Predictive Maintenance Market with COVID-19 Impact Analysis By Component (Solutions, Services), Deployment Mode (On-premises, Cloud), Organization Size (Large Enterprises, SME), Vertical and Region - Global Forecast to 2026

予測メンテナンスの世界市場予測(~2026):コンポーネント別、展開別、組織規模別、産業別、地域別

◆タイトル:Predictive Maintenance Market with COVID-19 Impact Analysis By Component (Solutions, Services), Deployment Mode (On-premises, Cloud), Organization Size (Large Enterprises, SME), Vertical and Region - Global Forecast to 2026
◆商品コード:TC4154-22
◆調査・発行会社:MarketsandMarkets
◆発行日:2022年3月2日
◆ページ数:280
◆レポート形式:PDF / 英語
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【レポートの概要】

マーケッツアンドマーケッツ社は、世界の予測メンテナンス市場規模が、2021年42億ドルから2026年159億ドルまで年平均30.6%成長すると予測しています。本調査レポートは、予測メンテナンスの世界市場について調査し、イントロダクション、調査手法、エグゼクティブサマリー、プレミアムインサイト、市場概要、コンポーネント別(ソリューション、サービス)分析、展開別(オンプレミス、クラウド)分析、組織規模別(大企業、中小企業)分析、産業別(政府&防衛、製造、エネルギー&ユーティリティ、輸送&物流、医療&ライフサイエンス)分析、地域別分析、競争状況、企業情報、隣接・関連市場など、以下の構成でまとめております。
・イントロダクション
・調査手法
・エグゼクティブサマリー
・プレミアムインサイト
・市場概要
・世界の予測メンテナンス市場規模:コンポーネント別(ソリューション、サービス)
・世界の予測メンテナンス市場規模:展開別(オンプレミス、クラウド)
・世界の予測メンテナンス市場規模:組織規模別(大企業、中小企業)
・世界の予測メンテナンス市場規模:産業別(政府&防衛、製造、エネルギー&ユーティリティ、輸送&物流、医療&ライフサイエンス)
・世界の予測メンテナンス市場規模:地域別
・競争状況
・企業情報
・隣接・関連市場

“The predictive maintenance market size to grow from USD 4.2 billion in 2021 to USD 15.9 billion by 2026, at a Compound Annual Growth Rate (CAGR) of 30.6% during the forecast period.”
Various factors such as increasing spending on marketing and advertising activities by enterprises, changing landscape of customer intelligence to drive the market, and proliferation of customer channels are expected to drive the adoption of predictive maintenance technologies and services.
Predictive maintenance is an approach used by enterprises to predict future failure points as well as monitor the condition of an asset in real-time. Besides passive monitoring, the predictive maintenance technique leverages ML algorithms that take critical historical data, such as temperature, pressure, and vibration, as an input, thus providing prediction related to the condition of an asset in real-time. This, in turn, enables enterprises to significantly reduce unplanned machine downtime and decide whether any particular asset needs maintenance. Predictive maintenance ensures the machine is taken for maintenance before it fails, due to which there are minimal losses in production. Traditional maintenance software currently cannot manage these expectations, as these maintenance solutions are reactive and periodic, which might affect the productivity of an enterprise due to unexpected downtime of the asset. Predictive maintenance solutions leverage technologies, such as Artificial Intelligence (AI), Internet of Things (IoT), and big data, to gather meaningful insights from all the data received from the machines, thus helping in taking necessary actions before the breakdown of the asset.

“The cloud segment to have the highest CAGR during the forecast period”
By deployment mode, the predictive maintenance market has been segmented into on-premises and cloud. The CAGR of the cloud deployment mode is estimated to be the largest during the forecast period. Cloud-based services are provided directly through the cloud-deployed network connection. Cloud-based platforms are beneficial for organizations that have strict budgets for security investments. The cloud deployment mode is growing, as cloud-based predictive maintenance solutions are easy to maintain and upgrade.

“The SMEs segment to hold higher CAGR during the forecast period”
The predictive maintenance market has been segmented by organization size into large enterprises and SMEs. The market for SMEs is expected to register a higher CAGR during the forecast period. These enterprises are early adopters of predictive maintenance solutions. They are faced with the troublesome task of effectively managing security because of the diverse nature of IT infrastructure, which is complex in nature.

“Among regions, APAC to hold highest CAGR during the forecast period”
The predictive maintenance market has been segmented into five major regions: North America, Europe, APAC, Latin America, and MEA. APAC is expected to grow at a good pace during the forecast period. The region will be booming, as it is experiencing a lot of new entrepreneur setups, which would be looking forward to acquiring new customers and gaining customer trust by involving new paradigms of maintenance technologies to have a competitive advantage over the established players. Predictive maintenance vendors in this region focus on innovations related to their product line. China, Japan, India, and Bangladesh have displayed ample growth opportunities in the predictive maintenance market.

Breakdown of primaries
In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the predictive maintenance market.
 By Company: Tier I: 35%, Tier II: 45%, and Tier III: 20%
 By Designation: C-Level Executives: 35%, D-Level Executives: 25%, and Managers: 40%
 By Region: APAC: 25%, Europe: 30%, North America: 30%, MEA: 10%, Latin America: 5%

The report includes the study of key players offering predictive maintenance solutions and services. It profiles major vendors in the global predictive maintenance market. The major vendors in the global predictive maintenance market include Microsoft(US), IBM(US), SAP(Germany), SAS Institute (US), Software AG (Germany), TIBCO Software (US), HPE (US), Altair (US), Splunk (US), Oracle (US), Google (US), AWS (US), GE (US), Schneider Electric (France), Hitachi (Japan), and PTC (US).

Research Coverage
The market study covers the predictive maintenance market across segments. It aims at estimating the market size and the growth potential of this market across different segments, such as components, deployment mode, organization size, application, vertical, and region. It includes an in-depth competitive analysis of the key players in the market, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.

Key Benefits of Buying the Report
The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall predictive maintenance market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.

