予測分析の世界市場予測(〜2025):ソリューション別(財務分析、リスク分析、マーケティング分析、ウェブ・ソーシャルメディア分析、ネットワーク分析)、サービス別、展開モード別、組織規模別、産業別、地域別

【英語タイトル】Predictive Analytics Market by Solution (Financial Analytics, Risk Analytics, Marketing Analytics, Web & Social Media Analytics, Network Analytics), Service, Deployment Mode, Organization Size, Vertical, and Region - Global Forecast to 2025

MarketsandMarketsが出版した調査資料(TC 2046)・商品コード:TC 2046
・発行会社(調査会社):MarketsandMarkets
・発行日:2020年10月27日
・ページ数:298
・レポート言語:英語
・レポート形式:PDF
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・産業分野:IT
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Marketsandmarkets社は予測分析の世界市場が2020年72億ドルから2025年215億ドルまで、年平均24.5%成長すると予測しています。本調査レポートでは、予測分析の世界市場を広く調査・分析し、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・動向、コンポーネント別(ソリューション、サービス)分析、展開モード別(クラウド、オンプレミス)分析、組織規模別(大企業、中小企業)分析、産業別(金融、通信・IT、小売・eコマース、医療・生命科学、製造)分析、地域別分析、競争状況、企業評価・情報などの項目を掲載しています。
・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・動向
・予測分析の世界市場規模:コンポーネント別(ソリューション、サービス)
・予測分析の世界市場規模:展開モード別(クラウド、オンプレミス)
・予測分析の世界市場規模:組織規模別(大企業、中小企業)
・予測分析の世界市場規模:産業別(金融、通信・IT、小売・eコマース、医療・生命科学、製造)
・予測分析の世界市場規模:地域別
・競争状況
・企業評価・情報
【レポートの概要】

“The global predictive analytics market size to grow from USD 7.2 billion in 2020 to USD 21.5 billion by 2025, at a Compound Annual Growth Rate (CAGR) of 24.5% during the forecast period.” Various factors such as the growing focus on digital transformation, rise adoption of big data and AI and ML technologies, increasing focus on remote monitoring in support of the COVID-19 pandemic, and the need to forecast possible future financial scenarios to answer specific business questions are expected to drive the adoption of the predictive analytics market. The objective of the report is to define, describe, and forecast the predictive analytics market size based on component, organization size, deployment mode, vertical, and region.

The spread of COVID-19 has generated a massive disruption in daily activities. It has forced people to follow social distancing policies, temporarily suspend many business activities, and limit travel. Under such circumstances, the healthcare vertical has emerged as the biggest user of big data and predictive analytics to understand the virus and its spread. Predictive modeling has provided organizations with transportation fleets to create future business insights with a significant degree of accuracy. Predictive analytics companies are witnessing a slowdown in their growth, owing to the lockdowns imposed worldwide.

Healthcare and life sciences and BFSI verticals have been least impacted by the COVID-19 and are continuing the adoption of predictive analytics solutions. The healthcare vertical has sought to use big data and predictive analytics tools to better understand the virus and its spread. Predictive analytics has helped researchers around the world to build predictive analytics models that can track COVID-19 surges in different countries. The competition among key predictive analytics companies is expected to intensify as most upcoming analytics projects have been put on hold owing to the pandemic. Businesses have already started making efforts to return to the normal and are facing multiple challenges at customer and operational levels. New practices, such as work-from-home and social distancing, have led to the requirement of remote health monitoring of patients and assets and smart payment technologies, as well as the development of digital infrastructures for large-scale technology deployments.

“The services segment to grow at a higher CAGR during the forecast period”
The predictive analytics market is segmented on the basis of components, such as solutions and services. The services segment is expected to grow at a rapid pace during the forecast period. Factors such as pre-sales and post-sales support and the lack of technical skills and capabilities needed for assistance during the up-gradation of software drive the adoption of predictive analytics services.

“The risk analytics solution segment to have the largest market size during the forecast period”
The Predictive analytics market by solution has been segmented into financial analytics, risk analytics, marketing analytics, sales analytics, customer analytics, web and social media analytics, supply chain analytics, network analytics, and others (HR analytics and legal analytics). The risk analytics solution in predictive analytics facilitates enterprises to establish a baseline for measuring risks across verticals, such as BFSI, healthcare, and life sciences, and retail and eCommerce, by incorporating all the facets of risks together into a single unified system that provides key decision-makers with adequate clarity in identifying, viewing, understanding, and managing risks leading to its adoption in the predictive analytics market.

