関連レポート

機械状態監視の世界市場：技術別、産業別2029年予測

出版元：MarketsandMarkets  出版元について

発行年：2024年3月

定価：Single User License $4950 Multi User License $6650 Corporate User License $8150

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当調査レポートは英文 377ページになります。

商品コード：MAM3587

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レポート紹介

予知保全の世界市場規模は2024年で106億ドル、2029年に478億ドル、市場の平均年成長率は35.1%にて増加すると見込まれています。

レポートは予知保全の世界市場について2029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（コンポーネント別市場、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（20社）、規制状況、特許分析なども加味し、予知保全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】
◆予知保全市場の世界市場予測2019-2029年
・市場規模(US$)

◆コンポーネント別、市場-2029年
ハードウェア
ソリューション
・統合型
・スタンドアロン

（ソリューション、デプロイメントモード別）
・クラウド
-パブリック
-プライベート
-ハイブリッド
・オンプレミス

サービス
・プロフェッショナルサービス
-システム統合
-サポート、メンテナンス
-コンサルティング
・マネージドサービス
※(市場規模US$)　

◆技術別、市場-2029年
・分析、データマネジメント
・人工知能
・IoTプラットフォーム
・センサー、その他装置
※(市場規模US$)　

◆手法別、市場-2029年
・振動解析
・赤外線サーモグラフィー
・音響モニタリング
・オイル解析
・モーター回路解析
・その他技術
※(市場規模US$)　

◆組織規模別、市場-2029年
・大企業
・中小企業
※(市場規模US$)　

◆業界別、市場-2029年
・エネルギー、ユーティリティ
・製造業
・自動車、輸送
・航空宇宙、防衛
・建設、鉱業
・ヘルスケア
・通信
・その他業界
※(市場規模US$)

◆主要国地域別市場-2029年
北米
・米国、カナダ
欧州
・英国、ドイツ、フランス
・スペイン、イタリア
・その他欧州
アジア太平洋
・日本、中国、インド
・韓国、オーストラリア/ニュージーランド
・その他アジア太平洋
中東アフリカ
・UAE、サウジアラビア
・カタール、トルコ、南アフリカ共和国
・その他中東アフリカ
中南米
・ブラジル、メキシコ、アルゼンチン
・その他中南米
※地域別に、全セグメント別の細分化データ掲載
※国別に、コンポーネント大分類別、組織規模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
・サプライチェーン分析
・エコシステム/市場マップ
・ケーススタディ分析
・貿易分析
・規制状況
・特許分析
・技術分析
・平均価格分析
・ファイブフォース分析
・主要なステークホルダーと購買基準
・競合状況
・市場シェア分析

◆予知保全市場の主要企業プロフィール動向
・IBM
・ABB
・SCHNEIDER ELECTRIC
・AWS
・GOOGLE
・MICROSOFT
・株式会社日立製作所
・SAP
・SAS INSTITUTE
・SOFTWARE AG
・TIBCO SOFTWARE
・ALTAIR
・ORACLE
・SPLUNK
・C３.AI
・EMERSON
・GE
・HONEYWELL
・SIEMENS
・PTC

その他企業
・DINGO
・UPTAKE
・SAMOTICS
・WAVESCAN
・QUADRICAL AI
・UPKEEP
・LIMBLE
・SENSEGROW
・PRESAGE INSIGHTS
・FACLON LABS
（全377頁）

Table of Contents (英文詳細目次）

1 INTRODUCTION 38
1.1 STUDY OBJECTIVES 38
1.2 MARKET DEFINITION 38
1.2.1 INCLUSIONS AND EXCLUSIONS 38
1.3 MARKET SCOPE 39
1.3.1 MARKET SEGMENTATION 40
1.3.2 REGIONS COVERED 41
1.3.3 YEARS CONSIDERED 41
1.4 CURRENCY CONSIDERED 42
・ TABLE 1 USD EXCHANGE RATE, 2019–2023 42
1.5 STAKEHOLDERS 42
1.6 SUMMARY OF CHANGES 42
1.6.1 RECESSION IMPACT 43

2 RESEARCH METHODOLOGY 44
2.1 RESEARCH DATA 44
・ FIGURE 1 PREDICTIVE MAINTENANCE MARKET: RESEARCH DESIGN 44
2.1.1 SECONDARY DATA 45
2.1.2 PRIMARY DATA 45
・ TABLE 2 LIST OF PRIMARY INTERVIEWS 45
2.1.2.1 BREAKUP OF PRIMARY PROFILES 46
2.1.2.2 KEY INDUSTRY INSIGHTS 47
2.2 DATA TRIANGULATION 48
・ FIGURE 2 PREDICTIVE MAINTENANCE MARKET: DATA TRIANGULATION 48
2.3 MARKET SIZE ESTIMATION 49
・ FIGURE 3 TOP-DOWN AND BOTTOM-UP APPROACHES 49
2.3.1 TOP-DOWN APPROACH 49
2.3.2 BOTTOM-UP APPROACH 50
・ FIGURE 4 APPROACH 1 (SUPPLY SIDE): REVENUE OF HARDWARE/SOLUTIONS/SERVICES OF PREDICTIVE MAINTENANCE MARKET 50
・ FIGURE 5 APPROACH 2, BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL PREDICTIVE MAINTENANCE MARKET HARDWARE/SOLUTIONS/SERVICES 51
・ FIGURE 6 APPROACH 3, BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE FROM ALL PREDICTIVE MAINTENANCE MARKET HARDWARE/SOLUTIONS/SERVICES 52
・ FIGURE 7 APPROACH 4, BOTTOM-UP (DEMAND SIDE): SHARE OF PREDICTIVE MAINTENANCE MARKET THROUGH OVERALL PREDICTIVE MAINTENANCE MARKET SPENDING 53
2.4 MARKET FORECAST 54
・ TABLE 3 FACTOR ANALYSIS 54
2.5 RESEARCH ASSUMPTIONS 55
2.6 LIMITATIONS 56
2.7 IMPACT OF RECESSION ON GLOBAL PREDICTIVE MAINTENANCE MARKET 57
・ TABLE 4 RECESSION IMPACT ON PREDICTIVE MAINTENANCE MARKET 57

3 EXECUTIVE SUMMARY 59
・ TABLE 5 PREDICTIVE MAINTENANCE MARKET SIZE AND GROWTH RATE, 2019–2023 (USD MILLION, Y-O-Y) 60
・ TABLE 6 PREDICTIVE MAINTENANCE MARKET SIZE AND GROWTH RATE, 2024–2029 (USD MILLION, Y-O-Y) 60
・ FIGURE 8 SOLUTIONS SEGMENT TO ACCOUNT FOR LARGEST MARKET SIZE IN 2024 60
・ FIGURE 9 INTEGRATED SEGMENT TO HOLD LARGEST MARKET SHARE IN 2024 61
・ FIGURE 10 ON-PREMISES SEGMENT TO HOLD LARGEST MARKET SHARE IN 2024 61
・ FIGURE 11 PUBLIC SEGMENT TO ACCOUNT FOR LARGEST MARKET SIZE IN 2024 61
・ FIGURE 12 PROFESSIONAL SERVICES TO ACCOUNT FOR LARGER SHARE IN 2024 62
・ FIGURE 13 SYSTEM INTEGRATION TO ACCOUNT FOR LARGEST MARKET SIZE IN 2024 62
・ FIGURE 14 ANALYTICS & DATA MANAGEMENT TECHNOLOGY TO HOLD LARGEST MARKET SIZE IN 2024 63
・ FIGURE 15 VIBRATION ANALYSIS TO ACCOUNT FOR LARGEST MARKET SIZE IN 2024 63
・ FIGURE 16 LARGE ENTERPRISES TO ACCOUNT FOR LARGER SHARE IN 2024 63
・ FIGURE 17 ENERGY & UTILITIES TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 64
・ FIGURE 18 ASIA PACIFIC TO GROW AT HIGHEST CAGR IN PREDICTIVE MAINTENANCE MARKET 64

4 PREMIUM INSIGHTS 65
4.1 ATTRACTIVE OPPORTUNITIES IN PREDICTIVE MAINTENANCE MARKET 65
・ FIGURE 19 ADOPTION OF INDUSTRY 4.0 AND DIGITAL TRANSFORMATION INITIATIVES ACROSS INDUSTRIES TO DRIVE MARKET 65
4.2 PREDICTIVE MAINTENANCE MARKET, BY COMPONENT 65
・ FIGURE 20 SERVICES TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 65
4.3 PREDICTIVE MAINTENANCE MARKET, BY COMPONENT & KEY VERTICALS 66
・ FIGURE 21 SOLUTIONS AND ENERGY & UTILITIES TO ACCOUNT FOR LARGEST SHARES OF NORTH AMERICAN MARKET IN 2024 66
4.4 PREDICTIVE MAINTENANCE MARKET, BY REGION 66
・ FIGURE 22 NORTH AMERICA TO ACCOUNT FOR LARGEST SHARE IN 2024 66

