マーケットレポート詳細
製造業向け人工知能(AI)の世界市場：用途別、産業別2028年予測
Artificial Intelligence in Manufacturing Market by Offering (Hardware, Software, Services), Technology (Machine Learning, Natural Language Processing), Application (Predictive Maintenance & Machinery Inspection, Cybersecurity) - Global Forecast to 2028
- 出版元：MarketsandMarkets
出版元について - 発行年：2023年9月
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- 商品コード：MAM3400
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【レポート紹介】
製造業向け人工知能（AI）の世界市場規模は2023年で32億ドル、2028年に208億ドル、市場の平均年成長率は45.6%に拡大する見通しです。
レポートは製造業向け人工知能（AI）の世界市場について2028年までの市場予測データ(金額US$)を掲載しています。同市場をさまざまな区分で細分化し、そのセグメント市場ごとの市場予測（オファリング別市場、技術別市場、等）を中心に構成されています。また競合状況、主要企業情報（10社）、プライシング分析、特許分析などの分析も加味し、製造業向け人工知能市場の動向および今後成長性を詳細にレポートしています。
【レポート構成概要】
◆製造業向け人工知能の世界市場予測2019-2028年
・市場規模(US$)
◆オファリング別、市場-2028年
ハードウェア
・プロセッサ
・メモリーデバイス
・ネットワークデバイス
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
-API（アプリケーションプログラムインターフェース）
サービス
・展開/統合
・サポート/メンテナンス
※(市場規模US$)
◆技術別、市場-2028年
機械学習
・ディープラーニング
・教師あり学習
・強化学習
・教師なし学習
・その他技術タイプ
自然言語処理
コンテキストアウェアコンピューティング
コンピュータービジョン
※(市場規模US$)
◆用途別、市場-2028年
・在庫最適化
・予知保全（PdM）/機械検査
・生産計画
・フィールドサービス
・再生/再利用
・品質管理
・サイバーセキュリティ
・産業用ロボット
※(市場規模US$)
◆産業別、市場-2028年
・自動車
・エネルギー/電力
・医薬品
・金属/機械製造
・半導体/エレクトロニクス
・食品飲料
・その他
※(市場規模US$)
◆主要国地域別市場-2028年
北米
・米国、カナダ、メキシコ
欧州
・ドイツ、英国、フランス
・その他欧州
アジア太平洋
・日本、中国、韓国
・その他アジア太平洋
その他地域
・南米
・中東アフリカ
※地域別に産業別の細分化データ掲載、詳細は目次参照
◆市場分析
・市場ダイナミクス（促進要因、障壁、機会、課題）
・バリューチェーン分析
・エコシステムマッピング
・業界構造分析
・ケーススタディ分析
・技術分析
・プライシング分析
・貿易分析
・特許分析
・競合状況
・市場シェア分析
◆製造業向け人工知能の主要企業プロフィール動向
・NVIDIA CORPORATION
・IBM (INTERNATIONAL BUSINESS MACHINES CORPORATION)
・INTEL CORPORATION
・SIEMENS
・GENERAL ELECTRIC
・GOOGLE LLC
・MICROSOFT
・MICRON TECHNOLOGY, INC
・AMAZON WEB SERVICES, INC (AWS)
・SIGHT MACHINE
その他企業
・PROGRESS SOFTWARE CORPORATION (DATARPM)
・AIBRAIN INC
・GENERAL VISION INC
・ROCKWELL AUTOMATION
・CISCO SYSTEMS, INC
・三菱電機株式会社
・ORACLE
・SAP
・VICARIOUS
・UBTECH ROBOTICS CORP LTD
・AQUANT
・BRIGHT MACHINES, INC
・RETHINK ROBOTICS GMBH
・SPARKCOGNITION
・FLUTURA
【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】
Table of Contents (英文詳細目次）
1 INTRODUCTION
1.1 STUDY OBJECTIVES
1.2 MARKET DEFINITION
1.2.1 INCLUSIONS AND EXCLUSIONS
1.3 STUDY SCOPE 37
1.3.1 MARKETS COVERED 37
1.3.2 REGIONAL SCOPE
1.3.3 YEARS CONSIDERED 38
1.4 CURRENCY CONSIDERED
1.5 STAKEHOLDERS
1.6 SUMMARY OF CHANGES….
1.6.1 RECESSION IMPACT ANALYSIS
2 RESEARCH METHODOLOGY
2.1 RESEARCH DATA
・ FIGURE 1 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET: RESEARCH DESIGN
2.1.1 SECONDARY DATA
2.1.1.1 LIST OF MAJOR SECONDARY SOURCES
2.1.1.2 KEY DATA FROM SECONDARY SOURCES
2.1.2 PRIMARY DATA
2.1.2.1 PRIMARY INTERVIEWS WITH EXPERTS
2.1.2.2 BREAKDOWN OF PRIMARIES
2.1.2.3 KEY DATA FROM PRIMARY SOURCES
2.1.3 SECONDARY AND PRIMARY RESEARCH
2.1.3.1 KEY INDUSTRY INSIGHTS
2.2 MARKET SIZE ESTIMATION
2.2.1 BOTTOM-UP APPROACH
2.2.1.1 APPROACH TO DERIVE MARKET SIZE USING BOTTOM-UP ANALYSIS
・ FIGURE 2 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH
2.2.2 TOP-DOWN APPROACH 48
2.2.2.1 APPROACH TO DERIVE MARKET SIZE USING BOTTOM-UP ANALYSIS
・ FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH
・ FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY (SUPPLY SIDE APPROACH)
2.3 MARKET BREAKDOWN AND DATA TRIANGULATION
・ FIGURE 5 DATA TRIANGULATION
2.4 RESEARCH ASSUMPTIONS
・ FIGURE 6 ASSUMPTIONS FOR RESEARCH STUDY
2.5 PARAMETERS CONSIDERED TO ANALYZE IMPACT OF RECESSION ON ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET
2.6 RESEARCH LIMITATIONS
2.7 RISK ASSESSMENT
・ FIGURE 7 RISK ASSESSMENT OF RESEARCH STUDY
3 EXECUTIVE SUMMARY
・ FIGURE 8 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, 2019−2028 (USD MILLION)
・ FIGURE 9 SOFTWARE OFFERINGS TO CAPTURE LARGEST SHARE OF ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET IN 2028 54
・ FIGURE 10 MACHINE LEARNING TECHNOLOGY TO HOLD LARGEST SHARE OF ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET IN 2028
・ FIGURE 11 PREDICTIVE MAINTENANCE AND MACHINERY INSPECTION APPLICATION TO HOLD LARGEST SHARE OF ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET IN 2023
・ FIGURE 12 AUTOMOTIVE INDUSTRY ACCOUNTED FOR LARGEST SHARE OF ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET IN 2022 57
・ FIGURE 13 ASIA PACIFIC TO REGISTER HIGHEST CAGR IN ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET DURING FORECAST PERIOD
4 PREMIUM INSIGHTS
4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET
・ FIGURE 14 RISING ADOPTION OF IIOT AND AUTOMATION TECHNOLOGY BY MANUFACTURING FIRMS TO DRIVE MARKET GROWTH
4.2 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY OFFERING
・ FIGURE 15 SOFTWARE SEGMENT TO HOLD LARGEST SHARE OF ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET IN 2023 60
4.3 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY TECHNOLOGY
・ FIGURE 16 MACHINE LEARNING SEGMENT TO HOLD LARGEST SHARE OF ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET IN 2023