“The BFSI segment to grow to have the largest market size during the forecast period”
The predictive analytics market by vertical has been segmented into BFSI, retail and eCommerce, manufacturing, government and defense, healthcare and life sciences, energy and utilities, transportation and logistics, telecommunications and IT, and others(media and entertainment, travel and hospitality, and education). BFSI vertical is expected to register the largest market size during the forecast period due to significant financial data’s sensitivity and need to coordinate with numerous other sectors, including stock exchanges, tax authorities, central banks, securities controlling authorities, and revenue departments. The emergence of predictive analytics in finance has necessitated the development of predictive analytics solutions capable of handling it in real-time.

“Among regions, Asia Pacific (APAC) to grow at the highest CAGR during the forecast period”
APAC is expected to grow at the highest CAGR during the forecast period. The increasing investments by the tech companies in major APAC countries, such as China, and Japan, increasing the increasing adoption of AI and deep learning algorithms are expected to drive the growth of the market in APAC.

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 analytics market.
 By Company: Tier I: 34%, Tier II: 43%, and Tier III: 23%
 By Designation: C-Level Executives: 50%, Directors: 30%, and Others: 20%
 By Region: North America: 25%, APAC: 30%, Europe: 30%, MEA: 10%, and Latin America: 5%

The report includes the study of key players offering predictive analytics solutions and services. It profiles major vendors in the global predictive analytics market. The major vendors in the global predictive analytics market are Microsoft (US), IBM (US), SAS Institute (US), SAP (Germany), Oracle (US), Google (US), Salesforce (US), Amazon Web Services (US), Hewlett Packard Enterprise (US), Teradata (US), Alteryx (US), Altair (US), FICO (US), Domo (US), Cloudera (US), Board International (Switzerland), TIBCO Software (US), Hitachi Vantara (US), Happiest Minds (India), Dataiku (US), Qlik (US), RapidMiner (US), ibi (US), Infor (US), Biofourmis (US), In-Med Prognostics (US), Aito.ai (Finland), Symend (US), Onward Health (India), Unioncrate (US), CyberLabs (Brazil), Actify Data Labs (India), Amlgo Labs (India), Verimos (US).

