI SOLUTIONS
6.3.1.2            CLOUD
6.3.1.2.1            AI SOLUTION PROVIDERS ARE FOCUSING ON DEVELOPMENT OF ROBUST CLOUD-BASED SOLUTIONS FOR THEIR CLIENTS
6.3.2              AI PLATFORM
・       TABLE 17......... AI IN MANUFACTURING MARKET FOR SOFTWARE, BY PLATFORM,
2017–2019 (USD MILLION)
・       TABLE 18......... AI IN MANUFACTURING MARKET FOR SOFTWARE, BY PLATFORM,
2020–2026 (USD MILLION)
6.3.2.1            MACHINE LEARNING FRAMEWORK
6.3.2.1.1            MAJOR TECH COMPANIES SUCH AS GOOGLE, IBM, AND MICROSOFT ARE DEVELOPING AND OFFERING THEIR ML FRAMEWORKS
6.3.2.2            APPLICATION PROGRAM INTERFACE (API)
6.3.2.2.1            API PROVIDES PLATFORM FOR SET OF ROUTINES AND TOOLS FOR BUILDING SOFTWARE APPLICATIONS
6.4             SERVICES
・       TABLE 19...... AI IN MANUFACTURING MARKET, BY SERVICES, 2017–2019 (USD MILLION)
・       TABLE 20...... AI IN MANUFACTURING MARKET, BY SERVICES, 2020–2026 (USD MILLION)
・       TABLE 21.......... AI IN MANUFACTURING MARKET FOR SERVICES, BY REGION,
2017–2019 (USD MILLION)
・       TABLE 22.......... AI IN MANUFACTURING MARKET FOR SERVICES, BY REGION,
2020–2026 (USD MILLION)
6.4.1              DEPLOYMENT & INTEGRATION
6.4.1.1            DEPLOYMENT AND INTEGRATION IS A KEY SERVICE REQUIRED FOR CONFIGURING AI SYSTEMS IN MANUFACTURING
6.4.2              SUPPORT & MAINTENANCE
6.4.2.1            OBJECTIVE OF MAINTENANCE SERVICES IS TO KEEP SYSTEMS AT AN ACCEP・       TABLE STANDARD
6.5             IMPACT OF COVID-19 ON VARIOUS OFFERING OF AI TECHNOLOGY FOR MANUFACTURING

7.... ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY TECHNOLOGY

7.1             INTRODUCTION
・       TABLE 23 PRE-COVID-19 SCENARIO: AI IN MANUFACTURING MARKET,
BY TECHNOLOGY, 2017–2026 (USD MILLION)
・       FIGURE 21.. MACHINE LEARNING TO HOLD LARGEST MARKET SHARE OF AI IN MANUFACTURING MARKET IN 2020 AND 2026
・       TABLE 24........... AI IN MANUFACTURING MARKET, BY TECHNOLOGY,
2017–2019 (USD MILLION)
・       TABLE 25........... AI IN MANUFACTURING MARKET, BY TECHNOLOGY,
2020–2026 (USD MILLION)
7.2             MACHINE LEARNING
・       TABLE 26 AI IN MANUFACTURING MARKET FOR MACHINE LEARNING, BY TYPE,
2017–2019 (USD MILLION)
・       TABLE 27 AI IN MANUFACTURING MARKET FOR MACHINE LEARNING, BY TYPE,
2020–2026 (USD MILLION)
・       TABLE 28 AI IN MANUFACTURING MARKET FOR MACHINE LEARNING, BY APPLICATION, 2017–2019 (USD MILLION)
・       TABLE 29 AI IN MANUFACTURING MARKET FOR MACHINE LEARNING, BY APPLICATION, 2020–2026 (USD MILLION)
7.2.1              DEEP LEARNING
7.2.1.1            DEEP LEARNING USES ARTIFICIAL NEURAL NETWORKS TO LEARN MULTIPLE LEVELS OF DATA
7.2.2              SUPERVISED LEARNING
7.2.2.1            CLASSIFICATION AND REGRESSION ARE MAJOR SEGMENTS OF SUPERVISED LEARNING.. 92
7.2.3              REINFORCEMENT LEARNING
7.2.3.1            REINFORCEMENT LEARNING ALLOWS SYSTEMS AND SOFTWARE TO DETERMINE IDEAL BEHAVIOR FOR MAXIMIZING PERFORMANCE OF SYSTEMS
7.2.4              UNSUPERVISED LEARNING
7.2.4.1            UNSUPERVISED LEARNING INCLUDES CLUSTERING METHODS CONSISTING OF ALGORITHMS WITH UNLABELED TRAINING DATA
7.2.5              OTHERS
7.3             NATURAL LANGUAGE PROCESSING
7.3.1              NLP IS DEVELOPED FOR REAL-TIME TRANSLATION AND DEVELOPING SYSTEMS THAT CAN INTERACT THROUGH DIALOGUES
・       TABLE 30. AI IN MANUFACTURING MARKET FOR NATURAL LANGUAGE PROCESSING,
BY APPLICATION, 2017–2019 (USD MILLION)
・       TABLE 31. AI IN MANUFACTURING MARKET FOR NATURAL LANGUAGE PROCESSING,
BY APPLICATION, 2020–2026 (USD MILLION)
7.4             CONTEXT-AWARE COMPUTING
7.4.1              DEVELOPMENT OF MORE SOPHISTICATED HARD AND SOFT SENSORS HAS ACCELERATED GROWTH OF CONTEXT-AWARE COMPUTING
・       TABLE 32...... AI IN MANUFACTURING MARKET FOR CONTEXT-AWARE COMPUTING, BY TYPE, 2017–2019 (USD MILLION)
・       TABLE 33...... AI IN MANUFACTURING MARKET FOR CONTEXT-AWARE COMPUTING, BY TYPE, 2020–2026 (USD MILLION)
・       TABLE 34...... AI IN MANUFACTURING MARKET FOR CONTEXT-AWARE COMPUTING,
BY APPLICATION, 2017–2019 (USD MILLION)
・       TABLE 35...... AI IN MANUFACTURING MARKET FOR CONTEXT-AWARE COMPUTING,
BY APPLICATION, 2020–2026 (USD MILLION)
7.5             COMPUTER VISION
7.5.1              COMPUTER VISION ANALYZES INFORMATION OF DIFFERENT GEOMETRIC SHAPES, VOLUMES, AND PATTERNS
・       TABLE 36... AI IN MANUFACTURING MARKET FOR COMPUTER VISION, BY APPLICATION, 2017–2019 (USD MILLION)
・       TABLE 37... AI IN MANUFACTURING MARKET FOR COMPUTER VISION, BY APPLICATION, 2020–2026 (USD MILLION)
7.6             IMPACT OF COVID-19 ON VARIOUS TECHNOLOGIES OF AI IN MANUFACTURING