【レポートの目次】

1 INTRODUCTION 47
1.1 INTRODUCTION TO COVID-19 47
1.2 COVID-19 HEALTH ASSESSMENT 47
FIGURE 1 COVID-19: GLOBAL PROPAGATION 47
FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES 48
1.3 COVID-19 ECONOMIC ASSESSMENT 49
FIGURE 3 REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR
SELECT G20 COUNTRIES IN 2020 49
1.3.1 COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT 50
FIGURE 4 CRITERIA IMPACTING GLOBAL ECONOMY 50
FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF GLOBAL ECONOMY 51
1.4 OBJECTIVES OF THE STUDY 52
1.5 MARKET DEFINITION 52
1.6 MARKET SCOPE 53
1.6.1 MARKET SEGMENTATION 53
1.6.2 REGIONS COVERED 53
1.6.3 YEARS CONSIDERED FOR THE STUDY 54
1.7 CURRENCY CONSIDERED 54
TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2018–2020 54
1.8 STAKEHOLDERS 54
1.9 SUMMARY OF CHANGES 55
2 RESEARCH METHODOLOGY 56
2.1 RESEARCH DATA 56
FIGURE 6 GLOBAL PREDICTIVE MAINTENANCE MARKET: RESEARCH DESIGN 56
2.1.1 SECONDARY DATA 57
2.1.2 PRIMARY DATA 57
2.1.2.1 Breakup of primary profiles 57
2.1.2.2 Key industry insights 58
2.2 MARKET BREAKUP AND DATA TRIANGULATION 59
2.3 MARKET SIZE ESTIMATION 59
FIGURE 7 PREDICTIVE MAINTENANCE MARKET: TOP-DOWN AND
BOTTOM-UP APPROACHES 60
2.3.1 TOP-DOWN APPROACH 60
2.3.2 BOTTOM-UP APPROACH 60
2.4 MARKET FORECAST 61
TABLE 2 FACTOR ANALYSIS 61
2.5 ASSUMPTIONS FOR THE STUDY 62
2.6 LIMITATIONS OF THE STUDY 63
3 EXECUTIVE SUMMARY 64
TABLE 3 PREDICTIVE MAINTENANCE MARKET AND GROWTH RATE,
2015–2020 (USD MILLION, Y-O-Y%) 66
TABLE 4 PREDICTIVE MAINTENANCE MARKET AND GROWTH RATE,
2021–2026 (USD MILLION, Y-O-Y%) 66
FIGURE 8 PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2021 66
FIGURE 9 PREDICTIVE MAINTENANCE MARKET SHARE, BY SOLUTIONS, 2021 67
FIGURE 10 PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2021 67
FIGURE 11 PREDICTIVE MAINTENANCE MARKET SHARE,
BY PROFESSIONAL SERVICES, 2021 67
FIGURE 12 PREDICTIVE MAINTENANCE MARKET SHARE, BY DEPLOYMENT MODE, 2021 68
FIGURE 13 PREDICTIVE MAINTENANCE MARKET SIZE, BY CLOUD TYPE, 2021 68
FIGURE 14 PREDICTIVE MAINTENANCE MARKET SHARE, BY ORGANIZATION SIZE, 2021 68
FIGURE 15 PREDICTIVE MAINTENANCE MARKET SNAPSHOT, BY VERTICAL, 2021 69
FIGURE 16 PREDICTIVE MAINTENANCE MARKET, BY REGION 69
4 PREMIUM INSIGHTS 70
4.1 ATTRACTIVE MARKET OPPORTUNITIES IN THE PREDICTIVE MAINTENANCE MARKET 70
FIGURE 17 REAL-TIME CONDITIONING MONITORING TO TAKE PROMPT
ACTION TO DRIVE THE MARKET 70
4.2 PREDICTIVE MAINTENANCE MARKET: TOP THREE VERTICALS 70
FIGURE 18 ENERGY AND UTILITIES VERTICAL EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 70
4.3 PREDICTIVE MAINTENANCE MARKET: BY REGION 71
FIGURE 19 NORTH AMERICA EXPECTED TO ACCOUNT FOR THE LARGEST
MARKET SHARE IN 2021 71
4.4 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT AND DEPLOYMENT MODE 71
FIGURE 20 SOLUTIONS AND GOVERNMENT AND DEFENSE SEGMENTS EXPECTED TO DOMINATE THE MARKET IN NORTH AMERICA IN 2021 71
5 MARKET DYNAMICS 72
5.1 INTRODUCTION 72
5.2 MARKET DYNAMICS 72
FIGURE 21 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES:
PREDICTIVE MAINTENANCE MARKET 72
5.2.1 DRIVERS 73
5.2.1.1 Increasing use of emerging technologies to gain valuable insights 73
5.2.1.2 Advent of ML and AI 73
5.2.1.3 Growing need to reduce maintenance cost, equipment
failure, and downtime 74
5.2.2 RESTRAINTS 74
5.2.2.1 Lack of skilled workforce 74
5.2.2.2 Data security concerns 74

5.2.3 OPPORTUNITIES 75
5.2.3.1 Rising internet proliferation and growing usage of connected and integrated technologies 75
5.2.3.2 Real-time condition monitoring to assist in taking prompt actions 75
5.2.3.3 COVID-19 pandemic increasing the need for remote monitoring and management of assets and business processes 75
5.2.4 CHALLENGES 76
5.2.4.1 Frequent maintenance and upgradation requirement to keep the systems updated 76
5.2.4.2 Ownership and privacy of collected data 76
5.3 PREDICTIVE MAINTENANCE MARKET: COVID-19 IMPACT 76
5.4 PREDICTIVE MAINTENANCE: EVOLUTION 77
FIGURE 22 EVOLUTION OF PREDICTIVE MAINTENANCE 78
5.5 PREDICTIVE MAINTENANCE: ECOSYSTEM 78
FIGURE 23 PREDICTIVE MAINTENANCE: ECOSYSTEM 78
5.6 CASE STUDY ANALYSIS 79
5.6.1 ENERGY AND UTILITIES 79
5.6.1.1 Case study: Implementation of predictive maintenance strategy for the generating unit at Tauron Wytwarzanie 79
5.6.2 TRANSPORTATION AND LOGISTICS 80
5.6.2.1 Case study: Implementation of the PdM RSIMS solution for a warehouse stacker crane in a high storage warehouse at M-Logistic 80
5.6.3 OIL AND GAS 81
5.6.3.1 Case study: Shell deploying Microsoft Azure for detecting risks and eliminating potential problems 81
5.6.4 MANUFACTURING AND MINING 81
5.6.4.1 Case study: Uptake creates USD 28 million in value for one of the world’s largest copper producers 81
5.6.5 TELECOM 82
5.6.5.1 Case study: Leading telecom operator deploying Avanseus’ full-stack predictive maintenance solution to become 5G-ready 82
5.6.6 MANUFACTURING AND MINING 83
5.6.6.1 Case study: Leading global miner saves USD 55 million through the implementation of the DINGO Asset Wellness program 83
5.6.7 BFSI 84
5.6.7.1 Case study: Leveraging medical big data to innovate a personalized life insurance business 84
5.6.8 TRANSPORTATION AND LOGISTICS 84
5.6.8.1 Case study: United Road capitalizes on predictive maintenance
with 4X ROI 84
5.7 PATENT ANALYSIS 85
5.7.1 METHODOLOGY 85
5.7.2 DOCUMENT TYPE 85
TABLE 5 PATENTS FILED, 2018–2021 85

5.7.3 INNOVATION AND PATENT APPLICATIONS 85
FIGURE 24 TOTAL NUMBER OF PATENTS GRANTED IN A YEAR, 2018–2021 85
5.7.3.1 Top applicants 86
FIGURE 25 TOP TEN COMPANIES WITH THE HIGHEST NUMBER OF PATENT APPLICATIONS, 2018–2021 86
TABLE 6 TOP TEN PATENT OWNERS (US) IN THE PREDICTIVE MAINTENANCE
MARKET, 2018–2021 86
5.8 SUPPLY/VALUE CHAIN ANALYSIS 87
FIGURE 26 SUPPLY/VALUE CHAIN ANALYSIS 87
TABLE 7 PREDICTIVE MAINTENANCE MARKET: VALUE/SUPPLY CHAIN 88
5.9 PRICING MODEL ANALYSIS 89
5.10 PORTER’S FIVE FORCES ANALYSIS 90
FIGURE 27 PREDICTIVE MAINTENANCE MARKET: PORTER’S FIVE FORCES ANALYSIS 90
TABLE 8 PREDICTIVE MAINTENANCE MARKET: PORTER’S FIVE FORCES ANALYSIS 90
5.10.1 THREAT OF NEW ENTRANTS 91
5.10.2 THREAT OF SUBSTITUTES 91
5.10.3 BARGAINING POWER OF SUPPLIERS 91
5.10.4 BARGAINING POWER OF BUYERS 91
5.10.5 INTENSITY OF COMPETITIVE RIVALRY 91
5.11 TECHNOLOGY ANALYSIS 92
5.11.1 AI AND PREDICTIVE MAINTENANCE 92
5.11.2 PREDICTIVE ANALYTICS AND PREDICTIVE MAINTENANCE 92
5.11.3 ML AND PREDICTIVE MAINTENANCE 92
5.11.4 IOT AND PREDICTIVE MAINTENANCE 93
5.11.5 5G AND PREDICTIVE MAINTENANCE 93
5.12 REGULATORY IMPLICATIONS 93
5.12.1 INTRODUCTION 93
5.12.2 SARBANES-OXLEY ACT OF 2002 93
5.12.3 GENERAL DATA PROTECTION REGULATION 94
5.12.4 BASEL 94
5.12.5 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT 94
5.12.6 FEDERAL TRADE COMMISSION 95
5.12.7 FEDERAL COMMUNICATIONS COMMISSION 95
5.12.8 ISO/IEC STANDARDS 95
5.12.8.1 ISO 55000 STANDARDS 95
5.12.8.2 ISO 13374 on condition monitoring and diagnostics of machines 96
5.12.8.3 ISO/ICE JTC 1 96
5.12.8.4 ISO/IEC JTC 1/SC 42 96
5.12.8.5 ISO/IEC JTC1/SC3 1 96
5.12.8.6 ISO/IEC JTC1/SC2 7 97