4.4 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY APPLICATION
・ FIGURE 17 PREDICTIVE MAINTENANCE & MACHINERY INSPECTION SEGMENT TO HOLD LARGEST SHARE OF ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET IN 2023
4.5 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY INDUSTRY
・ FIGURE 18 AUTOMOTIVE SEGMENT HELD LARGEST SHARE OF ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET IN ASIA PACIFIC IN 2022
4.6 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY COUNTRY
・ FIGURE 19 CHINA TO REGISTER HIGHEST CAGR IN ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET BETWEEN 2023 AND 2028
5 MARKET OVERVIEW
5.1 INTRODUCTION
5.2 MARKET DYNAMICS
・ FIGURE 20 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET DYNAMICS
5.2.1 DRIVERS
5.2.1.1 PRESSING NEED TO HANDLE LARGE AND COMPLEX DATASETS EFFECTIVELY
5.2.1.2 RISING ADOPTION OF IIOT AND AUTOMATION TECHNOLOGIES BY MANUFACTURING FIRMS
5.2.1.3 THRIVING SEMICONDUCTOR CHIPSET INDUSTRY DUE TO INCREASING ADOPTION OF AI TECHNOLOGY
5.2.1.4 GROWING VENTURE CAPITAL AND SEED FUNDING OPPORTUNITIES FOR STARTUPS ENTERING IN AI-DRIVEN MANUFACTURING
・ FIGURE 21 IMPACT ANALYSIS OF DRIVERS 67
5.2.2 RESTRAINTS
5.2.2.1 RELUCTANCE AMONG MANUFACTURERS TO ADOPT AI-BASED TECHNOLOGIES
・ FIGURE 22 IMPACT ANALYSIS OF RESTRAINTS
5.2.3 OPPORTUNITIES
5.2.3.1 UTILIZATION OF AI-POWERED PREDICTIVE ANALYTICS AND PRODUCTION PLANNING APPS TO ENHANCE MANUFACTURING EFFICIENCY
5.2.3.2 EXECUTION OF ML AND NLP TO AUTOMATE AND UPGRADE BUSINESS PROCESSES
・ FIGURE 23 IMPACT ANALYSIS OF OPPORTUNITIES
5.2.4 CHALLENGES
5.2.4.1 SHORTAGE OF SKILLED WORKFORCE, ESPECIALLY IN DEVELOPING COUNTRIES
5.2.4.2 CONCERNS REGARDING DATA PRIVACY AND STRINGENT DATA SECURITY REGULATIONS
・ FIGURE 24 IMPACT ANALYSIS OF CHALLENGES
5.3 VALUE CHAIN ANALYSIS
・ FIGURE 25 ARTIFICIAL INTELLIGENCE IN MANUFACTURING VALUE CHAIN ANALYSIS
5.4 ECOSYSTEM MAPPING
・ FIGURE 26 ECOSYSTEM ANALYSIS
・ TABLE 1 ROLE OF MAJOR COMPANIES IN ECOSYSTEM
5.5 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS
・ FIGURE 27 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS
5.6 PORTER’S FIVE FORCES ANALYSIS
・ FIGURE 28 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET: PORTER’S FIVE FORCES ANALYSIS
・ TABLE 2 IMPACT OF EACH FORCE ON AI IN MANUFACTURING MARKET
5.6.1 BARGAINING POWER OF SUPPLIERS
5.6.2 BARGAINING POWER OF BUYERS
5.6.3 THREAT OF NEW ENTRANTS
5.6.4 THREAT OF SUBSTITUTES
5.6.5 INTENSITY OF COMPETITIVE RIVALRY
5.7 CASE STUDY ANALYSIS
・ TABLE 3 SIEMENS GAMESA DEPLOYED AI SOLUTION TO ACCELERATE INSPECTION SPEED OF TURBINE BLADES
・ TABLE 4 VOLVO ADOPTED MACHINE LEARNING-DRIVEN DATA ANALYTICS TO PREDICT VEHICLE BREAKDOWN AND IMPROVE SERVICE
・ TABLE 5 ROLLS-ROYCE CHOSE MICROSOFT CORTANA TO SCHEDULE MAINTENANCE PLANS AND REDUCE OPERATIONAL DISRUPTIONS
・ TABLE 6 PAPER PACKAGING FIRM IMPLEMENTED EMA APPLICATION SUITE TO IMPROVE PRODUCTION PROCESS AND DIAGNOSE QUALITY ISSUES
5.8 TECHNOLOGY ANALYSIS
5.9 PRICING ANALYSIS
5.9.1 AVERAGE SELLING PRICE OF PROCESSORS OFFERED BY KEY PLAYERS
・ FIGURE 29 AVERAGE SELLING PRICE OF KEY PLAYERS, BY PROCESSOR TYPE
・ TABLE 7 AVERAGE SELLING PRICE OF PROCESSORS OFFERED BY KEY PLAYERS, BY TYPE
5.9.2 AVERAGE SELLING PRICE TREND OF PROCESSORS, BY TYPE
・ TABLE 8 AVERAGE SELLING PRICE OF PROCESSORS, 2022 (USD)
・ TABLE 9 AVERAGE SELLING PRICE OF PROCESSORS USED IN AI-BASED MANUFACTURING, BY REGION, 2022
・ FIGURE 30 AVERAGE SELLING PRICE OF PROCESSORS, 2019–2028 (USD)
5.10 TRADE ANALYSIS
5.10.1 IMPORT SCENARIO 81
・ FIGURE 31 IMPORT VALUES, BY KEY COUNTRY, 2018–2022 (USD MILLION)
5.10.2 EXPORT SCENARIO 82
・ FIGURE 32 EXPORT VALUES, BY KEY COUNTRY, 2018–2022 (USD MILLION)
5.11 PATENT ANALYSIS
・ FIGURE 33 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS IN LAST 10 YEARS
・ TABLE 10 TOP 20 PATENT OWNERS IN US IN LAST 10 YEARS
・ FIGURE 34 NUMBER OF PATENTS GRANTED PER YEAR FROM 2013 TO 2022
・ TABLE 11 RECENT PATENTS RELATED TO ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET
5.12 KEY STAKEHOLDERS AND BUYING CRITERIA
5.12.1 KEY STAKEHOLDERS IN BUYING PROCESS
・ FIGURE 35 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP 3 APPLICATIONS
・ TABLE 12 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP 3 APPLICATIONS (%)
5.12.2 BUYING CRITERIA 89
・ FIGURE 36 KEY BUYING CRITERIA FOR TOP 3 APPLICATIONS
・ TABLE 13 KEY BUYING CRITERIA FOR TOP 3 APPLICATIONS
5.13 KEY CONFERENCES AND EVENTS, 2023–2025
・ TABLE 14 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET: CONFERENCES AND EVENTS
5.14 REGULATORY LANDSCAPE
5.14.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
・ TABLE 15 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
・ TABLE 16 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
・ TABLE 17 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
・ TABLE 18 ROW: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