8.... ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY APPLICATION

8.1             INTRODUCTION
・       TABLE 38 PRE-COVID-19 SCENARIO: AI IN MANUFACTURING MARKET,
BY APPLICATION, 2017–2026 (USD MILLION)
・       FIGURE 22......... QUALITY CONTROL TO WITNESS HIGHEST GROWTH THROUGHOUT FORECAST PERIOD
・       TABLE 39........... AI IN MANUFACTURING MARKET, BY APPLICATION,
2017–2019 (USD MILLION)
・       TABLE 40........... AI IN MANUFACTURING MARKET, BY APPLICATION,
2020–2026 (USD MILLION)
8.2             PREDICTIVE MAINTENANCE AND MACHINERY INSPECTION
8.2.1              PREDICTIVE MAINTENANCE AND MACHINERY INSPECTION PROVIDE THE FRAMEWORK FOR ALL PLANNED MAINTENANCE ACTIVITIES
・       TABLE 41............. AI IN MANUFACTURING MARKET FOR PREDICTIVE MAINTENANCE AND MACHINERY INSPECTION, BY REGION, 2017–2019 (USD MILLION)
・       TABLE 42............. AI IN MANUFACTURING MARKET FOR PREDICTIVE MAINTENANCE AND MACHINERY INSPECTION, BY REGION, 2020–2026 (USD MILLION)
・       TABLE 43............. AI IN MANUFACTURING MARKET FOR PREDICTIVE MAINTENANCE AND MACHINERY INSPECTION, BY TECHNOLOGY, 2017–2019 (USD MILLION)
・       TABLE 44............. AI IN MANUFACTURING MARKET FOR PREDICTIVE MAINTENANCE AND MACHINERY INSPECTION, BY TECHNOLOGY, 2020–2026 (USD MILLION)
8.3             MATERIAL MOVEMENT
8.3.1              AI-BASED TECHNOLOGY FOR MATERIAL MOVEMENT WILL ENSURE STREAMLINING OF IN-PLANT LOGISTICS.. 103
・       FIGURE 23........ NORTH AMERICA TO HOLD LARGEST SHARE OF AI IN MANUFACTURING MARKET FOR MATERIAL MOVEMENT IN 2020.. 104
・       TABLE 45............... AI IN MANUFACTURING MARKET FOR MATERIAL MOVEMENT, BY REGION, 2017–2019 (USD MILLION)
・       TABLE 46............... AI IN MANUFACTURING MARKET FOR MATERIAL MOVEMENT, BY REGION, 2020–2026 (USD MILLION)
・       TABLE 47............... AI IN MANUFACTURING MARKET FOR MATERIAL MOVEMENT, BY TECHNOLOGY, 2017–2019 (USD MILLION)
・       TABLE 48............... AI IN MANUFACTURING MARKET FOR MATERIAL MOVEMENT, BY TECHNOLOGY, 2020–2026 (USD MILLION)
8.4             PRODUCTION PLANNING
8.4.1              THE USE OF AI IN PRODUCTION PLANNING LEADS TO THE STANDARDIZATION OF PRODUCT AND PROCESS SEQUENCE
・       TABLE 49.......... AI IN MANUFACTURING MARKET FOR PRODUCTION PLANNING, BY REGION, 2017–2019 (USD MILLION). 106
・       TABLE 50.......... AI IN MANUFACTURING MARKET FOR PRODUCTION PLANNING, BY REGION, 2020–2026 (USD MILLION). 106
・       TABLE 51.......... AI IN MANUFACTURING MARKET FOR PRODUCTION PLANNING,
BY TECHNOLOGY, 2017–2019 (USD MILLION)
・       TABLE 52.......... AI IN MANUFACTURING MARKET FOR PRODUCTION PLANNING,
BY TECHNOLOGY, 2020–2026 (USD MILLION)
8.5             FIELD SERVICES
8.5.1              FIELD SERVICES ARE EXTENSIVELY USED IN HEAVY METALS AND MACHINE MANUFACTURING, OIL & GAS, AND ENERGY AND POWER INDUSTRY
・       FIGURE 24.............. NORTH AMERICA TO HOLD LARGEST SIZE OF AI MANUFACTURING MARKET FOR FIELD SERVICES DURING FORECAST PERIOD
・       TABLE 53.. AI IN MANUFACTURING MARKET FOR FIELD SERVICES, BY REGION,
2017–2019 (USD MILLION)
・       TABLE 54.. AI IN MANUFACTURING MARKET FOR FIELD SERVICES, BY REGION,
2020–2026 (USD MILLION)
・       TABLE 55.. AI IN MANUFACTURING MARKET FOR FIELD SERVICES, BY TECHNOLOGY, 2017–2019 (USD MILLION)
・       TABLE 56.. AI IN MANUFACTURING MARKET FOR FIELD SERVICES, BY TECHNOLOGY, 2020–2026 (USD MILLION)
8.6             QUALITY CONTROL
8.6.1              AI-BASED QUALITY CONTROL SYSTEM IS WIDELY USED IN PHARMACEUTICALS, FOOD & BEVERAGES, AND SEMICONDUCTOR INDUSTRIES
・       TABLE 57 AI IN MANUFACTURING MARKET FOR QUALITY CONTROL, BY REGION,
2017–2019 (USD MILLION)
・       TABLE 58 AI IN MANUFACTURING MARKET FOR QUALITY CONTROL, BY REGION,
2020–2026 (USD MILLION)
・       FIGURE 25...... MACHINE LEARNING TO HOLD LARGEST SIZE OF AI IN MANUFACTURING MARKET FOR APPLICATION OF QUALITY CONTROL DURING 2020–2026
・       TABLE 59 AI IN MANUFACTURING MARKET FOR QUALITY CONTROL, BY TECHNOLOGY, 2017–2019 (USD MILLION)
・       TABLE 60 AI IN MANUFACTURING MARKET FOR QUALITY CONTROL, BY TECHNOLOGY, 2020–2026 (USD MILLION)

8.7             CYBERSECURITY
8.7.1              AUTOMATION AND INTEGRATING REAL-TIME SYSTEMS IN MANUFACTURING IS RESULTING IN ADOPTION OF CYBERSECURITY SYSTEMS
・       TABLE 61.. AI IN MANUFACTURING MARKET FOR CYBERSECURITY, BY REGION,
2017–2019 (USD MILLION)
・       TABLE 62.. AI IN MANUFACTURING MARKET FOR CYBERSECURITY, BY REGION,
2020–2026 (USD MILLION)
・       TABLE 63.. AI IN MANUFACTURING MARKET FOR CYBERSECURITY, BY TECHNOLOGY, 2017–2019 (USD MILLION)
・       TABLE 64.. AI IN MANUFACTURING MARKET FOR CYBERSECURITY, BY TECHNOLOGY, 2020–2026 (USD MILLION)
8.8             INDUSTRIAL ROBOTS
8.8.1              INDUSTRIAL ROBOTS CAN BE CLASSIFIED INTO TRADITIONAL INDUSTRIAL ROBOTS AND COLLABORATIVE ROBOTS.. 113
・       FIGURE 26...................... APAC TO HOLD LARGEST SHARE OF AI IN MANUFACTURING MARKET FOR APPLICATION OF INDUSTRIAL ROBOTS DURING 2020–2026
・       TABLE 65 AI IN MANUFACTURING MARKET FOR INDUSTRIAL ROBOTS, BY REGION, 2017–2019 (USD MILLION)
・       TABLE 66 AI IN MANUFACTURING MARKET FOR INDUSTRIAL ROBOTS, BY REGION, 2020–2026 (USD MILLION)
・       TABLE 67 AI IN MANUFACTURING MARKET FOR INDUSTRIAL ROBOTS, BY TECHNOLOGY, 2017–2019 (USD MILLION)
・       TABLE 68 AI IN MANUFACTURING MARKET FOR INDUSTRIAL ROBOTS, BY TECHNOLOGY, 2020–2026 (USD MILLION)
8.9             RECLAMATION
8.9.1              IN RECLAMATION, AI-BASED SYSTEMS DETECT IMPORTANT COMPONENTS FROM WASTE OR SLAGS
・       TABLE 69.... AI IN MANUFACTURING MARKET FOR RECLAMATION, BY REGION,
2017–2019 (USD MILLION)
・       TABLE 70.... AI IN MANUFACTURING MARKET FOR RECLAMATION, BY REGION,
2020–2026 (USD MILLION)
・       TABLE 71.... AI IN MANUFACTURING MARKET FOR RECLAMATION, BY TECHNOLOGY, 2017–2019 (USD MILLION)
・       TABLE 72.... AI IN MANUFACTURING MARKET FOR RECLAMATION, BY TECHNOLOGY, 2020–2026 (USD MILLION)