Research Coverage
The market study covers the predictive analytics market across segments. It aims at estimating the market size and the growth potential of this market across different segments, such as components, deployment modes, organization size, 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 analytics 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 36
1.1 INTRODUCTION TO COVID-19 36
1.2 COVID-19 HEALTH ASSESSMENT 36
FIGURE 1 COVID-19: THE GLOBAL PROPAGATION 36
FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES 37
1.3 COVID-19 ECONOMIC ASSESSMENT 38
FIGURE 3 REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020 38
1.3.1 COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT 39
FIGURE 4 CRITERIA IMPACTING THE GLOBAL ECONOMY 39
FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF THE GLOBAL ECONOMY 40
1.4 OBJECTIVES OF THE STUDY 41
1.5 MARKET DEFINITION 41
1.5.1 INCLUSIONS AND EXCLUSIONS 42
1.6 MARKET SCOPE 43
1.6.1 MARKET SEGMENTATION 43
1.6.2 REGIONS COVERED 44
1.6.3 YEARS CONSIDERED FOR THE STUDY 44
1.7 CURRENCY CONSIDERED 45
TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2017–2019 45
1.8 STAKEHOLDERS 45
1.9 SUMMARY OF CHANGES 45
2 RESEARCH METHODOLOGY 46
2.1 RESEARCH DATA 46
FIGURE 6 PREDICTIVE ANALYTICS MARKET: RESEARCH DESIGN 46
2.1.1 SECONDARY DATA 47
2.2 MARKET BREAKUP AND DATA TRIANGULATION 47
FIGURE 7 DATA TRIANGULATION 47
2.2.1 PRIMARY DATA 48
2.2.1.1 Key industry insights 48
TABLE 2 PRIMARY INTERVIEWS 48
2.2.1.2 Breakup of primary profiles 49
2.3 MARKET SIZE ESTIMATION 49
FIGURE 8 MARKET SIZE ESTIMATION METHODOLOGY -APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTIONS/SERVICES OF PREDICTIVE ANALYTICS MARKET 49
FIGURE 9 MARKET SIZE ESTIMATION METHODOLOGY -APPROACH 2 – BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOLUTIONS/SERVICES OF PREDICTIVE ANALYTICS MARKET 50
FIGURE 10 PREDICTIVE ANALYTICS MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 51
2.3.1 TOP-DOWN APPROACH 51
2.3.2 BOTTOM-UP APPROACH 51
2.4 MARKET FORECAST 52
TABLE 3 FACTOR ANALYSIS 52
TABLE 4 IMPACT OF COVID-19 53
2.5 COMPANY EVALUATION MATRIX 53
FIGURE 11 COMPETITIVE EVALUATION MATRIX: CRITERIA WEIGHTAGE 53
2.6 ASSUMPTIONS FOR THE STUDY 54
2.7 LIMITATIONS OF THE STUDY 55
3 EXECUTIVE SUMMARY 56
TABLE 5 GLOBAL PREDICTIVE ANALYTICS MARKET SIZE AND GROWTH RATE,
2014–2019 (USD MILLION, Y-O-Y%) 58
TABLE 6 GLOBAL PREDICTIVE ANALYTICS MARKET SIZE AND GROWTH RATE,
2019–2025 (USD MILLION, Y-O-Y%) 58
FIGURE 12 SOLUTIONS SEGMENT TO HOLD LARGER MARKET SIZE IN 2020 58
FIGURE 13 RISK ANALYTICS SEGMENT TO HOLD LARGEST MARKET SIZE IN 2020 59
FIGURE 14 PROFESSIONAL SERVICES SEGMENT TO HOLD HIGHER MARKET SHARE IN 2020 59
FIGURE 15 DEPLOYMENT AND INTEGRATION SEGMENT TO HOLD HIGHER MARKET SHARE IN 2020 59
FIGURE 16 ON-PREMISES SEGMENT TO HOLD LARGER MARKET SIZE IN 2020 60
FIGURE 17 LARGE ENTERPRISES SEGMENT TO HOLD HIGHER MARKET SHARE IN 2020 60
FIGURE 18 BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL TO HOLD LARGEST MARKET SIZE IN 2020 60
FIGURE 19 NORTH AMERICA TO HOLD HIGHEST MARKET SHARE IN 2020 61
4 PREMIUM INSIGHTS 62
4.1 ATTRACTIVE OPPORTUNITIES IN PREDICTIVE ANALYTICS MARKET 62
FIGURE 20 INCREASING ADOPTION OF AI AND ML TECHNOLOGIES TO BOOST MARKET GROWTH 62
4.2 PREDICTIVE ANALYTICS MARKET, BY SOLUTION 62
FIGURE 21 RISK ANALYTICS SEGMENT TO HOLD LARGEST MARKET SIZE FROM 2020 TO 2025 62
4.3 PREDICTIVE ANALYTICS MARKET, BY REGION 63
FIGURE 22 NORTH AMERICA TO HOLD HIGHEST MARKET SHARE IN 2020 63
4.4 PREDICTIVE ANALYTICS MARKET, BY SOLUTION AND VERTICAL 63
FIGURE 23 RISK ANALYTICS SEGMENT AND BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL TO HOLD HIGHEST MARKET SHARES IN 2020 63
5 MARKET OVERVIEW AND INDUSTRY TRENDS 64
5.1 INTRODUCTION 64
5.2 MARKET DYNAMICS 64
FIGURE 24 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: PREDICTIVE ANALYTICS MARKET 65
5.2.1 DRIVERS 65