5.14.2 STANDARDS IN ITS/C-ITS
・ TABLE 19 SECURITY AND PRIVACY STANDARDS DEVELOPED BY EUROPEAN TELECOMMUNICATION STANDARDS INSTITUTE (ETSI)
6 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY OFFERING
6.1 INTRODUCTION
・ FIGURE 37 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY OFFERING
・ FIGURE 38 SOFTWARE SEGMENT TO HOLD LARGEST SHARE OF ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET IN 2028 96
・ TABLE 20 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY OFFERING, 2019–2022 (USD MILLION)
・ TABLE 21 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY OFFERING, 2023–2028 (USD MILLION)
6.2 HARDWARE
・ TABLE 22 HARDWARE: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY TYPE, 2019–2022 (USD MILLION)
・ TABLE 23 HARDWARE: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY TYPE, 2023–2028 (USD MILLION)
6.2.1 PROCESSORS
6.2.1.1 ROBUST PARALLEL PROCESSING CAPABILITIES OF PROCESSORS TO FOSTER ADOPTION IN AI APPLICATIONS
6.2.1.1.1 MICROPROCESSOR UNITS (MPUS)
6.2.1.1.2 GRAPHICS PROCESSING UNITS (GPUS)
6.2.1.1.3 FIELD PROGRAMMABLE GATE ARRAY (FPGA)
6.2.1.1.4 APPLICATION-SPECIFIC INTEGRATED CIRCUITS (ASICS)
6.2.2 MEMORY DEVICES
6.2.2.1 HIGH DEMAND FOR HIGH-BANDWIDTH MEMORY DEVICES TO DRIVE MARKET
6.2.3 NETWORK DEVICES 100
6.2.3.1 INCREASED IMPLEMENTATION OF ETHERNET ADAPTORS AND INTERCONNECTS TO CREATE OPPORTUNITIES FOR NETWORK DEVICE PROVIDERS
6.3 SOFTWARE
・ TABLE 24 SOFTWARE: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY TYPE, 2019–2022 (USD MILLION)
・ TABLE 25 SOFTWARE: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY TYPE, 2023–2028 (USD MILLION)
6.3.1 AI SOLUTIONS
6.3.1.1 RISING USE OF NONPROCEDURAL LANGUAGES TO DEVELOP AI SOLUTIONS TO BOOST SEGMENTAL GROWTH
・ TABLE 26 AI SOLUTIONS: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY DEPLOYMENT TYPE, 2019–2022 (USD MILLION)
・ TABLE 27 AI SOLUTIONS: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
6.3.1.2 ON-PREMISES
6.3.1.2.1 GREATER FLEXIBILITY AND CONTROL OFFERED BY ON-PREMISES AI SOLUTIONS TO FUEL SEGMENTAL GROWTH
6.3.1.3 CLOUD
6.3.1.3.1 REDUCED OPERATIONAL COSTS, HASSLE-FREE DEPLOYMENT, AND HIGH SCALABILITY PROVIDED BY CLOUD DEPLOYMENT MODEL TO DRIVE SEGMENTAL GROWTH
6.3.2 AI PLATFORMS
6.3.2.1 INCREASING ADOPTION OF AI PLATFORMS TO DEVELOP LEARNING ALGORITHMS AND INTELLIGENT APPLICATIONS TO SUPPORT SEGMENTAL GROWTH
・ TABLE 28 AI PLATFORMS: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY PLATFORM TYPE, 2019–2022 (USD MILLION)
・ TABLE 29 AI PLATFORMS: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY PLATFORM TYPE, 2023–2028 (USD MILLION)
6.3.2.2 MACHINE LEARNING FRAMEWORK
6.3.2.3 APPLICATION PROGRAM INTERFACE (API)
6.4 SERVICES
・ TABLE 30 SERVICES: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY TYPE, 2019–2022 (USD MILLION)
・ TABLE 31 SERVICES: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY TYPE, 2023–2028 (USD MILLION)
6.4.1 DEPLOYMENT & INTEGRATION
6.4.1.1 GROWING DEMAND FOR DEPLOYMENT AND INTEGRATION SERVICES WHILE CONFIGURING AI SYSTEMS IN MANUFACTURING SECTOR TO DRIVE MARKET
6.4.2 SUPPORT & MAINTENANCE
6.4.2.1 INCREASING DEMAND FOR SUPPORT & MAINTENANCE SERVICES TO KEEP SYSTEMS AT ACCEPTABLE STANDARDS TO FUEL MARKET GROWTH
7 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY TECHNOLOGY
7.1 INTRODUCTION
・ FIGURE 39 MACHINE LEARNING TECHNOLOGY TO HOLD LARGEST SHARE OF ARTIFICIAL INTELLIGENCE IN MANUFACTURING IN 2028
・ TABLE 32 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
・ TABLE 33 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
7.2 MACHINE LEARNING
7.2.1 ADVANCEMENTS IN DEEP LEARNING, SUPERVISED LEARNING, AND REINFORCEMENT LEARNING TECHNOLOGIES TO DRIVE MARKET
・ TABLE 34 MACHINE LEARNING: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY TYPE, 2019–2022 (USD MILLION) 110
・ TABLE 35 MACHINE LEARNING: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY TYPE, 2023–2028 (USD MILLION) 110
・ TABLE 36 MACHINE LEARNING: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY APPLICATION, 2019–2022 (USD MILLION)
・ TABLE 37 MACHINE LEARNING: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
7.2.2 DEEP LEARNING
7.2.2.1 GROWING PENETRATION OF IOT, AUTOMATION, AND MACHINE VISION TECHNOLOGIES IN MANUFACTURING PLANTS TO DRIVE MARKET
7.2.3 SUPERVISED LEARNING
7.2.3.1 IMAGE RECOGNITION, FACIAL RECOGNITION, AND PREDICTIVE ANALYTICS TO CONTRIBUTE TO MARKET GROWTH
7.2.4 REINFORCEMENT LEARNING
7.2.4.1 POTENTIAL TO AUTOMATICALLY DETERMINE CONTEXT-SPECIFIC IDEAL BEHAVIOR TO MAXIMIZE PERFORMANCE TO DRIVE MARKET
7.2.5 UNSUPERVISED LEARNING
7.2.5.1 USE OF ALGORITHMS TO FIND HIDDEN DATA PATTERNS OR GROUPINGS IN LARGE DATASETS TO BOOST ADOPTION OF UNSUPERVISED LEARNING TECHNOLOGY
7.2.6 OTHER TECHNOLOGY TYPES
7.3 NATURAL LANGUAGE PROCESSING
7.3.1 RISING USE OF NLP-DRIVEN TOOLS TO AUTOMATE COMPLEX BUSINESS PROCESSES TO DRIVE MARKET