5 MARKET OVERVIEW AND INDUSTRY TRENDS 67
5.1 INTRODUCTION 67
5.2 MARKET DYNAMICS 67
・ FIGURE 23 PREDICTIVE MAINTENANCE MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 67
5.2.1 DRIVERS 68
5.2.1.1 INCREASING USE OF EMERGING TECHNOLOGIES TO GAIN VALUABLE INSIGHTS 68
5.2.1.2 ADVENT OF ML AND AI 68
5.2.1.3 RISING INTERNET PROLIFERATION AND GROWING USE OF CONNECTED AND INTEGRATED TECHNOLOGIES 68
5.2.2 RESTRAINTS 69
5.2.2.1 LACK OF SKILLED WORKFORCE 69
5.2.2.2 DATA SECURITY CONCERNS 69
5.2.3 OPPORTUNITIES 69
5.2.3.1 REAL-TIME CONDITION MONITORING TO ASSIST IN TAKING PROMPT ACTIONS 69
5.2.3.2 GROWING NEED TO REDUCE MAINTENANCE COST, EQUIPMENT FAILURE, AND DOWNTIME 70
5.2.4 CHALLENGES 70
5.2.4.1 FREQUENT MAINTENANCE AND UPGRADATION REQUIREMENTS 70
5.2.4.2 OWNERSHIP AND PRIVACY OF COLLECTED DATA 70
5.3 PREDICTIVE MAINTENANCE MARKET: EVOLUTION 71
・ FIGURE 24 PREDICTIVE MAINTENANCE MARKET EVOLUTION 71
5.4 SUPPLY CHAIN ANALYSIS 71
・ FIGURE 25 PREDICTIVE MAINTENANCE MARKET: SUPPLY CHAIN ANALYSIS 72
5.5 ECOSYSTEM/MARKET MAP 73
・ FIGURE 26 KEY PLAYERS IN PREDICTIVE MAINTENANCE MARKET ECOSYSTEM 73
・ TABLE 7 PREDICTIVE MAINTENANCE MARKET: ECOSYSTEM 73
5.5.1 HARDWARE PROVIDERS 75
5.5.2 SOLUTION PROVIDERS 75
5.5.3 SERVICE PROVIDERS 75
5.5.4 DATA MANAGEMENT & ANALYTICS PROVIDERS 75
5.5.5 REGULATORY BODIES 76
5.6 CASE STUDY ANALYSIS 76
5.6.1 RIYADH AIRPORT MODERNIZED MAINTENANCE BY IMPLEMENTING MAXIMO AND IBM COGNOS ANALYTICS 76
5.6.2 VPI ENHANCED EFFICIENCY OF ITS COMBINED CYCLE GAS TURBINE PLANT WITH IBM MAXIMO APPLICATION SUITE 77
5.6.3 WESTERN DIGITAL BOOSTED MANUFACTURING EXCELLENCE WITH SAS ASSET PERFORMANCE ANALYTICS 78
5.6.4 VANTAGE POWER ACCELERATED PREDICTIVE MAINTENANCE FOR CONNECTED VEHICLES WITH VPVISION 78
5.6.5 SAM4 HEALTH PREVENTED COSTLY DOWNTIME WITH PREDICTIVE MAINTENANCE ALERTS 79
5.7 TRADE ANALYSIS 79
5.7.1 IMPORT SCENARIO OF SPECTROMETERS 79
・ FIGURE 27 IMPORT DATA OF SPECTROMETERS, BY KEY COUNTRY, 2015–2022 (USD BILLION) 80
5.7.2 EXPORT SCENARIO OF SPECTROMETERS 80
・ FIGURE 28 EXPORT DATA OF SPECTROMETERS, BY KEY COUNTRY, 2015–2022 (USD BILLION) 81
5.8 REGULATORY LANDSCAPE 81
5.8.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 81
・ TABLE 8 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 81
・ TABLE 9 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 82
・ TABLE 10 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 84
・ TABLE 11 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 85
・ TABLE 12 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 85
5.8.1.1 NORTH AMERICA 86
5.8.1.1.1 US 86
5.8.1.1.2 CANADA 86
5.8.1.2 EUROPE 86
5.8.1.3 ASIA PACIFIC 87
5.8.1.3.1 SOUTH KOREA 87
5.8.1.3.2 CHINA 87
5.8.1.3.3 INDIA 87
5.8.1.4 MIDDLE EAST & AFRICA 87
5.8.1.4.1 UAE 87
5.8.1.4.2 KSA 87
5.8.1.4.3 BAHRAIN 87
5.8.1.5 LATIN AMERICA 88
5.8.1.5.1 BRAZIL 88
5.8.1.5.2 MEXICO 88
5.9 PATENT ANALYSIS 88
5.9.1 METHODOLOGY 88
5.9.1.1 PATENTS FILED, BY DOCUMENT TYPE 88
・ TABLE 13 PATENTS FILED, 2013–2023 88
5.9.1.2 INNOVATION AND PATENT APPLICATIONS 89
・ FIGURE 29 NUMBER OF PATENTS GRANTED IN LAST 10 YEARS, 2013–2023 89
5.9.1.2.1 TOP 10 APPLICANTS IN PREDICTIVE MAINTENANCE MARKET 89
・ FIGURE 30 TOP 10 APPLICANTS IN PREDICTIVE MAINTENANCE MARKET, 2013–2023 89
・ FIGURE 31 REGIONAL ANALYSIS OF PATENTS GRANTED FOR PREDICTIVE MAINTENANCE MARKET, 2013–2023 90
・ TABLE 14 TOP 20 PATENT OWNERS IN PREDICTIVE MAINTENANCE MARKET, 2013–2023 90
・ TABLE 15 LIST OF FEW PATENTS IN PREDICTIVE MAINTENANCE MARKET, 2021–2023 91
5.10 TECHNOLOGY ANALYSIS 94
・ FIGURE 32 PREDICTIVE MAINTENANCE MARKET: TECHNOLOGY ANALYSIS 94
5.10.1 KEY TECHNOLOGIES 94
5.10.1.1 ML 94
5.10.1.2 BIG DATA 95
5.10.2 ADJACENT TECHNOLOGIES 95
5.10.2.1 EDGE COMPUTING 95
5.10.2.2 DIGITAL TWIN 96
5.10.2.3 CLOUD COMPUTING 96
5.10.3 COMPLEMENTARY TECHNOLOGIES 97
5.10.3.1 AR & VR 97
5.10.3.2 BLOCKCHAIN 97
5.11 PRICING ANALYSIS 98
5.11.1 AVERAGE SELLING PRICE TRENDS OF KEY PLAYERS, BY TECHNOLOGY 98
・ FIGURE 33 AVERAGE SELLING PRICE TREND OF KEY PLAYERS: TOP THREE TECHNOLOGIES 98
・ TABLE 16 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, TOP THREE TECHNOLOGIES 98
5.11.2 INDICATIVE PRICING ANALYSIS OF PREDICTIVE MAINTENANCE, BY COMPONENT 99
・ TABLE 17 PREDICTIVE MAINTENANCE: INDICATIVE PRICING LEVELS OF PREDICTIVE MAINTENANCE, BY COMPONENT 99
5.12 INVESTMENT AND FUNDING SCENARIO 100
・ FIGURE 34 PREDICTIVE MAINTENANCE MARKET: INVESTMENT LANDSCAPE 100
5.13 PORTER’S FIVE FORCES’ ANALYSIS 101
・ FIGURE 35 PORTER’S FIVE FORCES’ ANALYSIS: PREDICTIVE MAINTENANCE MARKET 101
・ TABLE 18 PORTER’S FIVE FORCES IMPACT ON PREDICTIVE MAINTENANCE MARKET 102
5.13.1 THREAT OF NEW ENTRANTS 102
5.13.2 THREAT OF SUBSTITUTES 102
5.13.3 BARGAINING POWER OF SUPPLIERS 102
5.13.4 BARGAINING POWER OF BUYERS 102
5.13.5 INTENSITY OF COMPETITIVE RIVALRY 103
5.14 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 103
・ FIGURE 36 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 103
5.15 KEY CONFERENCES & EVENTS, 2024-2025 104
・ TABLE 19 PREDICTIVE MAINTENANCE MARKET: DETAILED LIST OF CONFERENCES & EVENTS, 2024–2025 104
5.16 KEY STAKEHOLDERS & BUYING CRITERIA 105
5.16.1 KEY STAKEHOLDERS IN BUYING PROCESS 105
・ FIGURE 37 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 105
・ TABLE 20 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 105
5.16.2 BUYING CRITERIA 106
・ FIGURE 38 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 106
・ TABLE 21 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 106
5.17 TECHNOLOGY ROADMAP OF PREDICTIVE MAINTENANCE MARKET 107
・ TABLE 22 SHORT-TERM ROADMAP (FOR NEXT 5 YEARS) 107
・ TABLE 23 LONG-TERM ROADMAP (BEYOND NEXT 5 YEARS) 108
5.18 BUSINESS MODELS OF PREDICTIVE MAINTENANCE MARKET 109
5.18.1 EQUIPMENT HEALTH MONITORING AND MAINTENANCE RECOMMENDATIONS AS A SERVICE 109
5.18.2 OVERALL EQUIPMENT EFFICIENCY (OEE) RISK AS A SERVICE 109
5.18.3 UPTIME AS A SERVICE 109
5.18.4 WARRANTY AS A SERVICE 109
5.18.5 SUPPLY CHAIN MANAGEMENT INFORMATION AS A SERVICE 109