9.... ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY INDUSTRY

9.1             INTRODUCTION
・       TABLE 73 PRE-COVID-19 SCENARIO: AI IN MANUFACTURING MARKET, BY INDUSTRY, 2017–2026 (USD MILLION)
・       FIGURE 27.................... AUTOMOBILE HELD LARGEST SIZE OF AI IN MANUFACTURING MARKET IN 2020
・       TABLE 74...... AI IN MANUFACTURING MARKET, BY INDUSTRY, 2017–2019 (USD MILLION)
・       TABLE 75...... AI IN MANUFACTURING MARKET, BY INDUSTRY, 2020–2026 (USD MILLION)
9.2             AUTOMOBILE
9.2.1              MACHINE LEARNING AND COMPUTER VISION ARE THE MAJOR AI TECHNOLOGIES DEPLOYED IN AUTOMOBILE INDUSTRY
9.2.1.1            IMPACT OF COVID-19 ON AUTOMOBILE INDUSTRY OF AI IN MANUFACTURING MARKET
・       TABLE 76........... AI IN MANUFACTURING MARKET FOR AUTOMOBILE INDUSTRY, BY REGION, 2017–2019 (USD MILLION). 121
・       TABLE 77........... AI IN MANUFACTURING MARKET FOR AUTOMOBILE INDUSTRY, BY REGION, 2020–2026 (USD MILLION). 121
9.3             ENERGY AND POWER
9.3.1              AI-BASED SOLUTIONS CAN HELP ENERGY AND POWER INDUSTRY TO ENHANCE PRODUCTION OUTPUT AND REDUCED DOWNTIME
9.3.1.1            IMPACT OF COVID-19 ON ENERGY AND POWER INDUSTRY OF AI IN MANUFACTURING MARKET
・       FIGURE 28. APAC TO HOLD LARGEST SIZE OF AI IN MANUFACTURING MARKET FOR ENERGY AND POWER BY 2026
・       TABLE 78. AI IN MANUFACTURING MARKET FOR ENERGY AND POWER INDUSTRY,
BY REGION, 2017–2019 (USD MILLION)
・       TABLE 79. AI IN MANUFACTURING MARKET FOR ENERGY AND POWER INDUSTRY,
BY REGION, 2020–2026 (USD MILLION)
9.4             PHARMACEUTICALS
9.4.1              QUALITY CONTROL, MATERIAL MOVEMENT, AND PRODUCTION PLANNING ARE THE MAJOR APPLICATIONS OF AI IN PHARMACEUTICALS
9.4.1.1            IMPACT OF COVID-19 ON PHARMACEUTICALS INDUSTRY OF AI IN MANUFACTURING MARKET
・       TABLE 80.. AI IN MANUFACTURING MARKET FOR PHARMACEUTICALS INDUSTRY,
BY REGION, 2017–2019 (USD MILLION)
・       TABLE 81.. AI IN MANUFACTURING MARKET FOR PHARMACEUTICALS INDUSTRY,
BY REGION, 2020–2026 (USD MILLION)
9.5             HEAVY METALS AND MACHINE MANUFACTURING
9.5.1              APAC IS CONSIDERED TO HAVE THE HIGHEST NUMBER OF HEAVY METALS AND MACHINE MANUFACTURING PLANTS IN THE WORLD
9.5.1.1            IMPACT OF COVID-19 ON HEAVY METAL AND MACHINE MANUFACTURING INDUSTRY OF AI IN MANUFACTURING MARKET
・       FIGURE 29. APAC TO HOLD LARGEST SIZE OF AI IN MANUFACTURING MARKET FOR HEAVY METALS AND MACHINE MANUFACTURING DURING FORECAST PERIOD
・       TABLE 82.. AI IN MANUFACTURING MARKET FOR HEAVY METALS AND MACHINE MANUFACTURING INDUSTRY, BY REGION, 2017–2019 (USD MILLION)
・       TABLE 83.. AI IN MANUFACTURING MARKET FOR HEAVY METALS AND MACHINE MANUFACTURING INDUSTRY, BY REGION, 2020–2026 (USD MILLION)
9.6             SEMICONDUCTORS AND ELECTRONICS
9.6.1              AI IS LIKELY TO ASSIST IN OPTIMIZING THE PRODUCTION COST, TECHNOLOGY IMPLEMENTATION, AND INTEGRATION OF COMPONENTS
9.6.1.1            IMPACT OF COVID-19 ON SEMICONDUCTOR AND ELECTRONICS INDUSTRY OF
AI IN MANUFACTURING MARKET
・       TABLE 84... AI IN MANUFACTURING MARKET FOR SEMICONDUCTORS AND ELECTRONICS INDUSTRY, BY REGION, 2017–2019 (USD MILLION). 128
・       TABLE 85... AI IN MANUFACTURING MARKET FOR SEMICONDUCTORS AND ELECTRONICS INDUSTRY, BY REGION, 2020–2026 (USD MILLION). 128

9.7             FOOD & BEVERAGES
9.7.1              AI-BASED SOLUTIONS ENHANCE THE QUALITY OF THE FOOD PRODUCTION COST-EFFECTIVELY
9.7.1.1            IMPACT OF COVID-19 ON FOOD & BEVERAGES INDUSTRY OF AI IN MANUFACTURING MARKET
・       TABLE 86. AI IN MANUFACTURING MARKET FOR FOOD & BEVERAGES INDUSTRY,
BY REGION, 2017–2019 (USD MILLION)
・       TABLE 87. AI IN MANUFACTURING MARKET FOR FOOD & BEVERAGES INDUSTRY,
BY REGION, 2020–2026 (USD MILLION)
9.8             OTHERS
・       TABLE 88. AI IN MANUFACTURING MARKET FOR OTHERS, BY REGION,
2017–2019 (USD MILLION)
・       TABLE 89. AI IN MANUFACTURING MARKET FOR OTHERS, BY REGION,
2020–2026 (USD MILLION)