5.2.1.1 Rising adoption of big data and other related technologies 65
5.2.1.2 Advent of machine learning and artificial intelligence 66
5.2.1.3 Cost benefits of cloud-based predictive analytics solutions 66
5.2.2 RESTRAINTS 67
5.2.2.1 Changing regional data regulations leading to the time-consuming restructuring of predictive models 67
5.2.3 OPPORTUNITIES 67
5.2.3.1 Rising internet proliferation and growing usage of connected and integrated technologies 67
5.2.3.2 Increasing demand for real-time streaming analytics solutions to track and monitor the COVID-19 spread 68
5.2.4 CHALLENGES 68
5.2.4.1 Growing demand for diversified data models based on business needs 68
5.2.4.2 Ownership and privacy of collected data 68
5.2.5 CUMULATIVE GROWTH ANALYSIS 69
5.3 IMPACT OF COVID-19 ON THE PREDICTIVE ANALYTICS MARKET 69
FIGURE 25 PREDICTIVE ANALYTICS MARKET TO WITNESS DECLINE IN GROWTH IN 2020 70
5.4 PREDICTIVE ANALYTICS: EVOLUTION 70
FIGURE 26 EVOLUTION OF PREDICTIVE ANALYTICS 71
5.5 PREDICTIVE ANALYTICS: ECOSYSTEM 71
FIGURE 27 PREDICTIVE ANALYTICS: ECOSYSTEM 71
5.6 CASE STUDY ANALYSIS 72
5.6.1 BANKING, FINANCIAL SERVICES, AND INSURANCE 72
5.6.1.1 Case study 1: Streamlining the mortgage appraisal process 72
5.6.2 TELECOMMUNICATIONS AND IT 72
5.6.2.1 Case study 1: Segmenting customers to deliver accurate and timely decisions 72
5.6.3 RETAIL AND ECOMMERCE 73
5.6.3.1 Case study 1: Using weather data to predict sales 73
5.6.4 HEALTHCARE AND LIFE SCIENCES 73
5.6.4.1 Case study 1: Improve healthcare operations with data analysis 73
5.6.5 MANUFACTURING 74
5.6.5.1 Case study 1: Improving customer support in electronic manufacturing 74
5.6.6 ENERGY AND UTILITIES 74
5.6.6.1 Case study 1: Increasing debt collection 74
5.6.7 TRANSPORTATION AND LOGISTICS 75
5.6.7.1 Case study 1: Visualizing and predicting the status of the fleet 75
5.7 PATENT ANALYSIS 75
5.7.1 PATENTS FILED: PREDICTIVE ANALYTICS MARKET, BY SOLUTION, 2019–2020 75
5.8 VALUE CHAIN ANALYSIS 76
FIGURE 28 VALUE CHAIN ANALYSIS 76
5.9 TECHNOLOGY ANALYSIS 77
5.9.1 AI AND PREDICTIVE ANALYTICS 77
5.9.2 BLOCKCHAIN AND PREDICTIVE ANALYTICS 77
5.9.3 ML AND PREDICTIVE ANALYTICS 77
5.9.4 IOT AND PREDICTIVE ANALYTICS 78
5.9.5 5G AND PREDICTIVE ANALYTICS 78
5.10 PRICING ANALYSIS 78
5.11 REGULATORY IMPLICATIONS 79
5.11.1 INTRODUCTION 79
5.11.2 SARBANES-OXLEY ACT OF 2002 79
5.11.3 GENERAL DATA PROTECTION REGULATION 79
5.11.4 BASEL 79
6 PREDICTIVE ANALYTICS MARKET, BY COMPONENT 80
6.1 INTRODUCTION 81
6.1.1 COMPONENTS: PREDICTIVE ANALYTICS MARKET DRIVERS 81
6.1.2 COMPONENTS: COVID-19 IMPACT 82
FIGURE 29 SERVICES SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD 82
TABLE 7 PREDICTIVE ANALYTICS MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 83
TABLE 8 PREDICTIVE ANALYTICS MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 83
6.2 SOLUTIONS 83
FIGURE 30 CUSTOMER ANALYTICS SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 84
TABLE 9 PREDICTIVE ANALYTICS MARKET SIZE, BY SOLUTION,
2014–2019 (USD MILLION) 84
TABLE 10 PREDICTIVE ANALYTICS MARKET SIZE, BY SOLUTION,
2019–2025 (USD MILLION) 85
6.2.1 FINANCIAL ANALYTICS 85
TABLE 11 FINANCIAL ANALYTICS MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 85
TABLE 12 FINANCIAL ANALYTICS MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 86
TABLE 13 FINANCIAL ANALYTICS MARKET SIZE, BY APPLICATION,
2014–2019 (USD MILLION) 86
TABLE 14 FINANCIAL ANALYTICS MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION) 86
6.2.1.1 Fraud detection 87
6.2.1.2 Profitability management 87
6.2.1.3 Governance, risk, and compliance management 87
6.2.1.4 Others 87
6.2.2 RISK ANALYTICS 88
TABLE 15 RISK ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 88
TABLE 16 RISK ANALYTICS MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 88
TABLE 17 RISK ANALYTICS MARKET SIZE, BY APPLICATION, 2014–2019 (USD MILLION) 89
