COVID-19による予知保全市場のインパクト分析：コンポーネント（ソリューション、サービス）、展開モード（オンプレミス、クラウド）、組織規模（大企業、中小企業）、垂直方向、地域別 - 2026年までの世界市場予測

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

予知保全の市場規模は、2021年の42億米ドルから2026年には159億米ドルに拡大し、予測期間中の年平均成長率（CAGR）は30.6%となる見込みです。企業によるマーケティングや広告活動への支出の増加、市場を牽引する... もっと見る

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MarketsandMarkets マーケッツアンドマーケッツ	2022年3月2日	US$4,950 シングルユーザライセンスライセンス・価格情報・注文方法はこちら	280	423	英語

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予知保全の市場規模は、2021年の42億米ドルから2026年には159億米ドルに拡大し、予測期間中の年平均成長率（CAGR）は30.6%となる見込みです。企業によるマーケティングや広告活動への支出の増加、市場を牽引するカスタマーインテリジェンスの状況の変化、顧客チャネルの普及など、さまざまな要因が予測メンテナンス技術やサービスの採用を促進すると考えられています。
予知保全は、将来の故障箇所を予測し、資産の状態をリアルタイムで監視するために企業が使用するアプローチです。予知保全技術では、受動的な監視に加えて、温度、圧力、振動などの重要な履歴データを入力とするMLアルゴリズムを活用し、リアルタイムで資産の状態に関連した予測を行います。これにより、企業は機械の予定外のダウンタイムを大幅に削減し、特定の資産にメンテナンスが必要かどうかを判断できるようになります。予知保全を行うことで、機械が故障する前にメンテナンスを行うことができ、生産における損失を最小限に抑えることができます。従来の保守ソフトウェアでは、このような期待に応えることはできません。なぜなら、これらの保守ソリューションは事後的かつ周期的であり、予期せぬ資産のダウンタイムにより企業の生産性に影響を与える可能性があるからです。予知保全ソリューションは、人工知能（AI）、モノのインターネット（IoT）、ビッグデータなどの技術を活用して、機械から受け取ったすべてのデータから意味のある洞察を収集し、資産の故障前に必要な措置を講じることを支援するものです。

予測期間中のCAGRが最も高いのはクラウドセグメント
導入形態別に、予知保全市場はオンプレミスとクラウドに区分されます。予測期間中は、クラウドの導入モードのCAGRが最も大きくなると予測される。クラウドベースのサービスは、クラウドに配備されたネットワーク接続を通じて直接提供されます。クラウドベースのプラットフォームは、セキュリティ投資の予算が厳しい組織にとって有益である。クラウドベースの予知保全ソリューションは、保守とアップグレードが容易であるため、クラウド展開モードが成長しています。
予測期間中、中小企業セグメントがより高いCAGRを維持する見込み
予知保全市場は、組織規模別に大企業と中小企業に区分されています。中小企業向け市場は、予測期間中に高いCAGRを記録すると予想される。これらの企業は、予知保全ソリューションの早期採用者です。彼らは、ITインフラの性質が多様で複雑であるため、効果的なセキュリティ管理という厄介な課題に直面しています。
地域別ではAPACが予測期間中に最も高いCAGRを記録
予知保全市場は、大きく5つの地域に区分されています。北米、欧州、APAC、中南米、MEAです。APACは、予測期間中に良いペースで成長すると予想されます。この地域は、新しい起業家の設立が多く、新規顧客の獲得に前向きで、保守技術の新しいパラダイムを巻き込んで顧客の信頼を獲得し、既存のプレーヤーに対して競争優位に立とうとしているため、活況を呈すると考えられる。この地域の予知保全ベンダーは、自社製品に関連する技術革新に注力しています。中国、日本、インド、バングラデシュは、予知保全市場の十分な成長機会を示しています。
プライマリーの内訳
予知保全市場で活動する様々な主要組織の最高経営責任者（CEO）、革新・技術責任者、システムインテグレーター、経営幹部に対して詳細なインタビューを実施した。
企業別ではティアI：35％、ティアII：45％、ティアIII：20
役職別C-レベルエグゼクティブCレベル経営者：35％、Dレベル経営者：25％、マネージャー：40
地域別APAC: 25%, Europe: 30%, North America: 30%, MEA: 10%, Latin America: 5

本レポートでは、予知保全のソリューションやサービスを提供する主要企業の調査も行っています。世界の予知保全市場における主要ベンダーのプロフィールを掲載しています。予測保全の世界市場における主要ベンダーは、マイクロソフト（米国）、IBM（米国）、SAP（ドイツ）、SAS Institute（米国）、Software AG（ドイツ）、TIBCO Software（米国）、HPE（米国）、アルタイル（米国）、Splunk（米国）、Oracle（米国）、Google（米国）、AWS（米国）、GE（米国）、Schneider Electric（フランス）、日立（日本）、PTC（米国）です。

調査範囲
この市場調査は、セグメントにわたる予知保全市場を対象としています。コンポーネント、展開モード、組織規模、用途、業種、地域など、さまざまなセグメントにおける市場規模や成長性を推定することを目的としています。また、市場の主要企業の詳細な競合分析、企業プロファイル、製品および事業内容に関する主な見解、最近の開発、主要な市場戦略も掲載しています。
本レポートを購入する主な利点
このレポートは、予測メンテナンス市場全体とそのサブセグメントに関する収益数の最も近い概算に関する情報を、この市場のリーダー/新規参入者に提供するものと思われます。ステークホルダーが競争環境を理解し、自社のビジネスを位置づけ、適切な市場参入戦略を計画するためのより良い洞察を得るのに役立つだろう。また、利害関係者が市場の脈動を理解するのに役立ち、主要な市場促進要因、阻害要因、課題、機会に関する情報を提供します。

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Table of Contents

Summary

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.

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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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