6 PREDICTIVE MAINTENANCE MARKET, BY COMPONENT 110
6.1 INTRODUCTION 111
6.1.1 COMPONENT: PREDICTIVE MAINTENANCE MARKET DRIVERS 111
・ FIGURE 39 SERVICES SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 111
・ TABLE 24 PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2019–2023 (USD MILLION) 112
・ TABLE 25 PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2024–2029 (USD MILLION) 112
6.2 HARDWARE 112
・ TABLE 26 HARDWARE: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 112
・ TABLE 27 HARDWARE: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION) 113
6.3 SOLUTIONS 113
・ FIGURE 40 STANDALONE SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 113
・ TABLE 28 PREDICTIVE MAINTENANCE MARKET, BY SOLUTION, 2019–2023 (USD MILLION) 114
・ TABLE 29 PREDICTIVE MAINTENANCE MARKET, BY SOLUTION, 2024–2029 (USD MILLION) 114
・ TABLE 30 SOLUTION: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 114
・ TABLE 31 SOLUTION: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION) 114
6.3.1 INTEGRATED 115
・ TABLE 32 INTEGRATED: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 115
・ TABLE 33 INTEGRATED: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION) 115
6.3.2 STANDALONE 116
・ TABLE 34 STANDALONE: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 116
・ TABLE 35 STANDALONE: PREDICTIVE MAINTENANCE MARKET, BY REGION 2024–2029 (USD MILLION) 116
6.4 SOLUTIONS BY DEPLOYMENT MODE 117
・ FIGURE 41 CLOUD SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 117
・ TABLE 36 PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 117
・ TABLE 37 PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 117
6.4.1 CLOUD 118
6.4.1.1 REDUCED OPERATIONAL COST AND HIGHER SCALABILITY TO ENABLE GROWTH IN CLOUD-BASED DEPLOYMENTS 118
・ FIGURE 42 HYBRID CLOUD TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 118
・ TABLE 38 PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY CLOUD, 2019–2023 (USD MILLION) 118
・ TABLE 39 PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY CLOUD, 2024–2029 (USD MILLION) 119
・ TABLE 40 CLOUD: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 119
・ TABLE 41 CLOUD: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION) 119
6.4.1.2 PUBLIC 120
・ TABLE 42 PUBLIC: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY REGION, 2019–2023 (USD MILLION) 120
・ TABLE 43 PUBLIC: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY REGION, 2024–2029 (USD MILLION) 120
6.4.1.3 PRIVATE 121
・ TABLE 44 PRIVATE: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY REGION, 2019–2023 (USD MILLION) 121
・ TABLE 45 PRIVATE: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY REGION, 2024–2029 (USD MILLION) 121
6.4.1.4 HYBRID 122
・ TABLE 46 HYBRID: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY REGION, 2019–2023 (USD MILLION) 122
・ TABLE 47 HYBRID: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY REGION, 2024–2029 (USD MILLION) 122
6.4.2 ON-PREMISES 123
6.4.2.1 RISING COST OF SUPPORT AND MAINTENANCE IMPACTING GROWTH OF ON-PREMISES SOLUTIONS 123
・ TABLE 48 ON-PREMISES: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY REGION, 2019–2023 (USD MILLION) 123
・ TABLE 49 ON-PREMISES: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY REGION, 2024–2029 (USD MILLION) 123
6.5 SERVICES 124
・ FIGURE 43 MANAGED SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 124
・ TABLE 50 PREDICTIVE MAINTENANCE MARKET, BY SERVICE, 2019–2023 (USD MILLION) 124
・ TABLE 51 PREDICTIVE MAINTENANCE MARKET, BY SERVICE, 2024–2029 (USD MILLION) 124
・ TABLE 52 SERVICES: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 125
・ TABLE 53 SERVICES: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION) 125
6.5.1 PROFESSIONAL SERVICES 125
6.5.1.1 DEMAND FOR EXPERT GUIDANCE AND SEAMLESS INTEGRATION TO DRIVE PROFESSIONAL SERVICES 125
・ FIGURE 44 SUPPORT & MAINTENANCE SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 126
・ TABLE 54 PREDICTIVE MAINTENANCE MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION) 126
・ TABLE 55 PREDICTIVE MAINTENANCE MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION) 126
・ TABLE 56 PROFESSIONAL SERVICES: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 127
・ TABLE 57 PROFESSIONAL SERVICES: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION) 127
6.5.1.2 SYSTEM INTEGRATION 127
・ TABLE 58 SYSTEM INTEGRATION: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 128
・ TABLE 59 SYSTEM INTEGRATION: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION) 128
6.5.1.3 SUPPORT & MAINTENANCE 128
・ TABLE 60 SUPPORT & MAINTENANCE: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 129
・ TABLE 61 SUPPORT & MAINTENANCE: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION) 129
6.5.1.4 CONSULTING 129
・ TABLE 62 CONSULTING: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 130
・ TABLE 63 CONSULTING: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION) 130
6.5.2 MANAGED SERVICES 130
6.5.2.1 INCREASING NEED OF IT INFRASTRUCTURE SUPPORT TO DRIVE GROWTH OF MANAGED SERVICES 130
・ TABLE 64 MANAGED SERVICES: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 131
・ TABLE 65 MANAGED SERVICES: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION) 131

7 PREDICTIVE MAINTENANCE MARKET, BY TECHNOLOGY 132
7.1 INTRODUCTION 133
7.1.1 TECHNOLOGY: PREDICTIVE MAINTENANCE MARKET DRIVERS 133
・ FIGURE 45 ARTIFICIAL INTELLIGENCE SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 133
・ TABLE 66 PREDICTIVE MAINTENANCE MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION) 134
・ TABLE 67 PREDICTIVE MAINTENANCE MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 134
7.2 ANALYTICS & DATA MANAGEMENT 134
7.2.1 INCREASED DEMAND FOR REAL-TIME INSIGHTS AND PROACTIVE MAINTENANCE STRATEGIES 134
・ TABLE 68 ANALYTICS & DATA MANAGEMENT: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 135
・ TABLE 69 ANALYTICS & DATA MANAGEMENT: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION) 135
7.3 ARTIFICIAL INTELLIGENCE 135
7.3.1 GROWING DEMAND FOR AI-DRIVEN PREDICTIVE MAINTENANCE FOR ENHANCED ASSET RELIABILITY 135
・ TABLE 70 ARTIFICIAL INTELLIGENCE: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 136
・ TABLE 71 ARTIFICIAL INTELLIGENCE: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION) 136
7.4 IOT PLATFORM 136
7.4.1 RAPID ADOPTION OF IOT PLATFORMS FOR REAL-TIME ASSET MONITORING TO DRIVE MARKET GROWTH 136
・ TABLE 72 IOT PLATFORM: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 137
・ TABLE 73 IOT PLATFORM: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION) 137
7.5 SENSORS & OTHER DEVICES 137
7.5.1 RISING DEMAND FOR CUSTOMER EXPERIENCE TO FUEL CLOUD ADOPTION IN PREDICTIVE MAINTENANCE 137
・ TABLE 74 SENSORS & OTHER DEVICES: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 138
・ TABLE 75 SENSORS & OTHER DEVICES: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION) 138