10.. ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION

10.1          INTRODUCTION
・       FIGURE 30.. CHINA, SOUTH KOREA, AND US ARE EMERGING AS NEW HOTSPOTS IN AI IN MANUFACTURING MARKET
・       FIGURE 31...... APAC TO DOMINATE AI IN MANUFACTURING MARKET DURING FORECAST PERIOD
・       TABLE 90 PRE-COVID-19 SCENARIO: AI IN MANUFACTURING MARKET, BY REGION, 2017–2026 (USD MILLION)
・       TABLE 91. AI IN MANUFACTURING MARKET, BY REGION, 2017–2019 (USD MILLION)
・       TABLE 92. AI IN MANUFACTURING MARKET, BY REGION, 2020–2026 (USD MILLION)
10.2          NORTH AMERICA
・       FIGURE 32 IMPACT OF COVID-19 ON AI IN MANUFACTURING MARKET IN NORTH AMERICA
・       TABLE 93................ PRE- AND POST-COVID-19 ANALYSIS FOR AI IN MANUFACTURING MARKET IN NORTH AMERICA, 2017–2026 (USD MILLION)
10.2.1            IMPACT OF COVID-19 ON AI IN MANUFACTURING MARKET IN NORTH AMERICA
・       FIGURE 33.. NORTH AMERICA: SNAPSHOT OF AI IN MANUFACTURING MARKET
・       TABLE 94.... AI IN MANUFACTURING MARKET IN NORTH AMERICA, BY COUNTRY,
2017–2019 (USD MILLION)
・       TABLE 95.... AI IN MANUFACTURING MARKET IN NORTH AMERICA, BY COUNTRY,
2020–2026 (USD MILLION)
・       TABLE 96.. AI IN MANUFACTURING MARKET IN NORTH AMERICA FOR HARDWARE,
BY COUNTRY, 2017–2019 (USD MILLION)
・       TABLE 97.. AI IN MANUFACTURING MARKET IN NORTH AMERICA FOR HARDWARE,
BY COUNTRY, 2020–2026 (USD MILLION)
・       TABLE 98.. AI IN MANUFACTURING MARKET IN NORTH AMERICA FOR SOFTWARE,
BY COUNTRY, 2017–2019 (USD MILLION)
・       TABLE 99.. AI IN MANUFACTURING MARKET IN NORTH AMERICA FOR SOFTWARE,
BY COUNTRY, 2020–2026 (USD MILLION)
・       TABLE 100. AI IN MANUFACTURING MARKET IN NORTH AMERICA FOR SERVICES,
BY COUNTRY, 2017–2019 (USD MILLION)
・       TABLE 101. AI IN MANUFACTURING MARKET IN NORTH AMERICA FOR SERVICES,
BY COUNTRY, 2020–2026 (USD MILLION)
・       TABLE 102.. AI IN MANUFACTURING MARKET IN NORTH AMERICA, BY INDUSTRY,
2017–2019 (USD MILLION)
・       TABLE 103.. AI IN MANUFACTURING MARKET IN NORTH AMERICA, BY INDUSTRY,
2020–2026 (USD MILLION)
10.2.2            US
10.2.2.1          US IS AMONG FRONTRUNNERS IN TERMS OF ADOPTION OF IIOT AND INDUSTRIAL ROBOTS, WHICH IS BOOSTING ADOPTION OF AI
・       TABLE 104..... AI IN MANUFACTURING MARKET IN US, BY OFFERING,
2017–2019 (USD MILLION)
・       TABLE 105..... AI IN MANUFACTURING MARKET IN US, BY OFFERING,
2020–2026 (USD MILLION)
10.2.3            CANADA
10.2.3.1          GOVERNMENT FUNDING AND EXTENSIVE STARTUP ACTIVITIES, ESPECIALLY IN AI, ARE SUPPORTING GROWTH OF AI IN MANUFACTURING
・       TABLE 106............. AI IN MANUFACTURING MARKET IN CANADA, BY OFFERING,
2017–2019 (USD MILLION)
・       TABLE 107............. AI IN MANUFACTURING MARKET IN CANADA, BY OFFERING,
2020–2026 (USD MILLION)
10.2.4            MEXICO
10.2.4.1          INCREASE IN PRODUCTIVITY AND REDUCTION IN COST ARE LEADING TO ADOPTION OF AI IN MANUFACTURING IN MEXICO
・       TABLE 108.............. AI IN MANUFACTURING MARKET IN MEXICO, BY OFFERING,
2017–2019 (USD MILLION)
・       TABLE 109.............. AI IN MANUFACTURING MARKET IN MEXICO, BY OFFERING,
2020–2026 (USD MILLION)