・ TABLE 38 NATURAL LANGUAGE PROCESSING: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY APPLICATION, 2019–2022 (USD MILLION)
・ TABLE 39 NATURAL LANGUAGE PROCESSING: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
7.4 CONTEXT-AWARE COMPUTING
7.4.1 INCREASING FOCUS ON MAKING REAL-TIME DECISIONS TO ENHANCE QUALITY, SAFETY, AND PRODUCTIVITY TO BOOST DEMAND IN MANUFACTURING SECTOR
・ TABLE 40 CONTEXT-AWARE COMPUTING: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY TYPE, 2019–2022 (USD MILLION) 116
・ TABLE 41 CONTEXT-AWARE COMPUTING: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY TYPE, 2023–2028 (USD MILLION) 117
・ TABLE 42 CONTEXT-AWARE COMPUTING: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY APPLICATION, 2019–2022 (USD MILLION)
・ TABLE 43 CONTEXT-AWARE COMPUTING: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
7.5 COMPUTER VISION
7.5.1 INTEGRATION OF COMPUTER VISION TECHNOLOGY TO ANALYZE 3D OBJECTS AND MINIMIZE MATERIAL WASTE TO DRIVE MARKET
・ TABLE 44 COMPUTER VISION: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY APPLICATION, 2019–2022 (USD MILLION)
・ TABLE 45 COMPUTER VISION: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
8 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY APPLICATION
8.1 INTRODUCTION
・ FIGURE 40 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY APPLICATION
・ FIGURE 41 PREDICTIVE MAINTENANCE & MACHINERY INSPECTION SEGMENT TO HOLD LARGEST MARKET SHARE IN 2023
・ TABLE 46 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY APPLICATION, 2019–2022 (USD MILLION)
・ TABLE 47 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
8.2 INVENTORY OPTIMIZATION
8.2.1 GROWING IMPLEMENTATION OF AI IN MANUFACTURING SECTOR TO ACHIEVE COST-EFFICIENCY AND ENSURE TIMELY PRODUCT DELIVERY TO DRIVE MARKET
・ TABLE 48 INVENTORY OPTIMIZATION: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
・ TABLE 49 INVENTORY OPTIMIZATION: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
・ TABLE 50 INVENTORY OPTIMIZATION: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION) 124
・ TABLE 51 INVENTORY OPTIMIZATION: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION) 124
8.3 PREDICTIVE MAINTENANCE & MACHINERY INSPECTION
8.3.1 INCREASING ADOPTION OF LEARNING TECHNOLOGY TO PREVENT UNEXPECTED DOWNTIME DUE TO MACHINE FAILURE TO FUEL MARKET GROWTH
・ FIGURE 42 MACHINE LEARNING TECHNOLOGY TO DOMINATE MARKET FOR PREDICTIVE MAINTENANCE & MACHINERY INSPECTION APPLICATIONS DURING FORECAST PERIOD
・ TABLE 52 PREDICTIVE MAINTENANCE & MACHINERY INSPECTION: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
・ TABLE 53 PREDICTIVE MAINTENANCE & MACHINERY INSPECTION: ARTIFICIAL INTELLIGENCE IN MANUFACTURING, BY TECHNOLOGY, 2023–2028 (USD MILLION)
・ TABLE 54 PREDICTIVE MAINTENANCE & MACHINERY INSPECTION: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION)
・ TABLE 55 PREDICTIVE MAINTENANCE & MACHINERY INSPECTION: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION)
8.4 PRODUCTION PLANNING
8.4.1 RISING USE OF BIG DATA ANALYTICS IN PRODUCTION PLANNING TO FOSTER MARKET GROWTH
・ TABLE 56 PRODUCTION PLANNING: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
・ TABLE 57 PRODUCTION PLANNING: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
・ TABLE 58 PRODUCTION PLANNING: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION) 129
・ TABLE 59 PRODUCTION PLANNING: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION) 129
8.5 FIELD SERVICES
8.5.1 SURGING USE OF AI-POWERED SOLUTIONS IN FIELD SERVICES OFFERED TO OIL & GAS AND ENERGY & POWER INDUSTRY PLAYERS TO SUPPORT MARKET GROWTH
・ TABLE 60 FIELD SERVICES: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
・ TABLE 61 FIELD SERVICES: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
・ TABLE 62 FIELD SERVICES: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION) 131
・ TABLE 63 FIELD SERVICES: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION) 131
8.6 RECLAMATION 131
8.6.1 ELEVATING DEMAND FOR COMPUTER VISION TECHNOLOGY TO IDENTIFY AND SORT RECYCLABLE MATERIALS TO DRIVE MARKET
・ TABLE 64 RECLAMATION: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
・ TABLE 65 RECLAMATION: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
・ TABLE 66 RECLAMATION: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION) 132
・ TABLE 67 RECLAMATION: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION) 133
8.7 QUALITY CONTROL
8.7.1 GROWING USE OF AI-POWERED QUALITY CONTROL SYSTEMS BY PHARMACEUTICAL AND FOOD & BEVERAGE COMPANIES TO ACCELERATE MARKET GROWTH
・ TABLE 68 QUALITY CONTROL: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
・ TABLE 69 QUALITY CONTROL: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
・ TABLE 70 QUALITY CONTROL: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION) 134
・ TABLE 71 QUALITY CONTROL: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION) 135