8 PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE 139
8.1 INTRODUCTION 140
8.1.1 TECHNIQUE: PREDICTIVE MAINTENANCE MARKET DRIVERS 140
・ FIGURE 46 MOTOR CIRCUIT ANALYSIS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 140
・ TABLE 76 PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE, 2019–2023 (USD MILLION) 141
・ TABLE 77 PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE, 2024–2029 (USD MILLION) 141
8.2 VIBRATION ANALYSIS 141
8.2.1 GROWING DEMAND FOR EFFICIENT MACHINERY HEALTH MONITORING TO DRIVE VIBRATION ANALYSIS 141
・ TABLE 78 VIBRATION ANALYSIS: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 142
・ TABLE 79 VIBRATION ANALYSIS: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION) 142
8.2.2 TEST COMPONENT ALIGNMENT 142
8.2.3 DETECT IMBALANCES 143
8.2.4 RESONANCE IDENTIFICATION 143
8.2.5 GEAR FAILURE DETECTION 143
8.2.6 OTHERS 143
8.3 INFRARED THERMOGRAPHY 144
8.3.1 RISING DEMAND FOR NON-INTRUSIVE PREDICTIVE MAINTENANCE TO DRIVE INFRARED THERMOGRAPHY 144
・ TABLE 80 INFRARED THERMOGRAPHY: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 144
・ TABLE 81 INFRARED THERMOGRAPHY: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION) 145
8.3.2 INSPECT ELECTRICAL CONNECTIONS AND SYSTEMS 145
8.3.3 ASSESS HEATING SYSTEMS 145
8.3.4 FLUID ANALYSIS 146
8.3.5 ANALYZE DISCHARGE PATTERNS 146
8.3.6 ROOF MAINTENANCE 146
8.3.7 OTHERS 147
8.4 ACOUSTIC MONITORING 147
8.4.1 ADOPTION OF ULTRASONIC ACOUSTIC ANALYSIS TO DRIVE PREDICTIVE MAINTENANCE EFFICIENCY 147
・ TABLE 82 ACOUSTIC MONITORING: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 148
・ TABLE 83 ACOUSTIC MONITORING: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION) 148
8.4.2 PIPELINE MONITORING 148
8.4.3 CONDENSER EVALUATION 149
8.4.4 VACUUM SYSTEM MONITORING 149
8.4.5 FAN HEALTH ASSESSMENT 149
8.4.6 AIR COMPRESSOR MONITORING 149
8.4.7 OTHERS 150
8.5 OIL ANALYSIS 150
8.5.1 OPTIMIZING EQUIPMENT LIFESPAN THROUGH PROACTIVE LUBRICATION MANAGEMENT STRATEGIES 150
・ TABLE 84 OIL ANALYSIS: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 150
・ TABLE 85 OIL ANALYSIS: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION) 151
8.5.2 TURBINE MAINTENANCE 151
8.5.3 HYDRAULIC SYSTEM MAINTENANCE 151
8.5.4 ENGINE EVALUATION 152
8.5.5 TRANSMISSION ASSESSMENT 152
8.5.6 GEAR LUBRICANT LEVEL MONITORING 152
8.5.7 OTHERS 153
8.6 MOTOR CIRCUIT ANALYSIS 153
8.6.1 NEED FOR EFFICIENT PREDICTIVE MAINTENANCE IN PUMPING SYSTEMS 153
・ TABLE 86 MOTOR CIRCUIT ANALYSIS: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 154
・ TABLE 87 MOTOR CIRCUIT ANALYSIS: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION) 154
8.6.2 ASSESS ENGINE DEGRADATION 154
8.6.3 SHAFT AND ROTOR ALIGNMENT 155
8.6.4 INSULATION EVALUATION 155
8.6.5 GEAR ASSESSMENT 155
8.6.6 SCAN FOR SHORT CIRCUITS 156
8.6.7 OTHERS 156
8.7 OTHER TECHNIQUES 156
・ TABLE 88 OTHER TECHNIQUES: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 157
・ TABLE 89 OTHER TECHNIQUES: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION) 157

9 PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE 158
9.1 INTRODUCTION 159
9.1.1 ORGANIZATION SIZE: PREDICTIVE MAINTENANCE MARKET DRIVERS 159
・ FIGURE 47 SMES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 159
・ TABLE 90 PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 160
・ TABLE 91 PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 160
9.2 LARGE ENTERPRISES 160
9.2.1 INTEGRATION OF AI AND IOT TECHNOLOGIES TO DRIVE ADOPTION OF PREDICTIVE MAINTENANCE AMONG LARGE ENTERPRISES 160
・ TABLE 92 LARGE ENTERPRISES: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 161
・ TABLE 93 LARGE ENTERPRISES: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION) 161
9.3 SMALL AND MEDIUM-SIZED ENTERPRISES 161
9.3.1 AFFORDABLE IOT AND CLOUD SOLUTIONS TO DRIVE SMES TO ADOPT PREDICTIVE MAINTENANCE 161
・ TABLE 94 SMES: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 162
・ TABLE 95 SMES: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION) 162

10 PREDICTIVE MAINTENANCE MARKET, BY VERTICAL 163
10.1 INTRODUCTION 164
10.1.1 VERTICAL: PREDICTIVE MAINTENANCE MARKET DRIVERS 164
・ FIGURE 48 ENERGY & UTILITIES TO HOLD LARGEST MARKET DURING FORECAST PERIOD 165
・ TABLE 96 PREDICTIVE MAINTENANCE MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 165
・ TABLE 97 PREDICTIVE MAINTENANCE MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 166
10.2 ENERGY & UTILITIES 166
10.2.1 IOT DEVICES ENABLE REAL-TIME MONITORING, ENHANCING PREDICTIVE MAINTENANCE ACCURACY 166
・ TABLE 98 ENERGY & UTILITIES: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 167
・ TABLE 99 ENERGY & UTILITIES: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION) 167
10.3 MANUFACTURING 167
10.3.1 INDUSTRY 4.0 INTEGRATION TO DRIVE REAL-TIME MONITORING AND PREDICTIVE MAINTENANCE 167
・ TABLE 100 MANUFACTURING: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 168
・ TABLE 101 MANUFACTURING: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION) 168
10.4 AUTOMOTIVE & TRANSPORTATION 168
10.4.1 SHIFT TOWARD INDIVIDUAL MOBILITY TO BOOST PREDICTIVE MAINTENANCE INVESTMENTS IN AUTOMOTIVE 168
・ TABLE 102 AUTOMOTIVE & TRANSPORTATION: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 169
・ TABLE 103 AUTOMOTIVE & TRANSPORTATION: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION) 169
10.5 AEROSPACE & DEFENSE 170
10.5.1 MODERNIZATION INITIATIVES IN AIRPORTS AND DEFENSE SECTOR TO PROPEL MARKET GROWTH 170
・ TABLE 104 AEROSPACE & DEFENSE: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 170
・ TABLE 105 AEROSPACE & DEFENSE: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION) 171
10.6 CONSTRUCTION & MINING 171
10.6.1 SAFETY CONCERNS AND ASSET OPTIMIZATION TO FUEL GROWTH IN PREDICTIVE MAINTENANCE 171
・ TABLE 106 CONSTRUCTION & MINING: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 171
・ TABLE 107 CONSTRUCTION & MINING: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION) 172
10.7 HEALTHCARE 172
10.7.1 RISING DEMAND FOR UNINTERRUPTED HEALTHCARE SERVICES TO FUEL PREDICTIVE MAINTENANCE ADOPTION 172
・ TABLE 108 HEALTHCARE: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 173
・ TABLE 109 HEALTHCARE: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION) 173
10.8 TELECOMMUNICATIONS 173
10.8.1 COSTLY DOWNTIME RISKS TO FUEL ADOPTION OF IOT-DRIVEN PREDICTIVE MAINTENANCE 173
・ TABLE 110 TELECOMMUNICATIONS: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 174
・ TABLE 111 TELECOMMUNICATIONS: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION) 174
10.9 OTHER VERTICALS 174
・ TABLE 112 OTHER VERTICALS: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 175
・ TABLE 113 OTHER VERTICALS: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION) 175