6 PREDICTIVE MAINTENANCE MARKET, BY COMPONENT 98
6.1 INTRODUCTION 99
6.1.1 COMPONENTS: COVID-19 IMPACT 99
FIGURE 28 SERVICES SEGMENT EXPECTED TO REGISTER A HIGHER CAGR
DURING THE FORECAST PERIOD 100
TABLE 9 PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2015–2020 (USD MILLION) 100
TABLE 10 PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2021–2026 (USD MILLION) 100
6.2 SOLUTIONS 101
6.2.1 REAL-TIME ASSET MONITORING ENABLES ORGANIZATIONS TO IMPLEMENT PROACTIVE MAINTENANCE STRATEGIES 101
6.2.2 SOLUTIONS: PREDICTIVE MAINTENANCE MARKET DRIVERS 101
FIGURE 29 STANDALONE SOLUTIONS SEGMENT EXPECTED TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 101
TABLE 11 PREDICTIVE MAINTENANCE MARKET, BY SOLUTIONS,
2015–2020 (USD MILLION) 102
TABLE 12 PREDICTIVE MAINTENANCE MARKET, BY SOLUTIONS,
2021–2026 (USD MILLION) 102
TABLE 13 PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY REGION,
2015–2020 (USD MILLION) 102
TABLE 14 PREDICTIVE MAINTENANCE SOLUTIONS MARKET, BY REGION,
2021–2026 (USD MILLION) 102
6.2.3 INTEGRATED 103
TABLE 15 PREDICTIVE MAINTENANCE INTEGRATED SOLUTIONS MARKET, BY REGION, 2015–2020 (USD MILLION) 103
TABLE 16 PREDICTIVE MAINTENANCE INTEGRATED SOLUTIONS MARKET, BY REGION, 2021–2026 (USD MILLION) 103
6.2.4 STANDALONE 104
TABLE 17 PREDICTIVE MAINTENANCE STANDALONE SOLUTIONS MARKET, BY REGION, 2015–2020 (USD MILLION) 104
TABLE 18 PREDICTIVE MAINTENANCE STANDALONE SOLUTIONS MARKET, BY REGION, 2021–2026 (USD MILLION) 104
6.3 SERVICES 105
6.3.1 ADOPTION OF PREDICTIVE MAINTENANCE SERVICES TO REDUCE RISK AND FAILURE OF MACHINE 105
6.3.2 SERVICES: PREDICTIVE MAINTENANCE MARKET DRIVERS 105
FIGURE 30 MANAGED SERVICES SEGMENT EXPECTED TO GROW AT HIGHER CAGR DURING THE FORECAST PERIOD 105
TABLE 19 PREDICTIVE MAINTENANCE MARKET, BY SERVICES,
2015–2020 (USD MILLION) 106
TABLE 20 PREDICTIVE MAINTENANCE MARKET, BY SERVICES,
2021–2026 (USD MILLION) 106
TABLE 21 PREDICTIVE MAINTENANCE SERVICES MARKET, BY REGION,
2015–2020 (USD MILLION) 106
TABLE 22 PREDICTIVE MAINTENANCE SERVICES MARKET, BY REGION,
2021–2026 (USD MILLION) 106
6.3.3 PROFESSIONAL SERVICES 107
FIGURE 31 SUPPORT AND MAINTENANCE SEGMENT EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 107
TABLE 23 PREDICTIVE MAINTENANCE PROFESSIONAL SERVICES MARKET, BY TYPE, 2015–2020 (USD MILLION) 107
TABLE 24 PREDICTIVE MAINTENANCE PROFESSIONAL SERVICES MARKET, BY TYPE, 2021–2026 (USD MILLION) 108
TABLE 25 PREDICTIVE MAINTENANCE PROFESSIONAL SERVICES MARKET, BY REGION, 2015–2020 (USD MILLION) 108
TABLE 26 PREDICTIVE MAINTENANCE PROFESSIONAL SERVICES MARKET, BY REGION, 2021–2026 (USD MILLION) 108
6.3.3.1 System integration 109
TABLE 27 PREDICTIVE MAINTENANCE SYSTEM INTEGRATION SERVICES MARKET,
BY REGION, 2015–2020 (USD MILLION) 109
TABLE 28 PREDICTIVE MAINTENANCE SYSTEM INTEGRATION SERVICES MARKET,
BY REGION, 2021–2026 (USD MILLION) 109
6.3.3.2 Support and maintenance 110
TABLE 29 PREDICTIVE MAINTENANCE SUPPORT AND MAINTENANCE SERVICES MARKET, BY REGION, 2015–2020 (USD MILLION) 110
TABLE 30 PREDICTIVE MAINTENANCE SUPPORT AND MAINTENANCE SERVICES MARKET, BY REGION, 2021–2026 (USD MILLION) 110
6.3.3.3 Consulting 111
TABLE 31 PREDICTIVE MAINTENANCE CONSULTING SERVICES MARKET, BY REGION, 2015–2020 (USD MILLION) 111
TABLE 32 PREDICTIVE MAINTENANCE CONSULTING SERVICES MARKET, BY REGION, 2021–2026 (USD MILLION) 111
6.3.4 MANAGED SERVICES 112
6.3.4.1 Increasing need of IT Infrastructure support to drive the growth of managed services 112
TABLE 33 PREDICTIVE MAINTENANCE MANAGED SERVICES MARKET, BY REGION, 2015–2020 (USD MILLION) 112
TABLE 34 PREDICTIVE MAINTENANCE MANAGED SERVICES MARKET, BY REGION, 2021–2026 (USD MILLION) 112
7 PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE 113
7.1 INTRODUCTION 114
7.1.1 DEPLOYMENT MODE: COVID-19 IMPACT 114
FIGURE 32 CLOUD SEGMENT EXPECTED TO ACCOUNT FOR A LARGER MARKET SIZE DURING THE FORECAST PERIOD 114
TABLE 35 PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE,
2015–2020 (USD MILLION) 115
TABLE 36 PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE,
2021–2026 (USD MILLION) 115
7.2 CLOUD 115
7.2.1 REDUCED OPERATIONAL COST AND HIGHER SCALABILITY TO ENABLE GROWTH IN CLOUD-BASED DEPLOYMENTS 115