8.8 CYBERSECURITY
8.8.1 HIGH EMPHASIS OF AUTOMATED PLANTS ON AVOIDING DATA BREACHES TO BOOST DEMAND FOR AI-DRIVEN CYBERSECURITY SOLUTIONS
・ TABLE 72 CYBERSECURITY: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
・ TABLE 73 CYBERSECURITY: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
・ FIGURE 43 ASIA PACIFIC TO HOLD LARGEST MARKET SHARE FOR CYBERSECURITY APPLICATIONS IN 2023
・ TABLE 74 CYBERSECURITY: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION) 137
・ TABLE 75 CYBERSECURITY: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION) 138
8.9 INDUSTRIAL ROBOTS
8.9.1 SEAMLESS INTEGRATION OF AI INTO INDUSTRIAL ROBOTS TO IMPROVE PRODUCTION AND EFFICIENCY TO DRIVE MARKET
・ TABLE 76 INDUSTRIAL ROBOTS: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
・ TABLE 77 INDUSTRIAL ROBOTS: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
・ TABLE 78 INDUSTRIAL ROBOTS: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION) 139
・ TABLE 79 INDUSTRIAL ROBOTS: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION) 139
9 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY INDUSTRY
9.1 INTRODUCTION
・ FIGURE 44 AUTOMOTIVE INDUSTRY HELD LARGEST SHARE OF ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET IN 2023 141
・ TABLE 80 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY INDUSTRY, 2019–2022 (USD MILLION)
・ TABLE 81 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY INDUSTRY, 2023–2028 (USD MILLION)
9.2 AUTOMOTIVE 143
9.2.1 INCREASING ADOPTION OF ML AND COMPUTER VISION TECHNOLOGIES TO ENSURE FLAWLESS PRODUCTION OF VEHICLE PARTS TO DRIVE MARKET
・ TABLE 82 AUTOMOTIVE: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION) 143
・ FIGURE 45 ASIA PACIFIC TO HOLD LARGEST SHARE OF ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET FOR AUTOMOTIVE INDUSTRY IN 2028
・ TABLE 83 AUTOMOTIVE: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION) 144
9.3 ENERGY & POWER
9.3.1 GROWING IMPLEMENTATION OF AI TO MINIMIZE ENERGY WASTE AND REDUCE ENERGY COSTS TO BOOST SEGMENTAL GROWTH
・ TABLE 84 ENERGY & POWER: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION) 145
・ TABLE 85 ENERGY & POWER: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION) 146
9.4 PHARMACEUTICALS
9.4.1 RISING USE OF AI IN QUALITY CONTROL AND PRODUCTION PLANNING APPLICATIONS TO STIMULATE MARKET GROWTH
・ TABLE 86 PHARMACEUTICALS: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION) 146
・ FIGURE 46 NORTH AMERICA TO HOLD LARGEST SHARE OF ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET FOR PHARMACEUTICALS INDUSTRY IN 2028
・ TABLE 87 PHARMACEUTICALS: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION) 147
9.5 METALS & HEAVY MACHINERY
9.5.1 INCREASED USE OF ROBOTICS IN METALS & HEAVY MACHINERY INDUSTRY TO AVOID UNPLANNED DOWNTIME AND WASTAGE TO DRIVE MARKET
・ TABLE 88 METALS & HEAVY MACHINERY: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION)
・ TABLE 89 METALS & HEAVY MACHINERY: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION)
9.6 SEMICONDUCTOR & ELECTRONICS
9.6.1 SURGING FOCUS ON DEVELOPING MINIATURE SEMICONDUCTOR AND ELECTRONICS EQUIPMENT TO BOOST ADOPTION OF AI-BASED INDUSTRIAL ROBOTS
・ TABLE 90 SEMICONDUCTOR & ELECTRONICS: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION)
・ TABLE 91 SEMICONDUCTOR & ELECTRONICS: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION)
9.7 FOOD & BEVERAGES
9.7.1 GROWING ADOPTION OF AUTOMATION TO MAINTAIN HYGIENIC FOOD PROCESSING SOLUTIONS TO FUEL MARKET GROWTH
・ TABLE 92 FOOD & BEVERAGES: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION) 151
・ TABLE 93 FOOD & BEVERAGES: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION) 151
9.8 OTHER INDUSTRIES
・ TABLE 94 OTHER INDUSTRIES: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION) 152
・ TABLE 95 OTHER INDUSTRIES: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION) 153
10 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION
10.1 INTRODUCTION
・ FIGURE 47 CHINA, SOUTH KOREA, UK, AND US TO BE HOTSPOTS IN ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET
・ FIGURE 48 ASIA PACIFIC TO DOMINATE ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET THROUGHOUT FORECAST PERIOD
・ TABLE 96 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION)
・ TABLE 97 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION)
10.2 NORTH AMERICA
10.2.1 NORTH AMERICA: RECESSION IMPACT
・ FIGURE 49 SNAPSHOT OF ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET IN NORTH AMERICA
・ TABLE 98 NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
・ TABLE 99 NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
・ TABLE 100 NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY INDUSTRY, 2019–2022 (USD MILLION)
・ TABLE 101 NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY INDUSTRY, 2023–2028 (USD MILLION)
10.2.2 US