10.3          EUROPE
・       FIGURE 34 IMPACT OF COVID-19 ON AI IN MANUFACTURING MARKET IN EUROPE
・       TABLE 110.............. PRE- AND POST-COVID-19 ANALYSIS FOR AI IN MANUFACTURING MARKET IN EUROPE, 2017–2026 (USD MILLION)
10.3.1            IMPACT OF COVID-19 ON AI IN MANUFACTURING MARKET IN EUROPE
・       FIGURE 35. EUROPE: SNAPSHOT OF AI IN MANUFACTURING MARKET
・       TABLE 111 AI IN MANUFACTURING MARKET IN EUROPE, BY COUNTRY,
2017–2019 (USD MILLION)
・       TABLE 112 AI IN MANUFACTURING MARKET IN EUROPE, BY COUNTRY,
2020–2026 (USD MILLION)
・       FIGURE 36..................... GERMANY HELD LARGEST SHARE OF AI IN MANUFACTURING MARKET IN EUROPE FOR HARDWARE IN 2019
・       TABLE 113............ AI IN MANUFACTURING MARKET IN EUROPE FOR HARDWARE, BY COUNTRY, 2017–2019 (USD MILLION)
・       TABLE 114............ AI IN MANUFACTURING MARKET IN EUROPE FOR HARDWARE, BY COUNTRY, 2020–2026 (USD MILLION)
・       TABLE 115............ AI IN MANUFACTURING MARKET IN EUROPE FOR SOFTWARE, BY COUNTRY, 2017–2019 (USD MILLION)
・       TABLE 116............ AI IN MANUFACTURING MARKET IN EUROPE FOR SOFTWARE, BY COUNTRY, 2020–2026 (USD MILLION)
・       TABLE 117............ AI IN MANUFACTURING MARKET IN EUROPE FOR SERVICES, BY COUNTRY, 2017–2019 (USD MILLION)
・       TABLE 118............ AI IN MANUFACTURING MARKET IN EUROPE FOR SERVICES, BY COUNTRY, 2020–2026 (USD MILLION)
・       TABLE 119............. AI IN MANUFACTURING MARKET IN EUROPE, BY INDUSTRY,
2017–2019 (USD MILLION)
・       TABLE 120............. AI IN MANUFACTURING MARKET IN EUROPE, BY INDUSTRY,
2020–2026 (USD MILLION)
10.3.2            GERMANY
10.3.2.1          IMPLEMENTATION OF BIG DATA IN MANUFACTURING PLANTS HAS RESULTED IN ADOPTION OF AI-BASED SOLUTIONS IN GERMANY
・       TABLE 121............ AI IN MANUFACTURING MARKET IN EUROPE FOR SERVICES, BY COUNTRY, 2017–2019 (USD MILLION)
・       TABLE 122............ AI IN MANUFACTURING MARKET IN EUROPE FOR SERVICES, BY COUNTRY, 2020–2026 (USD MILLION)
10.3.3            UK
10.3.3.1          FAVORABLE ENVIRONMENT FOR R&D HAS LED TO INNOVATIONS IN FIELD OF AI IN MANUFACTURING
・       TABLE 123. AI IN MANUFACTURING MARKET IN UK FOR SERVICES, BY OFFERING,
2017–2019 (USD MILLION)
・       TABLE 124. AI IN MANUFACTURING MARKET IN UK FOR SERVICES, BY OFFERING,
2020–2026 (USD MILLION)
10.3.4            FRANCE
10.3.4.1          INCREASED FUNDING AND RISING AI STARTUPS ARE EXPECTED TO PROLIFERATE AI IN FRANCE
・       TABLE 125............ AI IN MANUFACTURING MARKET IN FRANCE FOR SERVICES, BY OFFERING, 2017–2019 (USD MILLION)
・       TABLE 126............ AI IN MANUFACTURING MARKET IN FRANCE FOR SERVICES, BY OFFERING, 2020–2026 (USD MILLION)
10.3.5            ITALY
10.3.5.1          MANUFACTURERS IN ITALY ARE ADOPTING SMART FACTORY AND AI-BASED SOLUTIONS
・       TABLE 127.. AI IN MANUFACTURING MARKET IN ITALY FOR SERVICES, BY OFFERING, 2017–2019 (USD MILLION)
・       TABLE 128.. AI IN MANUFACTURING MARKET IN ITALY FOR SERVICES, BY OFFERING, 2020–2026 (USD MILLION)
10.3.6            SPAIN
10.3.6.1          CYBERSECURITY IS AMONG EMERGING TRENDS OF AI IN MANUFACTURING SECTOR IN SPAIN
・       TABLE 129 AI IN MANUFACTURING MARKET IN SPAIN FOR SERVICES, BY OFFERING, 2017–2019 (USD MILLION)
・       TABLE 130 AI IN MANUFACTURING MARKET IN SPAIN FOR SERVICES, BY OFFERING, 2020–2026 (USD MILLION)
10.3.7            REST OF EUROPE
・       TABLE 131. AI IN MANUFACTURING MARKET IN REST OF EUROPE FOR SERVICES,
BY OFFERING, 2017–2019 (USD MILLION)
・       TABLE 132. AI IN MANUFACTURING MARKET IN REST OF EUROPE FOR SERVICES,
BY OFFERING, 2020–2026 (USD MILLION)
10.4          APAC
・       FIGURE 37 IMPACT OF COVID-19 ON AI IN MANUFACTURING MARKET IN APAC
・       TABLE 133.............. PRE- AND POST-COVID-19 ANALYSIS FOR AI IN MANUFACTURING MARKET IN APAC, 2017–2026 (USD MILLION). 159
10.4.1            IMPACT OF COVID-19 ON AI IN MANUFACTURING MARKET IN APAC
・       FIGURE 38..... APAC: SNAPSHOT OF AI IN MANUFACTURING MARKET
・       TABLE 134... AI IN MANUFACTURING MARKET IN APAC, BY COUNTRY,
2017–2019 (USD MILLION)
・       TABLE 135... AI IN MANUFACTURING MARKET IN APAC, BY COUNTRY,
2020–2026 (USD MILLION)
・       TABLE 136 AI IN MANUFACTURING MARKET IN APAC FOR HARDWARE, BY COUNTRY, 2017–2019 (USD MILLION)
・       TABLE 137 AI IN MANUFACTURING MARKET IN APAC FOR HARDWARE, BY COUNTRY, 2020–2026 (USD MILLION)
・       TABLE 138 AI IN MANUFACTURING MARKET IN APAC FOR SOFTWARE, BY COUNTRY, 2017–2019 (USD MILLION)
・       TABLE 139 AI IN MANUFACTURING MARKET IN APAC FOR SOFTWARE, BY COUNTRY, 2020–2026 (USD MILLION)
・       TABLE 140. AI IN MANUFACTURING MARKET IN APAC FOR SERVICES, BY COUNTRY, 2017–2019 (USD MILLION)
・       TABLE 141 POST-COVID-19 AI IN MANUFACTURING MARKET IN APAC FOR SERVICES,
BY COUNTRY, 2020–2026 (USD MILLION)
・       TABLE 142.. AI IN MANUFACTURING MARKET IN APAC, BY INDUSTRY,
2017–2019 (USD MILLION)
・       TABLE 143.. AI IN MANUFACTURING MARKET IN APAC, BY INDUSTRY,
2020–2026 (USD MILLION)
10.4.2            CHINA
10.4.2.1          MANUFACTURING SECTOR IN CHINA IS GROWING RAPIDLY, RESULTING IN INTRODUCTION OF NEW ROBOTICS AND BIG DATA TECHNOLOGIES
・       TABLE 144. AI IN MANUFACTURING MARKET IN CHINA, BY OFFERING,
2017–2019 (USD MILLION)
・       TABLE 145. AI IN MANUFACTURING MARKET IN CHINA, BY OFFERING,
2020–2026 (USD MILLION)
10.4.3            JAPAN
10.4.3.1          FEDERAL INITIATIVES AND PRESENCE OF WORLD-LEADING MANUFACTURING COMPANIES ARE EXPECTED TO BOOST AI IN MANUFACTURING MARKET IN JAPAN
・       TABLE 146. AI IN MANUFACTURING MARKET IN JAPAN, BY OFFERING,
2017–2019 (USD MILLION)
・       TABLE 147. AI IN MANUFACTURING MARKET IN JAPAN, BY OFFERING,
2020–2026 (USD MILLION)
10.4.4            SOUTH KOREA
10.4.4.1          QUALITY MANUFACTURING SERVICES AND INTRODUCTION OF AUTOMATION IN MANUFACTURING INDUSTRIES IS DRIVING MARKET OF AI IN MANUFACTURING IN SOUTH KOREA
・       TABLE 148..... AI IN MANUFACTURING MARKET IN SOUTH KOREA, BY OFFERING,
2017–2019 (USD MILLION)
・       TABLE 149..... AI IN MANUFACTURING MARKET IN SOUTH KOREA, BY OFFERING,
2020–2026 (USD MILLION)
10.4.5            INDIA
10.4.5.1          AI IN MANUFACTURING INDUSTRY IS STILL IN ITS NASCENT STAGE IN INDIA
・       TABLE 150.. AI IN MANUFACTURING MARKET IN INDIA, BY OFFERING,
2017–2019 (USD MILLION)
・       TABLE 151.. AI IN MANUFACTURING MARKET IN INDIA, BY OFFERING,
2020–2026 (USD MILLION)
10.4.6            REST OF APAC
・       TABLE 152...... AI IN MANUFACTURING MARKET IN REST OF APAC, BY OFFERING,
2017–2019 (USD MILLION)
・       TABLE 153...... AI IN MANUFACTURING MARKET IN REST OF APAC, BY OFFERING,
2020–2026 (USD MILLION)
10.5          ROW
・       FIGURE 39 IMPACT OF COVID-19 ON AI IN MANUFACTURING MARKET IN ROW
・       TABLE 154.............. PRE- AND POST-COVID-19 ANALYSIS FOR AI IN MANUFACTURING MARKET IN ROW, 2017–2026 (USD MILLION). 171
10.5.1            IMPACT OF COVID-19 ON AI IN MANUFACTURING IN ROW
・       FIGURE 40...... ROW: SNAPSHOT OF AI IN MANUFACTURING MARKET
・       TABLE 155...... AI IN MANUFACTURING MARKET IN ROW, BY REGION,
2017–2019 (USD MILLION)
・       TABLE 156...... AI IN MANUFACTURING MARKET IN ROW, BY REGION,
2020–2026 (USD MILLION)
・       TABLE 157 AI IN MANUFACTURING MARKET IN ROW FOR HARDWARE, BY REGION, 2017–2019 (USD MILLION)
・       TABLE 158 AI IN MANUFACTURING MARKET IN ROW FOR HARDWARE, BY REGION, 2020–2026 (USD MILLION)
・       TABLE 159. AI IN MANUFACTURING MARKET IN ROW FOR SOFTWARE, BY REGION,
2017–2019 (USD MILLION)
・       TABLE 160. AI IN MANUFACTURING MARKET IN ROW FOR SOFTWARE, BY REGION,
2020–2026 (USD MILLION)
・       TABLE 161.. AI IN MANUFACTURING MARKET IN ROW FOR SERVICES, BY REGION,
2017–2019 (USD MILLION)
・       TABLE 162.. AI IN MANUFACTURING MARKET IN ROW FOR SERVICES, BY REGION,
2020–2026 (USD MILLION)
・       TABLE 163... AI IN MANUFACTURING MARKET IN ROW, BY INDUSTRY,
2017–2019 (USD MILLION)
・       TABLE 164... AI IN MANUFACTURING MARKET IN ROW, BY INDUSTRY,
2020–2026 (USD MILLION)
10.5.2            SOUTH AMERICA
10.5.2.1          SOUTH AMERICAN REGION INVESTS HEAVILY IN IT SERVICES
・       TABLE 165.. AI IN MANUFACTURING MARKET IN SOUTH AMERICA, BY OFFERING,
2017–2019 (USD MILLION)
・       TABLE 166.. AI IN MANUFACTURING MARKET IN SOUTH AMERICA, BY OFFERING,
2020–2026 (USD MILLION)
10.5.3            MIDDLE EAST AND AFRICA
10.5.3.1          GROWING MANUFACTURING EXPENDITURE IN ISRAEL, MIDDLE EAST, AND NORTH AFRICA IS KEY DRIVER FOR AI IN MANUFACTURING
・       TABLE 167......... AI IN MANUFACTURING MARKET IN MIDDLE EAST & AFRICA, BY OFFERING, 2017–2019 (USD MILLION). 177
・       TABLE 168......... AI IN MANUFACTURING MARKET IN MIDDLE EAST & AFRICA,
BY OFFERING, 2020–2026 (USD MILLION)