11 PREDICTIVE MAINTENANCE MARKET, BY REGION 176
11.1 INTRODUCTION 177
・ FIGURE 49 INDIA TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD 177
・ FIGURE 50 ASIA PACIFIC TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD 178
・ TABLE 114 PREDICTIVE MAINTENANCE MARKET, BY REGION, 2019–2023 (USD MILLION) 178
・ TABLE 115 PREDICTIVE MAINTENANCE MARKET, BY REGION, 2024–2029 (USD MILLION) 178
11.2 NORTH AMERICA 179
11.2.1 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET DRIVERS 179
11.2.2 NORTH AMERICA: RECESSION IMPACT 179
・ FIGURE 51 NORTH AMERICA: MARKET SNAPSHOT 180
・ TABLE 116 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY, 2019–2023 (USD MILLION) 180
・ TABLE 117 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY, 2024–2029 (USD MILLION) 181
・ TABLE 118 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2019–2023 (USD MILLION) 181
・ TABLE 119 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2024–2029 (USD MILLION) 181
・ TABLE 120 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY SOLUTION, 2019–2023 (USD MILLION) 181
・ TABLE 121 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY SOLUTION, 2024–2029 (USD MILLION) 182
・ TABLE 122 NORTH AMERICA: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 182
・ TABLE 123 NORTH AMERICA: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 182
・ TABLE 124 NORTH AMERICA: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY CLOUD, 2019–2023 (USD MILLION) 182
・ TABLE 125 NORTH AMERICA: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY CLOUD, 2024–2029 (USD MILLION) 183
・ TABLE 126 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY SERVICE, 2019–2023 (USD MILLION) 183
・ TABLE 127 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY SERVICE, 2024–2029 (USD MILLION) 183
・ TABLE 128 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION) 183
・ TABLE 129 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION) 184
・ TABLE 130 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION) 184
・ TABLE 131 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 184
・ TABLE 132 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE, 2019–2023 (USD MILLION) 185
・ TABLE 133 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE, 2024–2029 (USD MILLION) 185
・ TABLE 134 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 185
・ TABLE 135 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 186
・ TABLE 136 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 186
・ TABLE 137 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 186
11.2.3 US 187
11.2.3.1 STRONG GOVERNMENT SUPPORT AND AVAILABILITY OF FUNDS TO FUEL DEMAND FOR PREDICTIVE MAINTENANCE SOLUTIONS 187
・ TABLE 138 US: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2019–2023 (USD MILLION) 187
・ TABLE 139 US: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2024–2029 (USD MILLION) 187
・ TABLE 140 US: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 188
・ TABLE 141 US: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 188
・ TABLE 142 US: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 188
・ TABLE 143 US: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 188
11.2.4 CANADA 189
11.2.4.1 ADOPTION OF ADVANCED CMMS TECHNOLOGIES AND FOCUS ON ADVANCED TECHNOLOGIES TO BOOST DEMAND FOR PREDICTIVE MAINTENANCE SOLUTIONS 189
・ TABLE 144 CANADA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2019–2023 (USD MILLION) 189
・ TABLE 145 CANADA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2024–2029 (USD MILLION) 190
・ TABLE 146 CANADA: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 190
・ TABLE 147 CANADA: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 190
・ TABLE 148 CANADA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 190
・ TABLE 149 CANADA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 191
11.3 EUROPE 191
11.3.1 EUROPE: PREDICTIVE MAINTENANCE MARKET DRIVERS 191
11.3.2 EUROPE: RECESSION IMPACT 192
・ TABLE 150 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY, 2019–2023 (USD MILLION) 192
・ TABLE 151 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY, 2024–2029 (USD MILLION) 193
・ TABLE 152 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2019–2023 (USD MILLION) 193
・ TABLE 153 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2024–2029 (USD MILLION) 193
・ TABLE 154 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY SOLUTION, 2019–2023 (USD MILLION) 193
・ TABLE 155 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY SOLUTION, 2024–2029 (USD MILLION) 194
・ TABLE 156 EUROPE: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 194
・ TABLE 157 EUROPE: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 194
・ TABLE 158 EUROPE: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY CLOUD, 2019–2023 (USD MILLION) 194
・ TABLE 159 EUROPE: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY CLOUD, 2024–2029 (USD MILLION) 195
・ TABLE 160 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY SERVICE, 2019–2023 (USD MILLION) 195
・ TABLE 161 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY SERVICE, 2024–2029 (USD MILLION) 195
・ TABLE 162 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION) 195
・ TABLE 163 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION) 196
・ TABLE 164 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION) 196
・ TABLE 165 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 196
・ TABLE 166 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE, 2019–2023 (USD MILLION) 197
・ TABLE 167 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE, 2024–2029 (USD MILLION) 197
・ TABLE 168 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 197
・ TABLE 169 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 198
・ TABLE 170 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 198
・ TABLE 171 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 198
11.3.3 UK 199
11.3.3.1 STRONG AI STRATEGY, GOVERNMENT FUNDING, AND STRINGENT REGULATORY COMPLIANCES TO SPUR MARKET GROWTH 199
・ TABLE 172 UK: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2019–2023 (USD MILLION) 199
・ TABLE 173 UK: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2024–2029 (USD MILLION) 199
・ TABLE 174 UK: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 199
・ TABLE 175 UK: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 200
・ TABLE 176 UK: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 200
・ TABLE 177 UK: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 200
11.3.4 GERMANY 200
11.3.4.1 FOCUS ON AI RESEARCH AND DEVELOPMENT AND IMPLEMENTATION OF INDUSTRY 4.0 TO DRIVE MARKET 200
・ TABLE 178 GERMANY: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2019–2023 (USD MILLION) 201
・ TABLE 179 GERMANY: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2024–2029 (USD MILLION) 201
・ TABLE 180 GERMANY: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 201
・ TABLE 181 GERMANY: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 202
・ TABLE 182 GERMANY: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 202
・ TABLE 183 GERMANY: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 202
11.3.5 FRANCE 202
11.3.5.1 FRANCE'S AI RESEARCH CENTERS AND INDUSTRY INVESTMENTS TO FOSTER MARKET GROWTH 202
・ TABLE 184 FRANCE: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2019–2023 (USD MILLION) 203
・ TABLE 185 FRANCE: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2024–2029 (USD MILLION) 203
・ TABLE 186 FRANCE: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 203
・ TABLE 187 FRANCE: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 203
・ TABLE 188 FRANCE: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 204
・ TABLE 189 FRANCE: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 204
11.3.6 SPAIN 204
11.3.6.1 IMPLEMENTATION OF AESIA AND RAPID GROWTH IN AI TECHNOLOGIES TO PROPEL MARKET 204
・ TABLE 190 SPAIN: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2019–2023 (USD MILLION) 204
・ TABLE 191 SPAIN: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2024–2029 (USD MILLION) 205
・ TABLE 192 SPAIN: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 205
・ TABLE 193 SPAIN: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 205
・ TABLE 194 SPAIN: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 205
・ TABLE 195 SPAIN: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 206
11.3.7 ITALY 206
11.3.7.1 STRATEGIC PROGRAMS AND INITIATIVES FOR IMPLEMENTING AI TO DRIVE DEMAND FOR PREDICTIVE MAINTENANCE SOLUTIONS 206
・ TABLE 196 ITALY: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2019–2023 (USD MILLION) 206
・ TABLE 197 ITALY: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2024–2029 (USD MILLION) 207
・ TABLE 198 ITALY: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 207
・ TABLE 199 ITALY: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 207
・ TABLE 200 ITALY: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 207
・ TABLE 201 ITALY: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 208
11.3.8 REST OF EUROPE 208
・ TABLE 202 REST OF EUROPE: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2019–2023 (USD MILLION) 208
・ TABLE 203 REST OF EUROPE: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2024–2029 (USD MILLION) 209
・ TABLE 204 REST OF EUROPE: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 209
・ TABLE 205 REST OF EUROPE: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 209
・ TABLE 206 REST OF EUROPE: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 209
・ TABLE 207 REST OF EUROPE: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 210
11.4 ASIA PACIFIC 210
11.4.1 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET DRIVERS 210
11.4.2 ASIA PACIFIC: RECESSION IMPACT 211
・ FIGURE 52 ASIA PACIFIC: MARKET SNAPSHOT 212
・ TABLE 208 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY, 2019–2023 (USD MILLION) 213
・ TABLE 209 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY, 2024–2029 (USD MILLION) 213
・ TABLE 210 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2019–2023 (USD MILLION) 213
・ TABLE 211 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2024–2029 (USD MILLION) 214
・ TABLE 212 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY SOLUTION, 2019–2023 (USD MILLION) 214
・ TABLE 213 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY SOLUTION, 2024–2029 (USD MILLION) 214
・ TABLE 214 ASIA PACIFIC: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 214
・ TABLE 215 ASIA PACIFIC: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 215
・ TABLE 216 ASIA PACIFIC: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY CLOUD, 2019–2023 (USD MILLION) 215
・ TABLE 217 ASIA PACIFIC: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY CLOUD, 2024–2029 (USD MILLION) 215
・ TABLE 218 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY SERVICE, 2019–2023 (USD MILLION) 215
・ TABLE 219 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY SERVICE, 2024–2029 (USD MILLION) 216
・ TABLE 220 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION) 216
・ TABLE 221 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION) 216
・ TABLE 222 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION) 216
・ TABLE 223 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 217
・ TABLE 224 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE, 2019–2023 (USD MILLION) 217
・ TABLE 225 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE, 2024–2029 (USD MILLION) 217
・ TABLE 226 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 218
・ TABLE 227 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 218
・ TABLE 228 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 218
・ TABLE 229 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 219
11.4.3 CHINA 219
11.4.3.1 GOVERNMENT’S HEAVY FINANCIAL AND STRATEGIC SUPPORT IN RESEARCH AND DEVELOPMENT AND INVESTMENTS FROM GLOBAL PLAYERS TO ACCELERATE MARKET GROWTH 219
・ TABLE 230 CHINA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2019–2023 (USD MILLION) 220
・ TABLE 231 CHINA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2024–2029 (USD MILLION) 220
・ TABLE 232 CHINA: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 220
・ TABLE 233 CHINA: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 221
・ TABLE 234 CHINA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 221
・ TABLE 235 CHINA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 221
11.4.4 JAPAN 222
11.4.4.1 ADOPTION OF MAINTENANCE PERFORMANCE MONITORING SOLUTIONS BY JAPAN AIRLINES TO FOSTER MARKET GROWTH 222
・ TABLE 236 JAPAN: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2019–2023 (USD MILLION) 222
・ TABLE 237 JAPAN: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2024–2029 (USD MILLION) 223
・ TABLE 238 JAPAN: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 223
・ TABLE 239 JAPAN: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 223
・ TABLE 240 JAPAN: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 223
・ TABLE 241 JAPAN: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 224
11.4.5 INDIA 224
11.4.5.1 NEED TO FORECAST, TRACK IN REAL TIME, AND MANAGE NETWORKS TO ENHANCE BETTER CUSTOMER EXPERIENCE IN AUTOMOTIVE SECTOR TO DRIVE MARKET 224
・ TABLE 242 INDIA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2019–2023 (USD MILLION) 225
・ TABLE 243 INDIA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2024–2029 (USD MILLION) 225
・ TABLE 244 INDIA: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 225
・ TABLE 245 INDIA: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 225
・ TABLE 246 INDIA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 226
・ TABLE 247 INDIA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 226
11.4.6 SOUTH KOREA 226
11.4.6.1 INTEGRATION OF IOT SENSORS AND AI ENHANCING MAINTENANCE EFFICIENCY TO BOOST DEMAND FOR PREDICTIVE MAINTENANCE 226
・ TABLE 248 SOUTH KOREA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2019–2023 (USD MILLION) 227
・ TABLE 249 SOUTH KOREA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2024–2029 (USD MILLION) 227
・ TABLE 250 SOUTH KOREA: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 227
・ TABLE 251 SOUTH KOREA: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 227
・ TABLE 252 SOUTH KOREA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 228
・ TABLE 253 SOUTH KOREA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 228
11.4.7 AUSTRALIA & NEW ZEALAND 228
11.4.7.1 NEED TO OPTIMIZE ASSET PERFORMANCE, REDUCE DOWNTIME, AND LOWER MAINTENANCE COSTS TO PROPEL MARKET 228
・ TABLE 254 AUSTRALIA & NEW ZEALAND: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2019–2023 (USD MILLION) 229
・ TABLE 255 AUSTRALIA & NEW ZEALAND: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2024–2029 (USD MILLION) 229
・ TABLE 256 AUSTRALIA & NEW ZEALAND: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 229
・ TABLE 257 AUSTRALIA & NEW ZEALAND: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 229
・ TABLE 258 AUSTRALIA & NEW ZEALAND: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 230
・ TABLE 259 AUSTRALIA & NEW ZEALAND: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 230
11.4.8 REST OF ASIA PACIFIC 230
・ TABLE 260 REST OF ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2019–2023 (USD MILLION) 230
・ TABLE 261 REST OF ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2024–2029 (USD MILLION) 231
・ TABLE 262 REST OF ASIA PACIFIC: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 231
・ TABLE 263 REST OF ASIA PACIFIC: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 231
・ TABLE 264 REST OF ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 231
・ TABLE 265 REST OF ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 232
11.5 MIDDLE EAST & AFRICA 232
11.5.1 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET DRIVERS 232
11.5.2 MIDDLE EAST & AFRICA: RECESSION IMPACT 233
・ TABLE 266 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY, 2019–2023 (USD MILLION) 233
・ TABLE 267 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY, 2024–2029 (USD MILLION) 234
・ TABLE 268 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2019–2023 (USD MILLION) 234
・ TABLE 269 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2024–2029 (USD MILLION) 234
・ TABLE 270 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET, BY SOLUTION, 2019–2023 (USD MILLION) 235
・ TABLE 271 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET, BY SOLUTION, 2024–2029 (USD MILLION) 235
・ TABLE 272 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 235
・ TABLE 273 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 235
・ TABLE 274 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY CLOUD, 2019–2023 (USD MILLION) 236
・ TABLE 275 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY CLOUD, 2024–2029 (USD MILLION) 236
・ TABLE 276 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET, BY SERVICE, 2019–2023 (USD MILLION) 236
・ TABLE 277 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET, BY SERVICE, 2024–2029 (USD MILLION) 236
・ TABLE 278 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION) 237
・ TABLE 279 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION) 237
・ TABLE 280 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION) 237
・ TABLE 281 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 238
・ TABLE 282 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE, 2019–2023 (USD MILLION) 238
・ TABLE 283 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE, 2024–2029 (USD MILLION) 238
・ TABLE 284 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 239
・ TABLE 285 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 239
・ TABLE 286 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 239
・ TABLE 287 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 240
11.5.3 UAE 240
11.5.3.1 GOVERNMENT INITIATIVES TO ACHIEVE SMART DUBAI PROGRAM AND ACTIVE INTEGRATION OF AI TO PROPEL MARKET 240
・ TABLE 288 UAE: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2019–2023 (USD MILLION) 241
・ TABLE 289 UAE: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2024–2029 (USD MILLION) 241
・ TABLE 290 UAE: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 241
・ TABLE 291 UAE: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 241
・ TABLE 292 UAE: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 242
・ TABLE 293 UAE: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 242
11.5.4 SAUDI ARABIA 242
11.5.4.1 NEED FOR ADVANCING TECHNOLOGY SECTOR AS PART OF VISION 2030 INITIATIVE AND SMART CITY PROGRAMS TO BOLSTER MARKET GROWTH 242
・ TABLE 294 SAUDI ARABIA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2019–2023 (USD MILLION) 243
・ TABLE 295 SAUDI ARABIA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2024–2029 (USD MILLION) 243
・ TABLE 296 SAUDI ARABIA: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 243
・ TABLE 297 SAUDI ARABIA: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 243
・ TABLE 298 SAUDI ARABIA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 244
・ TABLE 299 SAUDI ARABIA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 244
11.5.5 QATAR 244
11.5.5.1 COLLABORATION WITH TECH GIANTS TO ACCELERATE IOT-DRIVEN PREDICTIVE MAINTENANCE SOLUTIONS IN QATAR 244
・ TABLE 300 QATAR: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2019–2023 (USD MILLION) 245
・ TABLE 301 QATAR: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2024–2029 (USD MILLION) 245
・ TABLE 302 QATAR: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 245
・ TABLE 303 QATAR: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 245
・ TABLE 304 QATAR: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 246
・ TABLE 305 QATAR: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 246
11.5.6 TURKEY 246
11.5.6.1 EMPHASIS ON DEFENSE STRATEGIES TO LEVERAGE AI TECHNOLOGIES TO DRIVE GROWTH OF AI-POWERED PREDICTIVE MAINTENANCE SOLUTIONS 246
・ TABLE 306 TURKEY: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2019–2023 (USD MILLION) 247
・ TABLE 307 TURKEY: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2024–2029 (USD MILLION) 247
・ TABLE 308 TURKEY: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 247
・ TABLE 309 TURKEY: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 247
・ TABLE 310 TURKEY: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 248
・ TABLE 311 TURKEY: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 248
11.5.7 SOUTH AFRICA 248
11.5.7.1 PRESENCE OF MAJOR TECH COMPANIES AND CONCERNS REGARDING IMPACT OF AI ON ECONOMIC GROWTH TO DRIVE MARKET 248
・ TABLE 312 SOUTH AFRICA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2019–2023 (USD MILLION) 249
・ TABLE 313 SOUTH AFRICA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2024–2029 (USD MILLION) 249
・ TABLE 314 SOUTH AFRICA: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 249
・ TABLE 315 SOUTH AFRICA: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 249
・ TABLE 316 SOUTH AFRICA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 250
・ TABLE 317 SOUTH AFRICA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 250
11.5.8 REST OF MIDDLE EAST & AFRICA 250
・ TABLE 318 REST OF MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2019–2023 (USD MILLION) 251
・ TABLE 319 REST OF MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2024–2029 (USD MILLION) 251
・ TABLE 320 REST OF MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 251
・ TABLE 321 REST OF MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 251
・ TABLE 322 REST OF MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 252
・ TABLE 323 REST OF MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 252
11.6 LATIN AMERICA 252
11.6.1 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET DRIVERS 253
11.6.2 LATIN AMERICA: RECESSION IMPACT 253
・ TABLE 324 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY, 2019–2023 (USD MILLION) 254
・ TABLE 325 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY, 2024–2029 (USD MILLION) 254
・ TABLE 326 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2019–2023 (USD MILLION) 254
・ TABLE 327 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2024–2029 (USD MILLION) 255
・ TABLE 328 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY SOLUTION, 2019–2023 (USD MILLION) 255
・ TABLE 329 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY SOLUTION, 2024–2029 (USD MILLION) 255
・ TABLE 330 LATIN AMERICA: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 255
・ TABLE 331 LATIN AMERICA: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 256
・ TABLE 332 LATIN AMERICA: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY CLOUD, 2019–2023 (USD MILLION) 256
・ TABLE 333 LATIN AMERICA: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY CLOUD, 2024–2029 (USD MILLION) 256
・ TABLE 334 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY SERVICE, 2019–2023 (USD MILLION) 256
・ TABLE 335 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY SERVICE, 2024–2029 (USD MILLION) 257
・ TABLE 336 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION) 257
・ TABLE 337 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY PROFESSIONAL SERVICE, 2024–2029 (USD MILLION) 257
・ TABLE 338 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION) 257
・ TABLE 339 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY TECHNOLOGY, 2024–2029 (USD MILLION) 258
・ TABLE 340 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE, 2019–2023 (USD MILLION) 258
・ TABLE 341 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY TECHNIQUE, 2024–2029 (USD MILLION) 258
・ TABLE 342 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 259
・ TABLE 343 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 259
・ TABLE 344 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 259
・ TABLE 345 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY VERTICAL, 2024–2029 (USD MILLION) 260
11.6.3 BRAZIL 260
11.6.3.1 RAPID ADOPTION OF INDUSTRY 4.0 TECHNOLOGIES TO BOLSTER MARKET GROWTH 260
・ TABLE 346 BRAZIL: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2019–2023 (USD MILLION) 261
・ TABLE 347 BRAZIL: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2024–2029 (USD MILLION) 261
・ TABLE 348 BRAZIL: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 261
・ TABLE 349 BRAZIL: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 261
・ TABLE 350 BRAZIL: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 262
・ TABLE 351 BRAZIL: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 262
11.6.4 MEXICO 262
11.6.4.1 GROWING NEED FOR ENHANCED CONNECTIVITY IN BUSINESS PROCESSES TO DRIVE ADOPTION OF PREDICTIVE MAINTENANCE SOLUTIONS 262
・ TABLE 352 MEXICO: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2019–2023 (USD MILLION) 263
・ TABLE 353 MEXICO: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2024–2029 (USD MILLION) 263
・ TABLE 354 MEXICO: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 263
・ TABLE 355 MEXICO: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 263
・ TABLE 356 MEXICO: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 264
・ TABLE 357 MEXICO: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 264
11.6.5 ARGENTINA 264
11.6.5.1 THRIVING TECH ECOSYSTEM AND GOVERNMENT SUPPORT TO FUEL MARKET 264
・ TABLE 358 ARGENTINA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2019–2023 (USD MILLION) 265
・ TABLE 359 ARGENTINA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2024–2029 (USD MILLION) 265
・ TABLE 360 ARGENTINA: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 265
・ TABLE 361 ARGENTINA: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 265
・ TABLE 362 ARGENTINA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 266
・ TABLE 363 ARGENTINA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 266
11.6.6 REST OF LATIN AMERICA 266
・ TABLE 364 REST OF LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2019–2023 (USD MILLION) 266
・ TABLE 365 REST OF LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2024–2029 (USD MILLION) 267
・ TABLE 366 REST OF LATIN AMERICA: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 267
・ TABLE 367 REST OF LATIN AMERICA: PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2029 (USD MILLION) 267
・ TABLE 368 REST OF LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2019–2023 (USD MILLION) 267
・ TABLE 369 REST OF LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2024–2029 (USD MILLION) 268