10.2.2.1 RISING ADOPTION OF INDUSTRIAL ROBOTS DUE TO SHORTAGE OF SKILLED WORKFORCE TO DRIVE MARKET
10.2.3 CANADA
10.2.3.1 INCREASING INVESTMENTS BY SMES IN IOT TO BOOST DEMAND FOR AI-BASED SOLUTIONS
10.2.4 MEXICO
10.2.4.1 SURGING FOREIGN DIRECT INVESTMENTS IN AI AND ROBOTICS TO SUPPORT MARKET GROWTH
10.3 EUROPE
10.3.1 EUROPE: RECESSION IMPACT
・ FIGURE 50 SNAPSHOT OF ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET IN EUROPE
・ TABLE 102 EUROPE: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
・ TABLE 103 EUROPE: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
・ FIGURE 51 GERMANY HELD LARGEST SHARE OF EUROPEAN ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET IN 2022
・ TABLE 104 EUROPE: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY INDUSTRY, 2019–2022 (USD MILLION)
・ TABLE 105 EUROPE: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY INDUSTRY, 2023–2028 (USD MILLION)
10.3.2 GERMANY
10.3.2.1 HIGH ADOPTION OF COMPUTER VISION SYSTEMS TO GET REAL-TIME MANUFACTURING DATA TO FUEL MARKET GROWTH
10.3.3 UK
10.3.3.1 INCREASING INVESTMENT BY GOVERNMENT IN ROBOTICS AND AI TECHNOLOGIES TO FOSTER MARKET GROWTH
10.3.4 FRANCE
10.3.4.1 RISING ADOPTION OF AI BY MANUFACTURING FIRMS TO FUEL MARKET GROWTH
10.3.5 REST OF EUROPE
10.4 ASIA PACIFIC
・ FIGURE 52 SNAPSHOT OF ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET IN ASIA PACIFIC
・ TABLE 106 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
・ TABLE 107 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
・ TABLE 108 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY INDUSTRY, 2019–2022 (USD MILLION)
・ TABLE 109 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY INDUSTRY, 2023–2028 (USD MILLION)
10.4.1 CHINA
10.4.1.1 STRATEGIC PLANNING TO ACHIEVE NEXT GENERATION AI GOAL BY 2030 TO BOOST DEMAND FOR AI TECHNOLOGY BY MANUFACTURING FIRMS
10.4.2 JAPAN
10.4.2.1 STRONG PRESENCE OF TOP-TIER IT, MACHINERY, AND AUTOMOBILE MANUFACTURING FIRMS TO SUPPORT MARKET GROWTH
10.4.3 SOUTH KOREA
10.4.3.1 PRESENCE OF MASSIVE COMPUTING DATA CENTERS FOR AI RESEARCH TO CONTRIBUTE TO MARKET GROWTH
10.4.4 REST OF ASIA PACIFIC
10.5 ROW
・ TABLE 110 ROW: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2019–2022 (USD MILLION)
・ TABLE 111 ROW: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY REGION, 2023–2028 (USD MILLION)
・ TABLE 112 ROW: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY INDUSTRY, 2019–2022 (USD MILLION)
・ TABLE 113 ROW: ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET, BY INDUSTRY, 2023–2028 (USD MILLION)
10.5.1 SOUTH AMERICA
10.5.1.1 INCREASED INVESTMENTS IN IT INFRASTRUCTURE DEVELOPMENT TO FUEL MARKET GROWTH
10.5.2 MIDDLE EAST & AFRICA
10.5.2.1 INCREASING DEPLOYMENT OF CLOUD-BASED COGNITIVE COMPUTING IN MANUFACTURING SECTOR TO DRIVE MARKET
11 COMPETITIVE LANDSCAPE
11.1 INTRODUCTION
11.2 MAJOR STRATEGIES ADOPTED BY KEY PLAYERS
・ TABLE 114 OVERVIEW OF STRATEGIES ADOPTED BY PLAYERS IN ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET
11.3 REVENUE ANALYSIS OF TOP 5 PLAYERS
・ FIGURE 53 FIVE-YEAR REVENUE ANALYSIS OF TOP 5 PLAYERS IN ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET
11.4 MARKET SHARE ANALYSIS
・ TABLE 115 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET SHARE ANALYSIS, 2022
・ FIGURE 54 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET SHARE, BY COMPANY, 2022
11.5 COMPANY EVALUATION MATRIX, 2022
11.5.1 STARS
11.5.2 PERVASIVE PLAYERS
11.5.3 EMERGING LEADERS
11.5.4 PARTICIPANTS
・ FIGURE 55 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET (GLOBAL) COMPANY EVALUATION MATRIX, 2022
11.6 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET: COMPANY FOOTPRINT
11.6.1 COMPANY FOOTPRINT OF TOP PLAYERS
・ TABLE 116 APPLICATION AND REGIONAL FOOTPRINT OF TOP COMPANIES
・ TABLE 117 APPLICATION FOOTPRINT OF KEY COMPANIES
・ TABLE 118 OFFERING FOOTPRINT OF KEY COMPANIES
・ TABLE 119 REGIONAL FOOTPRINT OF KEY COMPANIES
11.7 SMALL AND MEDIUM-SIZED ENTERPRISES (SMES) EVALUATION MATRIX, 2022
11.7.1 PROGRESSIVE COMPANIES
11.7.2 RESPONSIVE COMPANIES
11.7.3 DYNAMIC COMPANIES
11.7.4 STARTING BLOCKS
・ FIGURE 56 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET (GLOBAL) SME EVALUATION MATRIX, 2022
11.8 COMPETITIVE BENCHMARKING
・ TABLE 120 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET: LIST OF KEY STARTUPS/SMES
・ TABLE 121 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES
11.9 COMPETITIVE SITUATIONS AND TRENDS
・ TABLE 122 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET: PRODUCT LAUNCHES, 2021–2023
・ TABLE 123 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET: DEALS, 2021–2023
・ TABLE 124 ARTIFICIAL INTELLIGENCE IN MANUFACTURING MARKET: OTHERS, 2021–2023
12 COMPANY PROFILES
(BUSINESS OVERVIEW, PRODUCTS/SOLUTIONS/SERVICES OFFERED, RECENT DEVELOPMENTS, AND MNM VIEW (KEY STRENGTHS/RIGHT TO WIN, STRATEGIC CHOICES MADE, AND WEAKNESSES AND COMPETITIVE THREATS))*