7.2.2 CLOUD: PREDICTIVE MAINTENANCE MARKET DRIVERS 116
FIGURE 33 HYBRID CLOUD SEGMENT EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 116
TABLE 37 PREDICTIVE MAINTENANCE CLOUD DEPLOYMENT MARKET, BY TYPE,
2015–2020 (USD MILLION) 116
TABLE 38 PREDICTIVE MAINTENANCE CLOUD DEPLOYMENT MARKET, BY TYPE,
2021–2026 (USD MILLION) 117
TABLE 39 PREDICTIVE MAINTENANCE CLOUD DEPLOYMENT MARKET, BY REGION, 2015–2020 (USD MILLION) 117
TABLE 40 PREDICTIVE MAINTENANCE CLOUD DEPLOYMENT MARKET, BY REGION, 2021–2026 (USD MILLION) 117
7.2.3 PUBLIC CLOUD 118
TABLE 41 PREDICTIVE MAINTENANCE PUBLIC CLOUD DEPLOYMENT MARKET,
BY REGION, 2015–2020 (USD MILLION) 118
TABLE 42 PREDICTIVE MAINTENANCE PUBLIC CLOUD DEPLOYMENT MARKET,
BY REGION, 2021–2026 (USD MILLION) 118
7.2.4 PRIVATE CLOUD 119
TABLE 43 PREDICTIVE MAINTENANCE PRIVATE CLOUD DEPLOYMENT MARKET,
BY REGION, 2015–2020 (USD MILLION) 119
TABLE 44 PREDICTIVE MAINTENANCE PRIVATE CLOUD DEPLOYMENT MARKET,
BY REGION, 2021–2026 (USD MILLION) 119
7.2.5 HYBRID CLOUD 120
TABLE 45 PREDICTIVE MAINTENANCE HYBRID CLOUD DEPLOYMENT MARKET,
BY REGION, 2015–2020 (USD MILLION) 120
TABLE 46 PREDICTIVE MAINTENANCE HYBRID CLOUD DEPLOYMENT MARKET,
BY REGION, 2021–2026 (USD MILLION) 120
7.3 ON-PREMISES 121
7.3.1 RISING COST OF SUPPORT AND MAINTENANCE IMPACTING THE GROWTH OF ON-PREMISES SOLUTION 121
7.3.2 ON-PREMISES: PREDICTIVE MAINTENANCE MARKET DRIVERS 121
TABLE 47 ON-PREMISES: PREDICTIVE MAINTENANCE MARKET, BY REGION,
2015–2020 (USD MILLION) 121
TABLE 48 ON-PREMISES: PREDICTIVE MAINTENANCE MARKET, BY REGION,
2021–2026 (USD MILLION) 122
8 PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE 123
8.1 INTRODUCTION 124
8.1.1 ORGANIZATION SIZE: COVID-19 IMPACT 124
FIGURE 34 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT EXPECTED TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 124
TABLE 49 PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE,
2015–2020 (USD MILLION) 124
TABLE 50 PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE,
2021–2026 (USD MILLION) 125
8.2 LARGE ENTERPRISES 125
8.2.1 LARGE ENTERPRISES: PREDICTIVE MAINTENANCE MARKET DRIVERS 125
TABLE 51 LARGE ENTERPRISES PREDICTIVE MAINTENANCE MARKET, BY REGION, 2015–2020 (USD MILLION) 125
TABLE 52 LARGE ENTERPRISES PREDICTIVE MAINTENANCE MARKET, BY REGION, 2021–2026 (USD MILLION) 126
8.3 SMALL AND MEDIUM-SIZED ENTERPRISES 126
8.3.1 SMALL AND MEDIUM-SIZED ENTERPRISES: PREDICTIVE MAINTENANCE MARKET DRIVERS 126
TABLE 53 SMALL AND MEDIUM-SIZED ENTERPRISES: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2015–2020 (USD MILLION) 126
TABLE 54 SMALL AND MEDIUM-SIZED ENTERPRISES: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2021–2026 (USD MILLION) 127
9 PREDICTIVE MAINTENANCE MARKET, BY VERTICAL 128
9.1 INTRODUCTION 129
9.1.1 VERTICALS: COVID-19 IMPACT 129
FIGURE 35 ENERGY AND UTILITIES VERTICAL EXPECTED TO REGISTER THE HIGHEST CAGR DURING THE FORECAST PERIOD 130
TABLE 55 PREDICTIVE MAINTENANCE MARKET, BY VERTICAL,
2015–2020 (USD MILLION) 130
TABLE 56 PREDICTIVE MAINTENANCE MARKET SIZE, BY VERTICAL,
2021–2026 (USD MILLION) 130
9.2 GOVERNMENT AND DEFENSE 131
9.2.1 INITIATIVES TAKEN BY THE GOVERNMENT TO IMPROVE
THE LIFESTYLE OF CITIZENS 131
9.2.2 GOVERNMENT AND DEFENSE: PREDICTIVE MAINTENANCE MARKET DRIVERS 131
TABLE 57 GOVERNMENT AND DEFENSE: PREDICTIVE MAINTENANCE MARKET,
BY REGION, 2015–2020 (USD MILLION) 132
TABLE 58 GOVERNMENT AND DEFENSE: PREDICTIVE MAINTENANCE MARKET,
BY REGION, 2021–2026 (USD MILLION) 132
9.3 MANUFACTURING 132
9.3.1 IOT TO CHANGE THE WAYS OF PRODUCT DEVELOPMENT, MANUFACTURING, TRANSPORTATION, AND SELLING 132
9.3.2 MANUFACTURING: PREDICTIVE MAINTENANCE MARKET DRIVERS 133
TABLE 59 MANUFACTURING: PREDICTIVE MAINTENANCE MARKET, BY REGION,
2015–2020 (USD MILLION) 133
TABLE 60 MANUFACTURING: PREDICTIVE MAINTENANCE MARKET, BY REGION,
2021–2026 (USD MILLION) 133
9.4 ENERGY AND UTILITIES 134
9.4.1 NEED FOR NEW DATA SOURCES, NEW PROGRAMS, AND EFFICIENT MANAGEMENT OF RESOURCES 134
9.4.2 ENERGY AND UTILITIES: PREDICTIVE MAINTENANCE MARKET DRIVERS 134
TABLE 61 ENERGY AND UTILITIES: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2015–2020 (USD MILLION) 135
TABLE 62 ENERGY AND UTILITIES: PREDICTIVE MAINTENANCE MARKET, BY REGION, 2021–2026 (USD MILLION) 135
9.5 TRANSPORTATION AND LOGISTICS 135
9.5.1 INITATIVES TAKEN TO IMPROVE THE CORE FUNCTIONS, OPTIMIZE MARKETING, AND ENHANCE RISK MANAGEMENT FUNCTIONS 135
9.5.2 TRANSPORTATION AND LOGISTICS: PREDICTIVE MAINTENANCE
MARKET DRIVERS 136
TABLE 63 TRANSPORTATION AND LOGISTICS: PREDICTIVE MAINTENANCE MARKET,
BY REGION, 2015–2020 (USD MILLION) 136
TABLE 64 TRANSPORTATION AND LOGISTICS: PREDICTIVE MAINTENANCE MARKET,
BY REGION, 2021–2026 (USD MILLION) 136
9.6 HEALTHCARE AND LIFE SCIENCES 137
9.6.1 INTRODUCING NEW DIAGNOSTIC EQUIPMENT, PATIENT MONITORING TOOLS, AND OPERATIONAL TECHNOLOGIES FOR IMPROVED PATIENT CARE 137
9.6.2 HEALTHCARE AND LIFE SCIENCES: PREDICTIVE MAINTENANCE
MARKET DRIVERS 137
TABLE 65 HEALTHCARE AND LIFE SCIENCES: PREDICTIVE MAINTENANCE MARKET,
BY REGION, 2015–2020 (USD MILLION) 137
TABLE 66 HEALTHCARE AND LIFE SCIENCES: PREDICTIVE MAINTENANCE MARKET,
BY REGION, 2021–2026 (USD MILLION) 138
9.7 OTHER VERTICALS 138
TABLE 67 OTHER VERTICALS: PREDICTIVE MAINTENANCE MARKET, BY REGION,
2015–2020 (USD MILLION) 139
TABLE 68 OTHER VERTICALS: PREDICTIVE MAINTENANCE MARKET, BY REGION,
2021–2026 (USD MILLION) 139
10 PREDICTIVE MAINTENANCE MARKET, BY REGION 140
10.1 INTRODUCTION 141
10.2 COVID-19 IMPACT 141
FIGURE 36 JAPAN EXPECTED TO ACHIEVE THE HIGHEST CAGR IN THE PREDICTIVE MAINTENANCE MARKET DURING THE FORECAST PERIOD 142
TABLE 69 PREDICTIVE MAINTENANCE MARKET, BY REGION,
2015–2020 (USD MILLION) 142
TABLE 70 PREDICTIVE MAINTENANCE MARKET, BY REGION,
2021–2026 (USD MILLION) 142
FIGURE 37 NORTH AMERICA EXPECTED TO ACCOUNT FOR THE LARGEST MARKET SIZE IN THE PREDICTIVE MAINTENANCE MARKET DURING THE FORECAST PERIOD 143
10.3 NORTH AMERICA 143
10.3.1 NORTH AMERICA: OPERATIONAL DRIVERS 143
10.3.2 NORTH AMERICA: REGULATIONS 144
10.3.2.1 Personal Information Protection and Electronic
Documents Act (PIPEDA) 144
10.3.2.2 Gramm-Leach-Bliley Act 144
10.3.2.3 Health Insurance Portability and Accountability Act (HIPAA) of 1996 144
10.3.2.4 Federal Information Security Management Act (FISMA) 145
10.3.2.5 Federal Information Processing Standards (FIPS) 145
10.3.2.6 California Consumer Privacy Act (CSPA) 145
FIGURE 38 NORTH AMERICA MARKET SNAPSHOT 146
TABLE 71 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2015–2020 (USD MILLION) 146
TABLE 72 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2021–2026 (USD MILLION) 146