11.. COMPETITIVE LANDSCAPE

11.1          OVERVIEW
・       FIGURE 41.. KEY DEVELOPMENTS ADOPTED BY TOP PLAYERS IN AI IN MANUFACTURING MARKET FROM 2017 TO 2020
11.2          RANKING OF PLAYERS, 2019
・       FIGURE 42. RANKING OF KEY COMPANIES IN AI IN MANUFACTURING MARKET (2019)
11.3          COMPETITIVE LEADERSHIP MAPPING
11.3.1            VISIONARY LEADERS
11.3.2            DYNAMIC DIFFERENTIATORS
11.3.3            INNOVATORS
11.3.4            EMERGING COMPANIES
・       FIGURE 43.. AI IN MANUFACTURING MARKET (GLOBAL) COMPETITIVE LEADERSHIP MAPPING, 2019
11.4          COMPETITIVE SCENARIO
・       FIGURE 44 BATTLE FOR MARKET SHARE: PRODUCT LAUNCH WAS KEY GROWTH STRATEGY FROM 2017 TO 2020
11.4.1            PRODUCT LAUNCHES AND DEVELOPMENTS
11.4.2            COLLABORATIONS, PARTNERSHIPS, AND AGREEMENTS
11.4.3            ACQUISITIONS & JOINT VENTURES

12.. COMPANY PROFILES

(BUSINESS OVERVIEW, PRODUCTS OFFERED, RECENT DEVELOPMENTS, SWOT ANALYSIS, AND MNM VIEW)*
12.1          KEY PLAYERS
12.1.1            NVIDIA
・       FIGURE 45................................... NVIDIA: COMPANY SNAPSHOT
12.1.2            INTEL
・       FIGURE 46..................................... INTEL: COMPANY SNAPSHOT
12.1.3            IBM
・       FIGURE 47....................................... IBM: COMPANY SNAPSHOT
12.1.4            SIEMENS
・       FIGURE 48................................ SIEMENS: COMPANY SNAPSHOT
12.1.5            GENERAL ELECTRIC (GE) COMPANY
・       FIGURE 49........................................ GE: COMPANY SNAPSHOT
12.1.6            GOOGLE
・       FIGURE 50................................. GOOGLE: COMPANY SNAPSHOT
12.1.7            MICROSOFT
・       FIGURE 51............................ MICROSOFT: COMPANY SNAPSHOT
12.1.8            MICRON TECHNOLOGY. 226
・       FIGURE 52............... MICRON TECHNOLOGY: COMPANY SNAPSHOT
12.1.9            AMAZON WEB SERVICES (AWS)
・       FIGURE 53...................................... AWS: COMPANY SNAPSHOT
12.1.10         SIGHT MACHINE
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
*DETAILS ON BUSINESS OVERVIEW, PRODUCTS OFFERED, RECENT DEVELOPMENTS, SWOT ANALYSIS, AND MNM VIEW MIGHT NOT BE CAPTURED IN CASE OF UNLISTED COMPANIES.