12.1 KEY PLAYERS 203
12.1.1 NVIDIA CORPORATION
・ TABLE 125 NVIDIA CORPORATION: COMPANY OVERVIEW
・ FIGURE 57 NVIDIA CORPORATION: COMPANY SNAPSHOT
・ TABLE 126 NVIDIA CORPORATION: PRODUCT/SOLUTION/SERVICE OFFERINGS
・ TABLE 127 NVIDIA CORPORATION: PRODUCT LAUNCHES
・ TABLE 128 NVIDIA CORPORATION: DEALS
12.1.2 IBM (INTERNATIONAL BUSINESS MACHINES CORPORATION)
・ TABLE 129 IBM: COMPANY OVERVIEW
・ FIGURE 58 IBM: COMPANY SNAPSHOT
・ TABLE 130 IBM: PRODUCT/SOLUTION/SERVICE OFFERINGS
・ TABLE 131 IBM: PRODUCT LAUNCHES
・ TABLE 132 IBM: DEALS
12.1.3 INTEL CORPORATION 215
・ TABLE 133 INTEL CORPORATION: COMPANY OVERVIEW
・ FIGURE 59 INTEL CORPORATION: COMPANY SNAPSHOT
・ TABLE 134 INTEL CORPORATION: PRODUCT/SOLUTION/SERVICE OFFERINGS
・ TABLE 135 INTEL CORPORATION: PRODUCT LAUNCHES
・ TABLE 136 INTEL CORPORATION: DEALS
12.1.4 SIEMENS
・ TABLE 137 SIEMENS: COMPANY OVERVIEW
・ FIGURE 60 SIEMENS: COMPANY SNAPSHOT
・ TABLE 138 SIEMENS: PRODUCT/SOLUTION/SERVICE OFFERINGS
・ TABLE 139 SIEMENS: PRODUCT LAUNCHES
・ TABLE 140 SIEMENS: DEALS
12.1.5 GENERAL ELECTRIC 226
・ TABLE 141 GENERAL ELECTRIC: COMPANY OVERVIEW
・ FIGURE 61 GENERAL ELECTRIC: COMPANY SNAPSHOT
・ TABLE 142 GENERAL ELECTRIC: PRODUCT/SOLUTION/SERVICE OFFERINGS
・ TABLE 143 GENERAL ELECTRIC: PRODUCT LAUNCHES
・ TABLE 144 GENERAL ELECTRIC: DEALS
12.1.6 GOOGLE LLC
・ TABLE 145 GOOGLE LLC: COMPANY OVERVIEW 231
・ FIGURE 62 GOOGLE LLC: COMPANY SNAPSHOT 232
・ TABLE 146 GOOGLE LLC: PRODUCT/SOLUTION/SERVICE OFFERINGS
・ TABLE 147 GOOGLE LLC: PRODUCT LAUNCHES 233
・ TABLE 148 GOOGLE LLC: DEALS
12.1.7 MICROSOFT
・ TABLE 149 MICROSOFT: COMPANY OVERVIEW 235
・ FIGURE 63 MICROSOFT: COMPANY SNAPSHOT 236
・ TABLE 150 MICROSOFT: PRODUCT/SOLUTION/SERVICE OFFERINGS
・ TABLE 151 MICROSOFT: PRODUCT LAUNCHES 237
・ TABLE 152 MICROSOFT: DEALS
12.1.8 MICRON TECHNOLOGY, INC.
・ TABLE 153 MICRON TECHNOLOGY, INC.: COMPANY OVERVIEW
・ FIGURE 64 MICRON TECHNOLOGY, INC.: COMPANY SNAPSHOT
・ TABLE 154 MICRON TECHNOLOGY, INC.: PRODUCT/SOLUTION/SERVICE OFFERINGS
・ TABLE 155 MICRON TECHNOLOGY, INC.: PRODUCT LAUNCHES
・ TABLE 156 MICRON TECHNOLOGY: DEALS
・ TABLE 157 MICRON TECHNOLOGY, INC.: OTHERS
12.1.9 AMAZON WEB SERVICES, INC. (AWS)
・ TABLE 158 AMAZON WEB SERVICES, INC.: COMPANY OVERVIEW
・ FIGURE 65 AMAZON WEB SERVICES, INC.: COMPANY SNAPSHOT
・ TABLE 159 AMAZON WEB SERVICES, INC.: PRODUCT/SOLUTION/SERVICE OFFERINGS
・ TABLE 160 AMAZON WEB SERVICES, INC.: PRODUCT LAUNCHES
・ TABLE 161 AMAZON WEB SERVICES, INC.: DEALS
12.1.10 SIGHT MACHINE
・ TABLE 162 SIGHT MACHINE: COMPANY OVERVIEW
・ TABLE 163 SIGHT MACHINE: PRODUCT/SOLUTION/SERVICE OFFERINGS
・ TABLE 164 SIGHT MACHINE: PRODUCT LAUNCHES
・ TABLE 165 SIGHT MACHINE: DEALS
12.2 OTHER PLAYERS
12.2.1 PROGRESS SOFTWARE CORPORATION (DATARPM)
・ TABLE 166 PROGRESS SOFTWARE CORPORATION (DATARPM): COMPANY OVERVIEW
12.2.2 AIBRAIN INC.
・ TABLE 167 AIBRAIN INC.: COMPANY OVERVIEW
12.2.3 GENERAL VISION INC.
・ TABLE 168 GENERAL VISION INC.: COMPANY OVERVIEW
12.2.4 ROCKWELL AUTOMATION
・ TABLE 169 ROCKWELL AUTOMATION: COMPANY OVERVIEW
12.2.5 CISCO SYSTEMS, INC.
・ TABLE 170 CISCO SYSTEMS, INC.: COMPANY OVERVIEW
12.2.6 MITSUBISHI ELECTRIC CORPORATION
・ TABLE 171 MITSUBISHI ELECTRIC CORPORATION: COMPANY OVERVIEW
12.2.7 ORACLE
・ TABLE 172 ORACLE: COMPANY OVERVIEW
12.2.8 SAP
・ TABLE 173 SAP: COMPANY OVERVIEW
12.2.9 VICARIOUS
・ TABLE 174 VICARIOUS: COMPANY OVERVIEW 260
12.2.10 UBTECH ROBOTICS CORP LTD
・ TABLE 175 UBTECH ROBOTICS CORP LTD: COMPANY OVERVIEW
12.2.11 AQUANT
・ TABLE 176 AQUANT: COMPANY OVERVIEW
12.2.12 BRIGHT MACHINES, INC.
・ TABLE 177 BRIGHT MACHINES, INC.: COMPANY OVERVIEW
12.2.13 RETHINK ROBOTICS GMBH
・ TABLE 178 RETHINK ROBOTICS GMBH: COMPANY OVERVIEW
12.2.14 SPARKCOGNITION
・ TABLE 179 SPARKCOGNITION: COMPANY OVERVIEW
12.2.15 FLUTURA
・ TABLE 180 FLUTURA: COMPANY OVERVIEW
*DETAILS ON BUSINESS OVERVIEW, PRODUCTS/SOLUTIONS/SERVICES OFFERED, RECENT DEVELOPMENTS, AND MNM VIEW (KEY STRENGTHS/RIGHT TO WIN, STRATEGIC CHOICES MADE, AND WEAKNESSES AND COMPETITIVE THREATS) MIGHT NOT BE CAPTURED IN CASE OF UNLISTED COMPANIES.
13 ADJACENT MARKET
13.1 SMART FACTORY MARKET
13.2 INTRODUCTION
・ FIGURE 66 SMART FACTORY MARKET, BY COMPONENT
・ FIGURE 67 INDUSTRIAL SENSORS TO HOLD LARGEST SHARE OF SMART FACTORY MARKET FOR COMPONENTS IN 2027
・ TABLE 181 SMART FACTORY MARKET, BY COMPONENT, 2018–2021 (USD MILLION)
・ TABLE 182 SMART FACTORY MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
13.3 INDUSTRIAL SENSORS
・ TABLE 183 INDUSTRIAL SENSORS: SMART FACTORY MARKET, BY SENSOR TYPE, 2018–2021 (USD MILLION)
・ TABLE 184 INDUSTRIAL SENSORS: SMART FACTORY MARKET, BY SENSOR TYPE, 2022–2027 (USD MILLION)
・ TABLE 185 INDUSTRIAL SENSORS: SMART FACTORY MARKET, 2018–2021 (MILLION UNITS)
・ TABLE 186 INDUSTRIAL SENSORS: SMART FACTORY MARKET, 2022–2027 (MILLION UNITS)