TABLE 73 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY SOLUTIONS, 2015–2020 (USD MILLION) 147
TABLE 74 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY SOLUTIONS, 2021–2026 (USD MILLION) 147
TABLE 75 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY SERVICES, 2015–2020 (USD MILLION) 147
TABLE 76 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY SERVICES,
2021–2026 (USD MILLION) 147
TABLE 77 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET,
BY PROFESSIONAL SERVICES, 2015–2020 (USD MILLION) 148
TABLE 78 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET,
BY PROFESSIONAL SERVICES, 2021–2026 (USD MILLION) 148
TABLE 79 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET,
BY DEPLOYMENT MODE, 2015–2020 (USD MILLION) 148
TABLE 80 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET,
BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 148
TABLE 81 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY CLOUD TYPE, 2015–2020 (USD MILLION) 149
TABLE 82 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY CLOUD TYPE, 2021–2026 (USD MILLION) 149
TABLE 83 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET,
BY ORGANIZATION SIZE, 2015–2020 (USD MILLION) 149
TABLE 84 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 149
TABLE 85 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY VERTICAL,
2015–2020 (USD MILLION) 150
TABLE 86 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY VERTICAL,
2021–2026 (USD MILLION) 150
TABLE 87 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY,
2015–2020 (USD MILLION) 150
TABLE 88 NORTH AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY,
2021–2026 (USD MILLION) 151
10.3.3 UNITED STATES 151
TABLE 89 UNITED STATES: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2015–2020 (USD MILLION) 151
TABLE 90 UNITED STATES: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2021–2026 (USD MILLION) 151
TABLE 91 UNITED STATES: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION) 152
TABLE 92 UNITED STATES: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 152
TABLE 93 UNITED STATES: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION) 152
TABLE 94 UNITED STATES: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 152
10.3.4 CANADA 153
TABLE 95 CANADA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2015–2020 (USD MILLION) 153
TABLE 96 CANADA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2021–2026 (USD MILLION) 153
TABLE 97 CANADA: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION) 153
TABLE 98 CANADA: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 154
TABLE 99 CANADA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION) 154
TABLE 100 CANADA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 154
10.4 EUROPE 154
10.4.1 EUROPE: OPERATIONAL DRIVERS 155
10.4.2 EUROPE: REGULATIONS 155
10.4.2.1 General Data Protection Regulation (GDPR) 155
10.4.2.2 European Committee for Standardization (CEN) 156
10.4.2.3 EU’s General Court 156
TABLE 101 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2015–2020 (USD MILLION) 156
TABLE 102 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2021–2026 (USD MILLION) 156
TABLE 103 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY SOLUTIONS,
2015–2020 (USD MILLION) 156
TABLE 104 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY SOLUTIONS,
2021–2026 (USD MILLION) 157
TABLE 105 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY SERVICES,
2015–2020 (USD MILLION) 157
TABLE 106 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY SERVICES,
2021–2026 (USD MILLION) 157
TABLE 107 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY PROFESSIONAL SERVICES, 2015–2020 (USD MILLION) 157
TABLE 108 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY PROFESSIONAL SERVICES, 2021–2026 (USD MILLION) 158
TABLE 109 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION) 158
TABLE 110 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 158
TABLE 111 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY CLOUD TYPE,
2015–2020 (USD MILLION) 158
TABLE 112 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY CLOUD TYPE,
2021–2026 (USD MILLION) 159
TABLE 113 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION) 159
TABLE 114 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 159
TABLE 115 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY VERTICAL,
2015–2020 (USD MILLION) 159
TABLE 116 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY VERTICAL,
2021–2026 (USD MILLION) 160
TABLE 117 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY,
2015–2020 (USD MILLION) 160
TABLE 118 EUROPE: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY,
2021–2026 (USD MILLION) 160
10.4.3 UNITED KINGDOM 161
TABLE 119 UNITED KINGDOM: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2015–2020 (USD MILLION) 161
TABLE 120 UNITED KINGDOM: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2021–2026 (USD MILLION) 161
TABLE 121 UNITED KINGDOM: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION) 161
TABLE 122 UNITED KINGDOM: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 162
TABLE 123 UNITED KINGDOM: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION) 162
TABLE 124 UNITED KINGDOM: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 162
10.4.4 GERMANY 162
TABLE 125 GERMANY: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2015–2020 (USD MILLION) 163
TABLE 126 GERMANY: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2021–2026 (USD MILLION) 163
TABLE 127 GERMANY: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION) 163
TABLE 128 GERMANY: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 163
TABLE 129 GERMANY: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION) 164
TABLE 130 GERMANY: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 164
10.4.5 FRANCE 164
TABLE 131 FRANCE: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2015–2020 (USD MILLION) 164
TABLE 132 FRANCE: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2021–2026 (USD MILLION) 165
TABLE 133 FRANCE: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION) 165
TABLE 134 FRANCE: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 165
TABLE 135 FRANCE: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION) 165
TABLE 136 FRANCE: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 166
10.4.6 ITALY 166
TABLE 137 ITALY: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2015–2020 (USD MILLION) 166
TABLE 138 ITALY: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2021–2026 (USD MILLION) 166
TABLE 139 ITALY: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE,