13.. ADJACENT & RELATED MARKETS

13.1          INTRODUCTION
13.2          LIMITATIONS
13.3          AI ECOSYSTEM AND INTERCONNECTED MARKETS
13.4          SMART MANUFACTURING PLATFORM MARKET
13.4.1            MARKET DEFINITION.. 246
13.4.2            MARKET OVERVIEW... 246
13.5          SMART MANUFACTURING PLATFORM MARKET, BY APPLICATION
13.5.1            PERFORMANCE OPTIMIZATION
13.5.1.1          INCREASING NEED FOR MONITORING OPERATIONS AND PRODUCTION PROCESSES DRIVES MARKET GROWTH
・       TABLE 169......... SMART MANUFACTURING PLATFORM MARKET FOR PERFORMANCE OPTIMIZATION, BY DISCRETE INDUSTRY, 2015–2024 (USD MILLION)
・       TABLE 170......... SMART MANUFACTURING PLATFORM MARKET FOR PERFORMANCE OPTIMIZATION, BY PROCESS INDUSTRY, 2015–2024 (USD MILLION)
13.5.2            ASSET AND CONDITION MONITORING
13.5.2.1          MARKET IS DRIVEN BY INCREASING NEED FOR MONITORING EQUIPMENT AND ASSETS IN REAL TIME
・       TABLE 171 SMART MANUFACTURING PLATFORM MARKET FOR ASSET AND CONDITION MONITORING, BY DISCRETE INDUSTRY, 2015–2024 (USD MILLION)
・       TABLE 172 SMART MANUFACTURING PLATFORM MARKET FOR ASSET AND CONDITION MONITORING, BY PROCESS INDUSTRY, 2015–2024 (USD MILLION)
13.5.3            OTHERS
・       TABLE 173 SMART MANUFACTURING PLATFORM MARKET FOR OTHER APPLICATIONS,
BY DISCRETE INDUSTRY, 2015–2024 (USD MILLION)
・       TABLE 174 SMART MANUFACTURING PLATFORM MARKET FOR OTHER APPLICATIONS,
BY PROCESS INDUSTRY, 2015–2024 (USD MILLION)
13.6          SMART MANUFACTURING PLATFORM, BY INDUSTRY
13.6.1            PROCESS INDUSTRY. 251
・       TABLE 175.......... SMART MANUFACTURING PLATFORM MARKET, BY PROCESS INDUSTRY, 2015–2024 (USD MILLION)
・       TABLE 176......... SMART MANUFACTURING PLATFORM MARKET FOR PROCESS INDUSTRY,
BY REGION, 2015–2024 (USD MILLION)
13.6.1.1          OIL & GAS
13.6.1.1.1          OIL & GAS IS ONE OF THE CRITICAL INDUSTRIES FOR SMART MANUFACTURING PLATFORM MARKET AS IT REQUIRES CONTINUOUS MONITORING OF PROCESSES
・       TABLE 177. SMART MANUFACTURING PLATFORM MARKET FOR OIL & GAS INDUSTRY,
BY REGION, 2015–2024 (USD MILLION)
13.6.1.2          POWER & ENERGY
13.6.1.2.1          POWER & ENERGY IS FASTEST-GROWING PROCESS INDUSTRY FOR SMART MANUFACTURING PLATFORM MARKET AS IT REQUIRES OPTIMUM UTILIZATION OF AVAILABLE RESOURCES
・       TABLE 178......... SMART MANUFACTURING PLATFORM MARKET FOR POWER & ENERGY INDUSTRY, BY REGION, 2015–2024 (USD MILLION)
13.6.1.3          CHEMICALS
13.6.1.3.1          INCREASING STRINGENT REGULATIONS THAT REQUIRE ADOPTION OF AUTOMATED SOLUTIONS AND SMART TOOLS DRIVE MARKET GROWTH
・       TABLE 179......... SMART MANUFACTURING PLATFORM MARKET FOR CHEMICALS INDUSTRY, BY REGION, 2015–2024 (USD MILLION). 255
13.6.1.4          PHARMACEUTICALS
13.6.1.4.1          AUTOMATION IMPROVES COMPLIANCE AND MINIMIZES DEVIATIONS
・       TABLE 180......... SMART MANUFACTURING PLATFORM MARKET FOR PHARMACEUTICALS INDUSTRY, BY REGION, 2015–2024 (USD MILLION)
13.6.1.5          FOOD & BEVERAGES
13.6.1.5.1          REQUIREMENT TO REDUCE OPERATIONAL DOWNTIME AND MANAGE ASSETS CREATES DEMAND FOR SMART MANUFACTURING PLATFORM
・       TABLE 181. SMART MANUFACTURING PLATFORM MARKET FOR FOOD & BEVERAGES INDUSTRY, BY REGION, 2015–2024 (USD MILLION). 257
13.6.1.6          METALS AND MINING
13.6.1.6.1          REQUIREMENT OF OPTIMUM PRODUCTION WITH PRECISE CONTROL ON POWER CONSUMPTION IN METALS & MINING INDUSTRY DRIVES GROWTH OF SMART MANUFACTURING PLATFORM MARKET
・       TABLE 182......... SMART MANUFACTURING PLATFORM MARKET FOR METALS & MINING INDUSTRY, BY REGION, 2015–2024 (USD MILLION)
13.6.1.7          OTHERS
・       TABLE 183 SMART MANUFACTURING PLATFORM MARKET FOR OTHER PROCESS INDUSTRIES, BY REGION, 2015–2024 (USD MILLION). 258
13.6.2            DISCRETE INDUSTRY. 259
・       TABLE 184.......... SMART MANUFACTURING PLATFORM MARKET, BY DISCRETE INDUSTRY, 2015–2024 (USD MILLION)
・       TABLE 185......... SMART MANUFACTURING PLATFORM MARKET FOR DISCRETE INDUSTRY,
BY REGION, 2015–2024 (USD MILLION)
13.6.2.1          AUTOMOTIVE
13.6.2.1.1          INCREASING ADOPTION OF ADVANCED TECHNOLOGIES SUCH AS MACHINE VISION, COLLABORATIVE ROBOTS, AND ARTIFICIAL INTELLIGENCE DRIVES MARKET GROWTH
・       TABLE 186......... SMART MANUFACTURING PLATFORM MARKET FOR AUTOMOTIVE INDUSTRY, BY REGION, 2015–2024 (USD MILLION). 261
13.6.2.2          ELECTRONICS AND SEMICONDUCTOR
13.6.2.2.1          INTENSE COST PRESSURE AND REQUIREMENT OF FASTER TIME-TO-MARKET FOR AUTOMATION TECHNOLOGIES DRIVE THE GROWTH OF MARKET
・       TABLE 187......... SMART MANUFACTURING PLATFORM MARKET FOR ELECTRONICS AND SEMICONDUCTOR INDUSTRY, BY REGION, 2015–2024 (USD MILLION)
13.6.2.3          INDUSTRIAL MANUFACTURING
13.6.2.3.1          SMART MANUFACTURING PLATFORMS ARE USED TO REDUCE DOWNTIME AND ENHANCE OPERATION EFFICIENCY
・       TABLE 188......... SMART MANUFACTURING PLATFORM MARKET FOR INDUSTRIAL MANUFACTURING, BY REGION, 2015–2024 (USD MILLION)
13.6.2.4          MEDICAL DEVICES
13.6.2.4.1          INCREASING AUTOMATION IN INDUSTRY TO ENSURE SAFETY, ACCURACY, AND REGULATORY COMPLIANCE ACROSS PRODUCTION PROCESSES DRIVES MARKET GROWTH
・       TABLE 189......... SMART MANUFACTURING PLATFORM MARKET FOR MEDICAL DEVICES INDUSTRY, BY REGION, 2015–2024 (USD MILLION)
13.6.2.5          AEROSPACE AND DEFENSE
13.6.2.5.1          LONG PRODUCT LIFE CYCLES AND REGULATORY COMPLIANCE DRIVE DEMAND FOR AUTOMATION TECHNOLOGIES
・       TABLE 190......... SMART MANUFACTURING PLATFORM MARKET FOR AEROSPACE AND DEFENSE INDUSTRY, BY REGION, 2015–2024 (USD MILLION)
13.6.2.6          OTHERS
・       TABLE 191 SMART MANUFACTURING PLATFORM MARKET FOR OTHER DISCRETE INDUSTRIES, BY REGION, 2015–2024 (USD MILLION). 265
13.7          SMART MANUFACTURING PLATFORM MARKET, BY REGION
13.7.1            NORTH AMERICA
・       TABLE 192.. SMART MANUFACTURING PLATFORM MARKET IN NORTH AMERICA,
BY DISCRETE INDUSTRY, 2015–2024 (USD MILLION)
・       TABLE 193.. SMART MANUFACTURING PLATFORM MARKET IN NORTH AMERICA,
BY PROCESS INDUSTRY, 2015–2024 (USD MILLION)
13.7.2            EUROPE
・       TABLE 194 SMART MANUFACTURING PLATFORM MARKET IN EUROPE, BY DISCRETE INDUSTRY, 2015–2024 (USD MILLION)
・       TABLE 195 SMART MANUFACTURING PLATFORM MARKET IN EUROPE, BY PROCESS INDUSTRY, 2015–2024 (USD MILLION)
13.7.3            APAC
・       TABLE 196 SMART MANUFACTURING PLATFORM MARKET IN APAC, BY DISCRETE INDUSTRY, 2015–2024 (USD MILLION)
・       TABLE 197 SMART MANUFACTURING PLATFORM MARKET IN APAC, BY PROCESS INDUSTRY, 2015–2024 (USD MILLION)
13.7.4            REST OF THE WORLD.. 269
・       TABLE 198 SMART MANUFACTURING PLATFORM MARKET IN ROW, BY DISCRETE INDUSTRY, 2015–2024 (USD MILLION)
・       TABLE 199 SMART MANUFACTURING PLATFORM MARKET IN ROW, BY PROCESS INDUSTRY, 2015–2024 (USD MILLION)
13.8          ARTIFICIAL INTELLIGENCE ROBOTS MARKET
13.8.1            MARKET DEFINITION.. 271
13.8.2            MARKET OVERVIEW... 271
13.8.3            ARTIFICIAL INTELLIGENCE ROBOTS MARKET, BY TECHNOLOGY
13.8.3.1          MACHINE LEARNING
・       TABLE 200............... AI ROBOTS MARKET FOR MACHINE LEARNING TECHNOLOGY,
BY APPLICATION, 2015–2023 (USD MILLION)
13.8.3.2          COMPUTER VISION
・       TABLE 201................. AI ROBOTS MARKET FOR COMPUTER VISION TECHNOLOGY, BY APPLICATION, 2015–2023 (USD MILLION)
13.8.3.3          CONTEXT AWARENESS
・       TABLE 202............. AI ROBOTS MARKET FOR CONTEXT AWARENESS TECHNOLOGY,
BY APPLICATION, 2015–2023 (USD MILLION)
13.8.3.4          NATURAL LANGUAGE PROCESSING
・       TABLE 203.............. AI ROBOTS MARKET FOR NLP TECHNOLOGY, BY APPLICATION,
2015–2023 (USD MILLION)
13.8.4            ARTIFICIAL INTELLIGENCE ROBOTS MARKET, BY APPLICATION
13.8.4.1          MILITARY & DEFENSE
・       TABLE 204.......... AI ROBOTS MARKET FOR MILITARY & DEFENSE, BY REGION,
2015–2023 (USD MILLION)
13.8.4.2          LAW ENFORCEMENT
・       TABLE 205 AI ROBOTS MARKET FOR LAW ENFORCEMENT, BY REGION,
2015–2023 (USD MILLION)
13.8.4.3          PERSONAL ASSISTANCE AND CAREGIVING
・       TABLE 206.... AI ROBOTS MARKET FOR PERSONAL ASSISTANCE AND CAREGIVING,
BY REGION, 2015–2023 (USD MILLION)
13.8.4.4          PUBLIC RELATIONS
・       TABLE 207. AI ROBOTS MARKET FOR PUBLIC RELATIONS, BY REGION,
2015–2023 (USD MILLION)
13.8.4.5          EDUCATION AND ENTERTAINMENT
・       TABLE 208.................... AI ROBOTS MARKET FOR EDUCATION AND ENTERTAINMENT, BY REGION, 2015–2023 (USD MILLION)
13.8.4.6          RESEARCH AND SPACE EXPLORATION
・       TABLE 209............ AI ROBOTS MARKET FOR RESEARCH AND SPACE EXPLORATION, BY REGION, 2015–2023 (USD MILLION)
13.8.4.7          INDUSTRIAL
・       TABLE 210.......... AI ROBOTS MARKET FOR INDUSTRIAL, BY REGION,
2015–2023 (USD MILLION)