TABLE 18 RISK ANALYTICS MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION) 89
6.2.2.1 Cyber risk management 89
6.2.2.2 Operational risk management 90
6.2.2.3 Credit and market risk management 90
6.2.2.4 Others 90
6.2.3 MARKETING ANALYTICS 90
TABLE 19 MARKETING ANALYTICS MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 91
TABLE 20 MARKETING ANALYTICS MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 91
TABLE 21 MARKETING ANALYTICS MARKET SIZE, BY APPLICATION,
2014–2019 (USD MILLION) 91
TABLE 22 MARKETING ANALYTICS MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION) 92
6.2.3.1 Predictive modelling 92
6.2.3.2 Yield management 92
6.2.3.3 Product and service development strategies 92
6.2.3.4 Others 92
6.2.4 SALES ANALYTICS 93
TABLE 23 SALES ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 93
TABLE 24 SALES ANALYTICS MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 93
TABLE 25 SALES ANALYTICS MARKET SIZE, BY APPLICATION,
2014–2019 (USD MILLION) 94
TABLE 26 SALES ANALYTICS MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION) 94
6.2.4.1 Sales life cycle management 94
6.2.4.2 Sales rep efficiency management 94
6.2.4.3 Others 95
6.2.5 CUSTOMER ANALYTICS 95
TABLE 27 CUSTOMER ANALYTICS MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 95
TABLE 28 CUSTOMER ANALYTICS MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 96
TABLE 29 CUSTOMER ANALYTICS MARKET SIZE, BY APPLICATION,
2014–2019 (USD MILLION) 96
TABLE 30 CUSTOMER ANALYTICS MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION) 96
6.2.5.1 Customer segmentation and clustering 97
6.2.5.2 Customer behavior analysis 97
6.2.5.3 Monitoring customer loyalty and satisfaction 97
6.2.5.4 Others 97
6.2.6 WEB AND SOCIAL MEDIA ANALYTICS 97
TABLE 31 WEB AND SOCIAL MEDIA ANALYTICS MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 98
TABLE 32 WEB AND SOCIAL MEDIA ANALYTICS MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 98
TABLE 33 WEB AND SOCIAL MEDIA ANALYTICS MARKET SIZE, BY APPLICATION,
2014–2019 (USD MILLION) 98
TABLE 34 WEB AND SOCIAL MEDIA ANALYTICS MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION) 99
6.2.6.1 Social media management 99
6.2.6.2 Search engine optimization 99
6.2.6.3 Performance monitoring 99
6.2.6.4 Competitor benchmarking 100
6.2.7 SUPPLY CHAIN ANALYTICS 100
TABLE 35 SUPPLY CHAIN ANALYTICS MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 100
TABLE 36 SUPPLY CHAIN ANALYTICS MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 100
TABLE 37 SUPPLY CHAIN ANALYTICS MARKET SIZE, BY APPLICATION,
2014–2019 (USD MILLION) 101
TABLE 38 SUPPLY CHAIN ANALYTICS MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION) 101
6.2.7.1 Distribution and logistics optimization 101
6.2.7.2 Inventory management 101
6.2.7.3 Manufacturing analysis 102
6.2.7.4 Others 102
6.2.8 NETWORK ANALYTICS 102
TABLE 39 NETWORK ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 102
TABLE 40 NETWORK ANALYTICS MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 103
TABLE 41 NETWORK ANALYTICS MARKET SIZE, BY APPLICATION,
2014–2019 (USD MILLION) 103
TABLE 42 NETWORK ANALYTICS MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION) 103
6.2.8.1 Intelligent network optimization 104
6.2.8.2 Traffic management 104
6.2.8.3 Others 104
6.2.9 OTHERS 104
TABLE 43 OTHERS: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 104
TABLE 44 OTHERS: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 105
6.3 SERVICES 105
FIGURE 31 MANAGED SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 105
TABLE 45 PREDICTIVE ANALYTICS MARKET SIZE, BY SERVICE,
2014–2019 (USD MILLION) 106
TABLE 46 PREDICTIVE ANALYTICS MARKET SIZE, BY SERVICE,
2019–2025 (USD MILLION) 106
6.3.1 MANAGED SERVICES 106
TABLE 47 MANAGED SERVICES: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 107
TABLE 48 MANAGED SERVICES: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 107
6.3.2 PROFESSIONAL SERVICES 107