・ TABLE 187 INDUSTRIAL SENSORS: SMART FACTORY MARKET, BY REGION, 2018–2021 (USD MILLION)
・ TABLE 188 INDUSTRIAL SENSORS: SMART FACTORY MARKET, BY REGION, 2022–2027 (USD MILLION)
13.3.1 LEVEL SENSORS
13.3.1.1 RISING DEMAND FOR LEVEL SENSORS TO DETECT AND MEASURE LEVELS OF LIQUIDS, BULK SOLIDS, AND OTHER FLUIDS TO DRIVE MARKET
13.3.2 TEMPERATURE SENSORS
13.3.2.1 INCREASING USE OF TEMPERATURE SENSORS IN CHEMICALS, ENERGY & POWER, AND OIL & GAS VERTICAL TO SUPPORT MARKET GROWTH
13.3.3 FLOW SENSORS
13.3.3.1 RISING ADOPTION OF FLOW SENSORS TO MEASURE RATE OF FLUID FLOW EITHER DIRECTLY OR INFERENTIALLY TO FUEL MARKET GROWTH
13.3.4 POSITION SENSORS 269
13.3.4.1 INCREASING APPLICATION AREAS OF POSITION SENSORS INCREASING WITH TECHNOLOGICAL ADVANCEMENTS TO DRIVE MARKET
13.3.5 PRESSURE SENSORS 269
13.3.5.1 GROWING ADOPTION OF PRESSURE SENSORS IN SEMICONDUCTOR PROCESSING, ROBOTICS, AND TEST & MEASUREMENT IN INDUSTRIAL APPLICATIONS TO CONTRIBUTE TO MARKET GROWTH
13.3.6 FORCE SENSORS
13.3.6.1 RISING USE OF FORCE SENSORS TO ENSURE SAFE ROBOT AND HUMAN INTERACTION TO DRIVE MARKET
13.3.7 HUMIDITY & MOISTURE SENSORS
13.3.7.1 EXTENSIVE USE OF HUMIDITY AND MOISTURE SENSORS IN CHEMICALS, PHARMACEUTICALS, OIL & GAS, AND FOOD & BEVERAGES VERTICALS TO DRIVE MARKET
13.3.8 IMAGE SENSORS
13.3.8.1 INCREASING ADOPTION OF IMAGE SENSORS TO CONVERT OPTICAL IMAGES INTO ELECTRONIC SIGNALS TO SUPPORT MARKET GROWTH
13.3.9 GAS SENSORS
13.3.9.1 SURGING ADOPTION OF GAS SENSORS TO MEASURE CONCENTRATION OF DIFFERENT GASES IN AIR TO CONTRIBUTE TO MARKET GROWTH
13.4 INDUSTRIAL ROBOTS
・ TABLE 189 INDUSTRIAL ROBOTS: SMART FACTORY MARKET, BY TYPE, 2018–2021 (USD MILLION)
・ TABLE 190 INDUSTRIAL ROBOTS: SMART FACTORY MARKET, BY TYPE, 2022–2027 (USD MILLION)
・ TABLE 191 INDUSTRIAL ROBOTS: SMART FACTORY MARKET, BY TYPE, 2018–2021 (THOUSAND UNITS)
・ TABLE 192 INDUSTRIAL ROBOTS: SMART FACTORY MARKET, BY TYPE, 2022–2027 (THOUSAND UNITS)
・ TABLE 193 INDUSTRIAL ROBOTS: SMART FACTORY MARKET, BY REGION, 2018–2021 (USD MILLION)
・ TABLE 194 INDUSTRIAL ROBOTS: SMART FACTORY MARKET, BY REGION, 2022–2027 (USD MILLION)
13.4.1 TRADITIONAL INDUSTRIAL ROBOTS
13.4.1.1 ARTICULATED ROBOTS
13.4.1.1.1 GROWING USE OF ARTICULATED ROBOTS IN ASSEMBLY AND WELDING TO DRIVE SEGMENTAL GROWTH
13.4.1.2 CARTESIAN ROBOTS
13.4.1.2.1 POTENTIAL TO CARRY HEAVY LOADS TO BOOST DEMAND FOR CARTESIAN ROBOTS IN INDUSTRIAL APPLICATIONS
13.4.1.3 SELECTIVE COMPLIANCE ASSEMBLY ROBOT ARM (SCARA) ROBOTS
13.4.1.3.1 GROWING UTILIZATION OF SCARA ROBOTS IN WELDING AND SPRAY-PAINTING OPERATIONS TO FUEL MARKET GROWTH
13.4.1.4 CYLINDRICAL ROBOTS
13.4.1.4.1 SUITABILITY OF CYLINDRICAL ROBOTS FOR PICK AND PLACE OPERATIONS TO DRIVE MARKET
13.4.1.5 OTHER ROBOTS
13.4.2 COLLABORATIVE ROBOTS
13.4.2.1 HIGHEST ADOPTION RATE OF COLLABORATIVE ROBOTS IN INDUSTRIAL APPLICATIONS TO DRIVE MARKET
13.5 INDUSTRIAL 3D PRINTERS
13.5.1 RISING ADOPTION OF INDUSTRIAL PRINTERS TO CONSTRUCT THREE-DIMENSIONAL SOLID OBJECTS TO DRIVE MARKET
・ TABLE 195 INDUSTRIAL 3D PRINTERS: SMART FACTORY MARKET, BY OFFERING, 2018–2021 (USD MILLION)
・ TABLE 196 INDUSTRIAL 3D PRINTERS: SMART FACTORY MARKET, BY OFFERING, 2022–2027 (USD MILLION)
・ TABLE 197 INDUSTRIAL 3D PRINTERS: SMART FACTORY MARKET, 2018–2021 (MILLION UNITS)
・ TABLE 198 INDUSTRIAL 3D PRINTERS: SMART FACTORY MARKET, 2022–2027 (MILLION UNITS)
・ TABLE 199 INDUSTRIAL 3D PRINTERS: SMART FACTORY MARKET, BY PROCESS, 2018–2021 (USD MILLION)
・ TABLE 200 INDUSTRIAL 3D PRINTERS: SMART FACTORY MARKET, BY PROCESS, 2022–2027 (USD MILLION)
・ TABLE 201 INDUSTRIAL 3D PRINTERS: SMART FACTORY MARKET, BY REGION, 2018–2021 (USD MILLION)
・ TABLE 202 INDUSTRIAL 3D PRINTERS: SMART FACTORY MARKET, BY REGION, 2022–2027 (USD MILLION)
13.6 MACHINE VISION SYSTEMS
・ TABLE 203 MACHINE VISION SYSTEMS: SMART FACTORY MARKET, BY PRODUCT, 2018–2021 (USD MILLION)
・ TABLE 204 MACHINE VISION SYSTEMS: SMART FACTORY MARKET, BY PRODUCT, 2022–2027 (USD MILLION)
・ TABLE 205 MACHINE VISION SYSTEMS: SMART FACTORY MARKET, BY COMPONENT, 2018–2021 (USD MILLION)
・ TABLE 206 MACHINE VISION SYSTEMS: SMART FACTORY MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
・ TABLE 207 MACHINE VISION SYSTEMS: SMART FACTORY MARKET, BY REGION, 2018–2021 (USD MILLION)
・ TABLE 208 MACHINE VISION SYSTEMS: SMART FACTORY MARKET, BY REGION, 2022–2027 (USD MILLION)
13.6.1 CAMERAS
13.6.1.1 RISING NEED FOR HIGH-QUALITY IMAGES TO BOOST DEMAND FOR SMART CAMERAS
13.6.2 FRAME GRABBERS, OPTICS, AND LED LIGHTING
13.6.2.1 INFLUENCE OF POSITION AND QUALITY OF OTHER KEY COMPONENTS, SUCH AS LEDS AND FRAME GRABBERS, ON IMAGE QUALITY TO LEAD TO HIGH DEMAND
13.6.3 PROCESSORS AND SOFTWARE
13.6.3.1 GROWING INTEGRATION OF PROCESSORS AND SOFTWARE IN MACHINE VISION SYSTEMS TO DRIVE MARKET