13.8.4.8          AGRICULTURE
・       TABLE 211....... AI ROBOTS MARKET FOR AGRICULTURE, BY REGION,
2015–2023 (USD MILLION)
13.8.4.9          HEALTHCARE ASSISTANCE
・       TABLE 212... AI ROBOTS MARKET FOR HEALTHCARE ASSISTANCE, BY REGION,
2015–2023 (USD MILLION)
13.8.4.10        STOCK MANAGEMENT
・       TABLE 213......... AI ROBOTS MARKET FOR STOCK MANAGEMENT, BY REGION,
2015–2023 (USD MILLION)
13.8.4.11        OTHERS
・       TABLE 214......... AI ROBOTS MARKET FOR OTHER APPLICATIONS, BY REGION,
2015–2023 (USD MILLION)
13.9          COVID-19 IMPACT ON SMART MANUFACTURING MARKET
13.9.1            MARKET DEFINITION.. 283
13.9.2            MARKET OVERVIEW... 283
・       FIGURE 54............. SMART MANUFACTURING MARKET ECOSYSTEM
13.9.3            COVID-19 IMPACT ON SMART MANUFACTURING, BY REGION
・       TABLE 215.... SMART MANUFACTURING MARKET, BY REGION, 2017–2025 (USD BILLION)
13.9.3.1          NORTH AMERICA
・       FIGURE 55........ IMPACT OF COVID-19 ON SMART MANUFACTURING MARKET IN NORTH AMERICA
・       TABLE 216........... PRE- AND POST-COVID-19 ANALYSIS FOR SMART MANUFACTURING MARKET IN NORTH AMERICA, 2017–2025 (USD BILLION)
13.9.3.2          EUROPE
・       FIGURE 56........ IMPACT OF COVID-19 ON SMART MANUFACTURING MARKET IN EUROPE
・       TABLE 217........... PRE- AND POST-COVID-19 ANALYSIS FOR SMART MANUFACTURING MARKET IN EUROPE, 2017–2025 (USD BILLION)
13.9.3.3          APAC
・       FIGURE 57........ IMPACT OF COVID-19 ON SMART MANUFACTURING MARKET IN APAC
・       TABLE 218........... PRE- AND POST-COVID-19 ANALYSIS FOR SMART MANUFACTURING MARKET IN APAC, 2017–2025 (USD BILLION)
13.9.3.4          ROW
・       FIGURE 58........ IMPACT OF COVID-19 ON SMART MANUFACTURING MARKET IN ROW
・       TABLE 219........... PRE- AND POST-COVID-19 ANALYSIS FOR SMART MANUFACTURING MARKET IN ROW, 2017–2025 (USD BILLION)
14.. APPENDIX



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