12 COMPETITIVE LANDSCAPE 269
12.1 OVERVIEW 269
12.2 KEY PLAYER STRATEGIES 269
・ TABLE 370 OVERVIEW OF STRATEGIES ADOPTED BY KEY PREDICTIVE MAINTENANCE VENDORS 269
12.3 REVENUE ANALYSIS 271
・ FIGURE 53 REVENUE ANALYSIS OF KEY PLAYERS (2019–2023) 271
12.4 MARKET SHARE ANALYSIS 271
・ FIGURE 54 MARKET SHARE ANALYSIS FOR KEY PLAYERS, 2023 272
12.4.1 MARKET RANKING ANALYSIS 272
・ TABLE 371 PREDICTIVE MAINTENANCE MARKET: DEGREE OF COMPETITION 272
12.5 BRAND/PRODUCT COMPARATIVE ANALYSIS 273
・ FIGURE 55 BRAND/PRODUCT COMPARATIVE ANALYSIS 273
12.6 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023 273
12.6.1 STARS 273
12.6.2 EMERGING LEADERS 273
12.6.3 PERVASIVE PLAYERS 273
12.6.4 PARTICIPANTS 274
・ FIGURE 56 PREDICTIVE MAINTENANCE MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS), 2023 274
12.6.5 COMPANY FOOTPRINT: KEY PLAYERS, 2023 275
12.6.5.1 COMPANY FOOTPRINT 275
・ FIGURE 57 PREDICTIVE MAINTENANCE MARKET: COMPANY FOOTPRINT (20 COMPANIES) 275
12.6.5.2 REGION FOOTPRINT 276
・ TABLE 372 COMPANY REGION FOOTPRINT 276
12.6.5.3 COMPONENT FOOTPRINT 277
・ TABLE 373 COMPANY COMPONENT FOOTPRINT 277
12.6.5.4 TECHNOLOGY FOOTPRINT 278
・ TABLE 374 COMPANY TECHNOLOGY FOOTPRINT 278
12.6.5.5 VERTICAL FOOTPRINT 278
・ TABLE 375 COMPANY VERTICAL FOOTPRINT 278
12.7 COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2023 279
12.7.1 PROGRESSIVE COMPANIES 279
12.7.2 RESPONSIVE COMPANIES 280
12.7.3 DYNAMIC COMPANIES 280
12.7.4 STARTING BLOCKS 280
・ FIGURE 58 PREDICTIVE MAINTENANCE MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2023 280
12.7.5 COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2023 281
12.7.5.1 DETAILED LIST OF KEY STARTUPS/SMES 281
・ TABLE 376 PREDICTIVE MAINTENANCE MARKET: DETAILED LIST OF KEY STARTUPS/SMES 281
12.7.5.2 COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES 282
・ TABLE 377 PREDICTIVE MAINTENANCE MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES 282
12.8 COMPETITIVE SCENARIO AND TRENDS 282
12.8.1 PRODUCT LAUNCHES 283
・ TABLE 378 PREDICTIVE MAINTENANCE MARKET: PRODUCT LAUNCHES, JANUARY 2021–FEBRUARY 2024 283
12.8.2 DEALS 284
・ TABLE 379 PREDICTIVE MAINTENANCE MARKET: DEALS, JANUARY 2021–FEBRUARY 2024 284
12.9 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS 287
・ FIGURE 59 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS 287
・ FIGURE 60 YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND 5-YEAR STOCK BETA OF KEY VENDORS 287