2015–2020 (USD MILLION) 167
TABLE 140 ITALY: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE,
2021–2026 (USD MILLION) 167
TABLE 141 ITALY: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE,
2015–2020 (USD MILLION) 167
TABLE 142 ITALY: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE,
2021–2026 (USD MILLION) 167
10.4.7 RUSSIA 168
TABLE 143 RUSSIA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2015–2020 (USD MILLION) 168
TABLE 144 RUSSIA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2021–2026 (USD MILLION) 168
TABLE 145 RUSSIA: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION) 168
TABLE 146 RUSSIA: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 169
TABLE 147 RUSSIA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION) 169
TABLE 148 RUSSIA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 169
10.4.8 REST OF EUROPE 169
TABLE 149 REST OF EUROPE: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2015–2020 (USD MILLION) 170
TABLE 150 REST OF EUROPE: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2021–2026 (USD MILLION) 170
TABLE 151 REST OF EUROPE: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION) 170
TABLE 152 REST OF EUROPE: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 170
TABLE 153 REST OF EUROPE: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION) 171
TABLE 154 REST OF EUROPE: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 171
10.5 ASIA PACIFIC 171
10.5.1 ASIA PACIFIC: OPERATIONAL DRIVERS 171
10.5.2 ASIA PACIFIC: REGULATIONS 172
10.5.2.1 Personal Data Protection Act (PDPA) 172
10.5.2.2 International Organization for Standardization (ISO) 27001 172
FIGURE 39 ASIA PACIFIC AMERICA MARKET SNAPSHOT 173
TABLE 155 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2015–2020 (USD MILLION) 173
TABLE 156 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2021–2026 (USD MILLION) 173
TABLE 157 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY SOLUTIONS,
2015–2020 (USD MILLION) 174
TABLE 158 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY SOLUTIONS,
2021–2026 (USD MILLION) 174
TABLE 159 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY SERVICES,
2015–2020 (USD MILLION) 174
TABLE 160 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY SERVICES,
2021–2026 (USD MILLION) 174
TABLE 161 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY PROFESSIONAL SERVICES, 2015–2020 (USD MILLION) 175
TABLE 162 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY PROFESSIONAL SERVICES, 2021–2026 (USD MILLION) 175
TABLE 163 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION) 175
TABLE 164 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 175
TABLE 165 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY CLOUD TYPE,
2015–2020 (USD MILLION) 176
TABLE 166 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY CLOUD TYPE,
2021–2026 (USD MILLION) 176
TABLE 167 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION) 176
TABLE 168 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 176
TABLE 169 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY VERTICAL,
2015–2020 (USD MILLION) 177
TABLE 170 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY VERTICAL,
2021–2026 (USD MILLION) 177
TABLE 171 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY,
2015–2020 (USD MILLION) 177
TABLE 172 ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY,
2021–2026 (USD MILLION) 178
10.5.3 CHINA 178
TABLE 173 CHINA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2015–2020 (USD MILLION) 178
TABLE 174 CHINA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2021–2026 (USD MILLION) 179
TABLE 175 CHINA: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE,
2015–2020 (USD MILLION) 179
TABLE 176 CHINA: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE,
2021–2026 (USD MILLION) 179
TABLE 177 CHINA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE,
2015–2020 (USD MILLION) 179
TABLE 178 CHINA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE,
2021–2026 (USD MILLION) 180
10.5.4 JAPAN 180
TABLE 179 JAPAN: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2015–2020 (USD MILLION) 180
TABLE 180 JAPAN: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2021–2026 (USD MILLION) 181
TABLE 181 JAPAN: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE,
2015–2020 (USD MILLION) 181
TABLE 182 JAPAN: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE,
2021–2026 (USD MILLION) 181
TABLE 183 JAPAN: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE,
2015–2020 (USD MILLION) 181
TABLE 184 JAPAN: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE,
2021–2026 (USD MILLION) 182
10.5.5 INDIA 182
TABLE 185 INDIA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2015–2020 (USD MILLION) 182
TABLE 186 INDIA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2021–2026 (USD MILLION) 183
TABLE 187 INDIA: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE,
2015–2020 (USD MILLION) 183
TABLE 188 INDIA: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE,
2021–2026 (USD MILLION) 183
TABLE 189 INDIA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE,
2015–2020 (USD MILLION) 183
TABLE 190 INDIA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE,
2021–2026 (USD MILLION) 184
10.5.6 BANGLADESH 184
TABLE 191 BANGLADESH: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2015–2020 (USD MILLION) 184
TABLE 192 BANGLADESH: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2021–2026 (USD MILLION) 184
TABLE 193 BANGLADESH: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION) 185
TABLE 194 BANGLADESH: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 185
TABLE 195 BANGLADESH: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION) 185
TABLE 196 BANGLADESH: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 185
10.5.7 REST OF ASIA PACIFIC 186
TABLE 197 REST OF ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET,
BY COMPONENT, 2015–2020 (USD MILLION) 186
TABLE 198 REST OF ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET,
BY COMPONENT, 2021–2026 (USD MILLION) 186
TABLE 199 REST OF ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET,
BY DEPLOYMENT MODE, 2015–2020 (USD MILLION) 186
TABLE 200 REST OF ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET,
BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 187
TABLE 201 REST OF ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET,
BY ORGANIZATION SIZE, 2015–2020 (USD MILLION) 187
TABLE 202 REST OF ASIA PACIFIC: PREDICTIVE MAINTENANCE MARKET,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 187