13 COMPANY PROFILES 288
(BUSINESS OVERVIEW, PRODUCTS/SOLUTIONS/SERVICES OFFERED, RECENT DEVELOPMENTS, MNM VIEW)*
13.1 INTRODUCTION 288
13.2 KEY PLAYERS 288
13.2.1 IBM 288
・ TABLE 380 IBM: BUSINESS OVERVIEW 288
・ FIGURE 61 IBM: COMPANY SNAPSHOT 289
・ TABLE 381 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED 289
・ TABLE 382 IBM: DEALS 290
13.2.2 ABB 293
・ TABLE 383 ABB: BUSINESS OVERVIEW 293
・ FIGURE 62 ABB: COMPANY SNAPSHOT 294
・ TABLE 384 ABB: PRODUCTS/SOLUTIONS/SERVICES OFFERED 294
・ TABLE 385 ABB: PRODUCT LAUNCHES & ENHANCEMENTS 295
・ TABLE 386 ABB: DEALS 296
13.2.3 SCHNEIDER ELECTRIC 299
・ TABLE 387 SCHNEIDER ELECTRIC: BUSINESS OVERVIEW 299
・ FIGURE 63 SCHNEIDER ELECTRIC: COMPANY SNAPSHOT 300
・ TABLE 388 SCHNEIDER ELECTRIC: PRODUCTS/SOLUTIONS/SERVICES OFFERED 300
・ TABLE 389 SCHNEIDER ELECTRIC: PRODUCT LAUNCHES & ENHANCEMENTS 301
・ TABLE 390 SCHNEIDER ELECTRIC: DEALS 302
13.2.4 AWS 304
・ TABLE 391 AWS: BUSINESS OVERVIEW 304
・ FIGURE 64 AWS: COMPANY SNAPSHOT 304
・ TABLE 392 AWS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 305
・ TABLE 393 AWS: PRODUCT LAUNCHES 305
・ TABLE 394 AWS: DEALS 305
13.2.5 GOOGLE 308
・ TABLE 395 GOOGLE: BUSINESS OVERVIEW 308
・ FIGURE 65 GOOGLE: COMPANY SNAPSHOT 309
・ TABLE 396 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 309
・ TABLE 397 GOOGLE: PRODUCT LAUNCHES 310
・ TABLE 398 GOOGLE: DEALS 310
13.2.6 MICROSOFT 312
・ TABLE 399 MICROSOFT: BUSINESS OVERVIEW 312
・ FIGURE 66 MICROSOFT: COMPANY SNAPSHOT 313
・ TABLE 400 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED 313
・ TABLE 401 MICROSOFT: DEALS 314
13.2.7 HITACHI 316
・ TABLE 402 HITACHI: BUSINESS OVERVIEW 316
・ FIGURE 67 HITACHI: COMPANY SNAPSHOT 317
・ TABLE 403 HITACHI: PRODUCTS/SOLUTIONS/SERVICES OFFERED 317
・ TABLE 404 HITACHI: PRODUCT LAUNCHES & ENHANCEMENTS 318
・ TABLE 405 HITACHI: DEALS 318
13.2.8 SAP 320
・ TABLE 406 SAP: BUSINESS OVERVIEW 320
・ FIGURE 68 SAP: COMPANY SNAPSHOT 321
・ TABLE 407 SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED 321
・ TABLE 408 SAP: PRODUCT LAUNCHES & ENHANCEMENTS 322
・ TABLE 409 SAP: DEALS 322
13.2.9 SAS INSTITUTE 323
・ TABLE 410 SAS INSTITUTE: BUSINESS OVERVIEW 323
・ TABLE 411 SAS INSTITUTE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 323
・ TABLE 412 SAS INSTITUTE: PRODUCT LAUNCHES & ENHANCEMENTS 324
・ TABLE 413 SAS INSTITUTE: DEALS 324
13.2.10 SOFTWARE AG 325
・ TABLE 414 SOFTWARE AG: BUSINESS OVERVIEW 325
・ FIGURE 69 SOFTWARE AG: COMPANY SNAPSHOT 326
・ TABLE 415 SOFTWARE AG: PRODUCTS/SOLUTIONS/SERVICES OFFERED 326
・ TABLE 416 SOFTWARE AG: PRODUCT LAUNCHES & ENHANCEMENTS 327
・ TABLE 417 SOFTWARE AG: DEALS 327
13.2.11 TIBCO SOFTWARE 329
・ TABLE 418 TIBCO SOFTWARE: BUSINESS OVERVIEW 329
・ TABLE 419 TIBCO SOFTWARE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 329
・ TABLE 420 TIBCO SOFTWARE: PRODUCT LAUNCHES & ENHANCEMENTS 330
・ TABLE 421 TIBCO SOFTWARE: DEALS 330
13.2.12 ALTAIR 331
・ TABLE 422 ALTAIR: BUSINESS OVERVIEW 331
・ FIGURE 70 ALTAIR: COMPANY SNAPSHOT 332
・ TABLE 423 ALTAIR: PRODUCTS/SOLUTIONS/SERVICES OFFERED 332
・ TABLE 424 ALTAIR: PRODUCT LAUNCHES & ENHANCEMENTS 333
・ TABLE 425 ALTAIR: DEALS 333
13.2.13 ORACLE 335
・ TABLE 426 ORACLE: BUSINESS OVERVIEW 335
・ FIGURE 71 ORACLE: COMPANY SNAPSHOT 336
・ TABLE 427 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 336
・ TABLE 428 ORACLE: DEALS 337
13.2.14 SPLUNK 338
・ TABLE 429 SPLUNK: BUSINESS OVERVIEW 338
・ TABLE 430 SPLUNK: PRODUCTS/SOLUTIONS/SERVICES OFFERED 338
・ TABLE 431 SPLUNK: DEALS 339
13.2.15 C3.AI 340
13.2.16 EMERSON 340
13.2.17 GE 341
13.2.18 HONEYWELL 342
13.2.19 SIEMENS 343
13.2.20 PTC 343
13.3 STARTUPS/SMES 344
13.3.1 DINGO 344
13.3.2 UPTAKE 344
13.3.3 SAMOTICS 345
13.3.4 WAVESCAN 345
13.3.5 QUADRICAL AI 346
13.3.6 UPKEEP 346
13.3.7 LIMBLE 347
13.3.8 SENSEGROW 348
13.3.9 PRESAGE INSIGHTS 348
13.3.10 FACLON LABS 349
*DETAILS ON BUSINESS OVERVIEW, PRODUCTS/SOLUTIONS/SERVICES OFFERED, RECENT DEVELOPMENTS, MNM VIEW MIGHT NOT BE CAPTURED IN CASE OF UNLISTED COMPANIES.

14 ADJACENT AND RELATED MARKETS 350
14.1 ADJACENT AND RELATED MARKETS 350
14.1.1 INTRODUCTION 350
14.1.2 ENTERPRISE ASSET MANAGEMENT MARKET— GLOBAL FORECAST TO 2028 350
14.1.2.1 MARKET DEFINITION 350
14.1.2.2 MARKET OVERVIEW 350
・ TABLE 432 ENTERPRISE ASSET MANAGEMENT MARKET SIZE AND GROWTH, 2018–2022 (USD MILLION, Y-O-Y%) 351
・ TABLE 433 ENTERPRISE ASSET MANAGEMENT MARKET SIZE AND GROWTH, 2023–2028 (USD MILLION, Y-O-Y%) 351
14.1.2.2.1 ENTERPRISE ASSET MANAGEMENT MARKET, BY OFFERING 352
・ TABLE 434 ENTERPRISE ASSET MANAGEMENT MARKET, BY OFFERING, 2018–2022 (USD MILLION) 352
・ TABLE 435 ENTERPRISE ASSET MANAGEMENT MARKET, BY OFFERING, 2023–2028 (USD MILLION) 352
14.1.2.2.2 ENTERPRISE ASSET MANAGEMENT MARKET, BY APPLICATION 352
・ TABLE 436 ENTERPRISE ASSET MANAGEMENT MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 353
・ TABLE 437 ENTERPRISE ASSET MANAGEMENT MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 353
14.1.2.2.3 ENTERPRISE ASSET MANAGEMENT MARKET, BY DEPLOYMENT MODEL 353
・ TABLE 438 ENTERPRISE ASSET MANAGEMENT MARKET, BY DEPLOYMENT MODEL, 2018–2022 (USD MILLION) 354
・ TABLE 439 ENTERPRISE ASSET MANAGEMENT MARKET, BY DEPLOYMENT MODEL, 2023–2028 (USD MILLION) 354
14.1.2.2.4 ENTERPRISE ASSET MANAGEMENT MARKET, BY ORGANIZATION SIZE 354
・ TABLE 440 ENTERPRISE ASSET MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 354
・ TABLE 441 ENTERPRISE ASSET MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 355
14.1.2.2.5 ENTERPRISE ASSET MANAGEMENT MARKET, BY VERTICAL 355
・ TABLE 442 ENTERPRISE ASSET MANAGEMENT MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 355
・ TABLE 443 ENTERPRISE ASSET MANAGEMENT MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 356
14.1.2.2.6 ENTERPRISE ASSET MANAGEMENT MARKET, BY REGION 356
・ TABLE 444 ENTERPRISE ASSET MANAGEMENT MARKET, BY REGION, 2018–2022 (USD MILLION) 356
・ TABLE 445 ENTERPRISE ASSET MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION) 357
14.1.3 BIG DATA MARKET—GLOBAL FORECAST TO 2028 357
14.1.3.1 MARKET DEFINITION 357
14.1.3.2 MARKET OVERVIEW 358
・ TABLE 446 GLOBAL BIG DATA MARKET SIZE AND GROWTH RATE, 2018–2022 (USD MILLION, Y-O-Y) 359
・ TABLE 447 GLOBAL BIG DATA MARKET SIZE AND GROWTH RATE, 2023–2028 (USD MILLION, Y-O-Y) 359
14.1.3.2.1 BIG DATA MARKET, BY OFFERING 359
・ TABLE 448 BIG DATA MARKET, BY OFFERING, 2018–2022 (USD MILLION) 360
・ TABLE 449 BIG DATA MARKET, BY OFFERING, 2023–2028 (USD MILLION) 360
14.1.3.2.2 BIG DATA MARKET, BY BUSINESS FUNCTION 360
・ TABLE 450 BIG DATA MARKET, BY BUSINESS FUNCTION, 2018–2022 (USD MILLION) 361
・ TABLE 451 BIG DATA MARKET, BY BUSINESS FUNCTION, 2023–2028 (USD MILLION) 361
14.1.3.2.3 BIG DATA MARKET, BY DATA TYPE 361
・ TABLE 452 BIG DATA MARKET, BY DATA TYPE, 2018–2022 (USD MILLION) 362
・ TABLE 453 BIG DATA MARKET, BY DATA TYPE, 2023–2028 (USD MILLION) 362
14.1.3.2.4 BIG DATA MARKET, BY VERTICAL 362
・ TABLE 454 BIG DATA MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 363
・ TABLE 455 BIG DATA MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 364
14.1.3.2.5 BIG DATA MARKET, BY REGION 364
・ TABLE 456 BIG DATA MARKET, BY REGION, 2018–2022 (USD MILLION) 365
・ TABLE 457 BIG DATA MARKET, BY REGION, 2023–2028 (USD MILLION) 365

15 APPENDIX

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