10.6 MIDDLE EAST & AFRICA 187
10.6.1 MIDDLE EAST & AFRICA: OPERATIONAL DRIVERS 188
10.6.2 MIDDLE EAST & AFRICA: REGULATIONS 188
10.6.2.1 Israeli Privacy Protection Regulations (Data Security), 5777-2017 188
10.6.2.2 GDPR Applicability in KSA 188
10.6.2.3 Protection of Personal Information Act (POPIA) 189
TABLE 203 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET,
BY COMPONENT, 2015–2020 (USD MILLION) 189
TABLE 204 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET,
BY COMPONENT, 2021–2026 (USD MILLION) 189
TABLE 205 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET,
BY SOLUTIONS, 2015–2020 (USD MILLION) 189
TABLE 206 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET,
BY SOLUTIONS, 2021–2026 (USD MILLION) 190
TABLE 207 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET, BY SERVICES, 2015–2020 (USD MILLION) 190
TABLE 208 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET, BY SERVICES, 2021–2026 (USD MILLION) 190
TABLE 209 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET,
BY PROFESSIONAL SERVICES, 2015–2020 (USD MILLION) 190
TABLE 210 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET,
BY PROFESSIONAL SERVICES, 2021–2026 (USD MILLION) 191
TABLE 211 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET,
BY DEPLOYMENT MODE, 2015–2020 (USD MILLION) 191
TABLE 212 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET,
BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 191
TABLE 213 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET,
BY CLOUD TYPE, 2015–2020 (USD MILLION) 191
TABLE 214 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET,
BY CLOUD TYPE, 2021–2026 (USD MILLION) 192
TABLE 215 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET,
BY ORGANIZATION SIZE, 2015–2020 (USD MILLION) 192
TABLE 216 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 192
TABLE 217 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET, BY VERTICAL, 2015–2020 (USD MILLION) 192
TABLE 218 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET, BY VERTICAL, 2021–2026 (USD MILLION) 193
TABLE 219 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY, 2015–2020 (USD MILLION) 193
TABLE 220 MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY, 2021–2026 (USD MILLION) 193
10.6.3 ISRAEL 194
TABLE 221 ISRAEL: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2015–2020 (USD MILLION) 194
TABLE 222 ISRAEL: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2021–2026 (USD MILLION) 194
TABLE 223 ISRAEL: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION) 194
TABLE 224 ISRAEL: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 195
TABLE 225 ISRAEL: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION) 195
TABLE 226 ISRAEL: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 195
10.6.4 UNITED ARAB EMIRATES 195
TABLE 227 UAE: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2015–2020 (USD MILLION) 196
TABLE 228 UAE: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2021–2026 (USD MILLION) 196
TABLE 229 UAE: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE,
2015–2020 (USD MILLION) 196
TABLE 230 UAE: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE,
2021–2026 (USD MILLION) 196
TABLE 231 UAE: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE,
2015–2020 (USD MILLION) 197
TABLE 232 UAE: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE,
2021–2026 (USD MILLION) 197
10.6.5 QATAR 197
TABLE 233 QATAR: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2015–2020 (USD MILLION) 197
TABLE 234 QATAR: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2021–2026 (USD MILLION) 198
TABLE 235 QATAR: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE,
2015–2020 (USD MILLION) 198
TABLE 236 QATAR: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE,
2021–2026 (USD MILLION) 198
TABLE 237 QATAR: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE,
2015–2020 (USD MILLION) 198
TABLE 238 QATAR: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE,
2021–2026 (USD MILLION) 199
10.6.6 REST OF MIDDLE EAST & AFRICA 199
TABLE 239 REST OF MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET,
BY COMPONENT, 2015–2020 (USD MILLION) 199
TABLE 240 REST OF MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION) 199
TABLE 241 REST OF MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET,
BY DEPLOYMENT MODE, 2015–2020 (USD MILLION) 200
TABLE 242 REST OF MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET,
BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 200
TABLE 243 REST OF MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET,
BY ORGANIZATION SIZE, 2015–2020 (USD MILLION) 200
TABLE 244 REST OF MIDDLE EAST & AFRICA: PREDICTIVE MAINTENANCE MARKET,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 200
10.7 LATIN AMERICA 201
10.7.1 LATIN AMERICA: OPERATIONAL DRIVERS 201
10.7.2 LATIN AMERICA: REGULATIONS 201
10.7.2.1 Brazil Data Protection Law 201
10.7.2.2 Argentina Personal Data Protection Law No. 25.326 202
TABLE 245 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2015–2020 (USD MILLION) 202
TABLE 246 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT, 2021–2026 (USD MILLION) 202
TABLE 247 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY SOLUTIONS,
2015–2020 (USD MILLION) 203
TABLE 248 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY SOLUTIONS,
2021–2026 (USD MILLION) 203
TABLE 249 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY SERVICES,
2015–2020 (USD MILLION) 203
TABLE 250 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY SERVICES,
2021–2026 (USD MILLION) 203
TABLE 251 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY PROFESSIONAL SERVICES, 2015–2020 (USD MILLION) 204
TABLE 252 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET SIZE,
BY PROFESSIONAL SERVICES, 2021–2026 (USD MILLION) 204
TABLE 253 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION) 204
TABLE 254 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 204
TABLE 255 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY CLOUD TYPE, 2015–2020 (USD MILLION) 205
TABLE 256 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY CLOUD TYPE, 2021–2026 (USD MILLION) 205
TABLE 257 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION) 205
TABLE 258 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 205
TABLE 259 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY VERTICAL,
2015–2020 (USD MILLION) 206
TABLE 260 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY VERTICAL,
2021–2026 (USD MILLION) 206
TABLE 261 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY,
2015–2020 (USD MILLION) 206
TABLE 262 LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET, BY COUNTRY,
2021–2026 (USD MILLION) 207
10.7.3 BRAZIL 207
TABLE 263 BRAZIL: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2015–2020 (USD MILLION) 207
TABLE 264 BRAZIL: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2021–2026 (USD MILLION) 208
TABLE 265 BRAZIL: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION) 208
TABLE 266 BRAZIL: PREDICTIVE MAINTENANCE MARKE, BY DEPLOYMENT MODE,
2021–2026 (USD MILLION) 208
TABLE 267 BRAZIL: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION) 208
TABLE 268 BRAZIL: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 209
10.7.4 MEXICO 209
TABLE 269 MEXICO: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2015–2020 (USD MILLION) 209
TABLE 270 MEXICO: PREDICTIVE MAINTENANCE MARKET, BY COMPONENT,
2021–2026 (USD MILLION) 210
TABLE 271 MEXICO: PREDICTIVE MAINTENANCE MARKET, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION) 210
TABLE 272 MEXICO: PREDICTIVE MAINTENANCE MARKE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 210
TABLE 273 MEXICO: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION) 210
TABLE 274 MEXICO: PREDICTIVE MAINTENANCE MARKET, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 211
10.7.5 REST OF LATIN AMERICA 211
TABLE 275 REST OF LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET,
BY COMPONENT, 2015–2020 (USD MILLION) 211
TABLE 276 REST OF LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET,
BY COMPONENT, 2021–2026 (USD MILLION) 211
TABLE 277 REST OF LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET,
BY DEPLOYMENT MODE, 2015–2020 (USD MILLION) 212
TABLE 278 REST OF LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET,
BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 212
TABLE 279 REST OF LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET,
BY ORGANIZATION SIZE, 2015–2020 (USD MILLION) 212
TABLE 280 REST OF LATIN AMERICA: PREDICTIVE MAINTENANCE MARKET,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 212
11 COMPETITIVE LANDSCAPE 213
11.1 OVERVIEW 213
11.2 KEY PLAYER STRATEGIES 213
TABLE 281 OVERVIEW OF THE STRATEGIES DEPLOYED BY KEY PLAYERS IN THE PREDICTIVE MAINTENANCE MARKET 213
11.3 REVENUE ANALYSIS 214
FIGURE 40 REVENUE ANALYSIS OF KEY COMPANIES IN THE PAST FIVE YEARS 214
11.4 MARKET SHARE ANALYSIS 215
FIGURE 41 PREDICTIVE MAINTENANCE MARKET: MARKET SHARE ANALYSIS, 2021 215
TABLE 282 PREDICTIVE MAINTENANCE MARKET: DEGREE OF COMPETITION 215
11.5 COMPANY EVALUATION QUADRANT 216
11.5.1 STARS 216
11.5.2 EMERGING LEADERS 216
11.5.3 PERVASIVE PLAYERS 216
11.5.4 PARTICIPANTS 216
FIGURE 42 KEY PREDICTIVE MAINTENANCE MARKET PLAYERS, COMPANY
EVALUATION MATRIX, 2021 217

11.6 COMPETITIVE BENCHMARKING 218
TABLE 283 COMPANY FOOTPRINT FOR TOP THREE VERTICALS 218
TABLE 284 COMPANY REGION FOOTPRINT 219
11.7 STARTUP/SME EVALUATION QUADRANT 220
11.7.1 PROGRESSIVE COMPANIES 220
11.7.2 RESPONSIVE COMPANIES 220
11.7.3 DYNAMIC COMPANIES 220
11.7.4 STARTING BLOCKS 220
FIGURE 43 STARTUP/SME PREDICTIVE MAINTENANCE MARKET
EVALUATION MATRIX, 2021 221
11.8 COMPETITIVE SCENARIO 222
11.8.1 PRODUCT LAUNCHES 222
TABLE 285 PRODUCT LAUNCHES, 2020-2021 222
11.8.2 DEALS 223
TABLE 286 DEALS, 2021 223
12 COMPANY PROFILES 224
12.1 INTRODUCTION 224
(Business and Financial Overview, Solutions Offered, Recent Developments, and MnM View)*
12.2 KEY PLAYERS 224
12.2.1 MICROSOFT 224
TABLE 287 MICROSOFT: BUSINESS OVERVIEW 224
FIGURE 44 MICROSOFT: FINANCIAL OVERVIEW 225
TABLE 288 MICROSOFT: SOLUTIONS OFFERED 225
TABLE 289 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS 226
TABLE 290 MICROSOFT: DEALS 226
12.2.2 IBM 229
TABLE 291 IBM: BUSINESS OVERVIEW 229
FIGURE 45 IBM: COMPANY SNAPSHOT 230
TABLE 292 IBM: SOLUTIONS OFFERED 230
TABLE 293 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS 231
TABLE 294 IBM: DEALS 231
12.2.3 SAP 233
TABLE 295 SAP: BUSINESS OVERVIEW 233
FIGURE 46 SAP: COMPANY SNAPSHOT 234
TABLE 296 SAP: SOLUTIONS OFFERED 234
TABLE 297 SAP: PRODUCT LAUNCHES AND ENHANCEMENTS 235
TABLE 298 SAP: DEALS 235
12.2.4 SAS INSTITUTE 237
TABLE 299 SAS INSTITUTE: BUSINESS OVERVIEW 237
FIGURE 47 SAS INSTITUTE: COMPANY SNAPSHOT 238
TABLE 300 SAS INSTITUTE: SOLUTIONS OFFERED 238
TABLE 301 SAS INSTITUTE: PRODUCT LAUNCHES AND ENHANCEMENTS 239
TABLE 302 SAS INSTITUTE: DEALS 239
12.2.5 SOFTWARE AG 241
TABLE 303 SOFTWARE AG: BUSINESS OVERVIEW 241
TABLE 304 SOFTWARE AG: SOLUTIONS OFFERED 241
TABLE 305 SOFTWARE AG: PRODUCT LAUNCHES AND ENHANCEMENTS 242
TABLE 306 SOFTWARE AG: DEALS 242
12.2.6 TIBCO SOFTWARE 243
TABLE 307 TIBCO SOFTWARE: BUSINESS OVERVIEW 243
TABLE 308 TIBCO SOFTWARE: SOLUTIONS OFFERED 243
TABLE 309 TIBCO SOFTWARE: PRODUCT LAUNCHES AND ENHANCEMENTS 244
TABLE 310 TIBCO SOFTWARE: DEALS 244
12.2.7 HPE 246
TABLE 311 HPE: BUSINESS OVERVIEW 246
TABLE 312 HPE: SOLUTIONS OFFERED 246
TABLE 313 HPE: PRODUCT LAUNCHES AND ENHANCEMENTS 247
TABLE 314 HPE: DEALS 247
12.2.8 ALTAIR 248
TABLE 315 ALTAIR: BUSINESS OVERVIEW 248
TABLE 316 ALTAIR: SOLUTIONS OFFERED 248
TABLE 317 ALTAIR: PRODUCT LAUNCHES AND ENHANCEMENTS 249
TABLE 318 ALTAIR: DEALS 249
12.2.9 SPLUNK 250
TABLE 319 SPLUNK: BUSINESS OVERVIEW 250
TABLE 320 SPLUNK: SOLUTIONS OFFERED 250
TABLE 321 SPLUNK: PRODUCT LAUNCHES AND ENHANCEMENTS 251
TABLE 322 SPLUNK: DEALS 251
12.2.10 ORACLE 252
TABLE 323 ORACLE: BUSINESS OVERVIEW 252
TABLE 324 ORACLE: SOLUTIONS OFFERED 252
TABLE 325 ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS 253
TABLE 326 ORACLE: DEALS 253
12.2.11 GOOGLE 254
TABLE 327 GOOGLE: BUSINESS OVERVIEW 254
TABLE 328 GOOGLE: SOLUTIONS OFFERED 254
TABLE 329 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS 255
TABLE 330 GOOGLE: DEALS 255
12.2.12 AWS 256
TABLE 331 AWS: BUSINESS OVERVIEW 256
TABLE 332 AWS: SOLUTIONS OFFERED 256
TABLE 333 AWS: PRODUCT LAUNCHES AND ENHANCEMENTS 257
TABLE 334 AWS: DEALS 257
12.2.13 GE 258
TABLE 335 GE: BUSINESS OVERVIEW 258
FIGURE 48 GE: COMPANY SNAPSHOT 259
TABLE 336 GE: SOLUTIONS OFFERED 259
TABLE 337 GE: PRODUCT LAUNCHES AND ENHANCEMENTS 260
TABLE 338 GE: DEALS 260
12.2.14 SCHNEIDER ELECTRIC 261
TABLE 339 SCHNEIDER ELECTRIC: BUSINESS OVERVIEW 261
FIGURE 49 SCHNEIDER ELECTRIC: COMPANY SNAPSHOT 262
TABLE 340 SCHNEIDER ELECTRIC: SOLUTIONS OFFERED 262
TABLE 341 SCHNEIDER ELECTRIC: PRODUCT LAUNCHES AND ENHANCEMENTS 263
TABLE 342 SCHNEIDER ELECTRIC: DEALS 263
12.2.15 HITACHI 264
TABLE 343 HITACHI: BUSINESS OVERVIEW 264
FIGURE 50 HITACHI: COMPANY SNAPSHOT 265
TABLE 344 HITACHI: SOLUTIONS OFFERED 265
TABLE 345 HITACHI: PRODUCT LAUNCHES AND ENHANCEMENTS 266
TABLE 346 HITACHI: DEALS 266
12.2.16 PTC 267
TABLE 347 PTC: BUSINESS OVERVIEW 267
FIGURE 51 PTC: COMPANY SNAPSHOT 268
TABLE 348 PTC: SOLUTIONS OFFERED 268
TABLE 349 PTC: PRODUCT LAUNCHES AND ENHANCEMENTS 269
TABLE 350 PTC: DEALS 269
12.2.17 RAPIDMINER 270
12.2.18 OPEX GROUP 271
12.2.19 DINGO 271
12.2.20 FACTORY5 272
* Business and Financial Overview, Solutions Offered, Recent Developments, and MnM View might not be captured in case of unlisted companies.
13 APPENDIX 273
13.1 ADJACENT AND RELATED MARKETS 273
13.1.1 CUSTOMER JOURNEY ANALYTICS MARKET—GLOBAL FORECAST TO 2026 273
13.1.1.1 Market definition 273
13.1.1.2 Market overview 273
13.1.1.2.1 Customer journey analytics market, by component 273
TABLE 351 CUSTOMER JOURNEY ANALYTICS MARKET, BY COMPONENT,
2015–2019 (USD MILLION) 273
TABLE 352 CUSTOMER JOURNEY ANALYTICS MARKET, BY COMPONENT,
2020–2026 (USD MILLION) 274
13.1.1.2.2 Customer journey analytics market, by application 274
TABLE 353 CUSTOMER JOURNEY ANALYTICS MARKET, BY APPLICATION,
2015–2019 (USD MILLION) 274
TABLE 354 CUSTOMER JOURNEY ANALYTICS MARKET, BY APPLICATION,
2020–2026 (USD MILLION) 275
13.1.1.2.3 Customer journey analytics market, by deployment mode 275
TABLE 355 CUSTOMER JOURNEY ANALYTICS MARKET, BY DEPLOYMENT MODE,
2015–2019 (USD MILLION) 275
TABLE 356 CUSTOMER JOURNEY ANALYTICS MARKET, BY DEPLOYMENT MODE,
2020–2026 (USD MILLION) 276
13.1.1.2.4 Customer journey analytics market, by organization size 276
TABLE 357 CUSTOMER JOURNEY ANALYTICS MARKET, BY ORGANIZATION SIZE,
2015–2019 (USD MILLION) 276
TABLE 358 CUSTOMER JOURNEY ANALYTICS MARKET, BY ORGANIZATION SIZE,
2020–2026 (USD MILLION) 277
13.1.1.2.5 Customer journey analytics market, by industry vertical 277
TABLE 359 CUSTOMER JOURNEY ANALYTICS MARKET, BY VERTICAL,
2015–2019 (USD MILLION) 277
TABLE 360 CUSTOMER JOURNEY ANALYTICS MARKET, BY VERTICAL,
2020–2026 (USD MILLION) 278
13.1.1.2.6 Customer journey analytics market, by region 278
TABLE 361 CUSTOMER JOURNEY ANALYTICS MARKET, BY REGION,
2015–2019 (USD MILLION) 279
TABLE 362 CUSTOMER JOURNEY ANALYTICS MARKET, BY REGION,
2020–2026 (USD MILLION) 279
13.1.2 BIG DATA MARKET - GLOBAL FORECAST TO 2025 279
13.1.2.1 Market definition 279
13.1.2.2 Market overview 279
13.1.2.2.1 Big data market, by component 280
TABLE 363 BIG DATA MARKET, BY COMPONENT, 2018–2025 (USD MILLION) 280
TABLE 364 SOLUTIONS: BIG DATA MARKET, BY TYPE, 2018–2025 (USD MILLION) 280
TABLE 365 BIG DATA MARKET, BY SERVICE, 2018–2025 (USD MILLION) 281
TABLE 366 PROFESSIONAL SERVICES MARKET, BY TYPE, 2018–2025 (USD MILLION) 281
13.1.2.2.2 Big data market, by deployment mode 281
TABLE 367 BIG DATA MARKET, BY DEPLOYMENT MODE, 2018–2025 (USD MILLION) 281
TABLE 368 CLOUD: BIG DATA MARKET, BY TYPE, 2018–2025 (USD MILLION) 282
13.1.2.2.3 Big data market, by organization size 282
TABLE 369 BIG DATA MARKET, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION) 282
13.1.2.2.4 Big data market, by business function 282
TABLE 370 BIG DATA MARKET, BY BUSINESS FUNCTION, 2018–2025 (USD MILLION) 283
13.1.2.2.5 Big data market, by industry vertical 283
TABLE 371 BIG DATA MARKET, BY INDUSTRY VERTICAL, 2018–2025 (USD MILLION) 283
13.1.2.2.6 Big data market, by region 284
TABLE 372 BIG DATA MARKET, BY REGION, 2018–2025 (USD MILLION) 284

13.2 DISCUSSION GUIDE 285
13.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 291
13.4 AVAILABLE CUSTOMIZATIONS 293
13.5 RELATED REPORTS 293
13.6 AUTHOR DETAILS 294

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