FIGURE 32 CONSULTING SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 108
TABLE 49 PROFESSIONAL SERVICES: PREDICTIVE ANALYTICS MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 108
TABLE 50 PROFESSIONAL SERVICES: PREDICTIVE ANALYTICS MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 108
TABLE 51 PROFESSIONAL SERVICE: PREDICTIVE ANALYTICS MARKET SIZE,
BY COMPONENT, 2014–2019 (USD MILLION) 109
TABLE 52 PROFESSIONAL SERVICES: PREDICTIVE ANALYTICS MARKET SIZE,
BY COMPONENT , 2019–2025 (USD MILLION) 109
6.3.2.1 Consulting 109
TABLE 53 CONSULTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 109
TABLE 54 CONSULTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 110
6.3.2.2 Deployment and integration 110
TABLE 55 DEPLOYMENT AND INTEGRATION: PREDICTIVE ANALYTICS MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 110
TABLE 56 DEPLOYMENT AND INTEGRATION: PREDICTIVE ANALYTICS MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 111
7 PREDICTIVE ANALYTICS MARKET, BY DEPLOYMENT MODE 112
7.1 INTRODUCTION 113
7.1.1 DEPLOYMENT MODE: PREDICTIVE ANALYTICS MARKET DRIVERS 113
7.1.2 DEPLOYMENT MODE: COVID-19 IMPACT 114
FIGURE 33 CLOUD SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD 114
TABLE 57 PREDICTIVE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,
2014–2019 (USD MILLION) 114
TABLE 58 PREDICTIVE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,
2019–2025 (USD MILLION) 115
7.2 CLOUD 115
TABLE 59 CLOUD: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 115
TABLE 60 CLOUD: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 116
7.3 ON-PREMISES 116
TABLE 61 ON-PREMISES: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 116
TABLE 62 ON-PREMISES: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 117
8 PREDICTIVE ANALYTICS MARKET, BY ORGANIZATION SIZE 118
8.1 INTRODUCTION 119
8.1.1 ORGANIZATION SIZE: PREDICTIVE ANALYTICS MARKET DRIVERS 119
8.1.2 ORGANIZATION SIZE: COVID-19 IMPACT 119
FIGURE 34 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD 120
TABLE 63 PREDICTIVE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,
2014–2019 (USD MILLION) 120
TABLE 64 PREDICTIVE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,
2019–2025 (USD MILLION) 120
8.2 LARGE ENTERPRISES 121
TABLE 65 LARGE ENTERPRISES: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 121
TABLE 66 LARGE ENTERPRISES: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 122
8.3 SMALL AND MEDIUM-SIZED ENTERPRISES 122
TABLE 67 SMALL AND MEDIUM-SIZED ENTERPRISES: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 122
TABLE 68 SMALL AND MEDIUM-SIZED ENTERPRISES: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 123
9 PREDICTIVE ANALYTICS MARKET, BY VERTICAL 124
9.1 INTRODUCTION 125
9.1.1 VERTICAL: PREDICTIVE ANALYTICS MARKET DRIVERS 125
9.1.2 VERTICAL: COVID-19 IMPACT 126
9.2 PREDICTIVE ANALYTICS: ENTERPRISE USE CASES 127
FIGURE 35 BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 128
TABLE 69 PREDICTIVE ANALYTICS MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION) 128
TABLE 70 PREDICTIVE ANALYTICS MARKET SIZE, BY VERTICAL,
2019–2025 (USD MILLION) 129
9.3 BANKING, FINANCIAL SERVICES, AND INSURANCE 130
TABLE 71 BANKING, FINANCIAL SERVICES, AND INSURANCE: USE CASES 130
TABLE 72 BANKING, FINANCIAL SERVICES, AND INSURANCE: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 131
TABLE 73 BANKING, FINANCIAL SERVICES, AND INSURANCE: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 131
9.4 TELECOMMUNICATIONS AND IT 131
TABLE 74 TELECOMMUNICATIONS AND INFORMATION TECHNOLOGY: USE CASES 132
TABLE 75 TELECOMMUNICATIONS AND IT: PREDICTIVE ANALYTICS MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 132
TABLE 76 TELECOMMUNICATIONS AND IT: PREDICTIVE ANALYTICS MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 133
9.5 RETAIL AND ECOMMERCE 133
TABLE 77 RETAIL AND ECOMMERCE: USE CASES 133
TABLE 78 RETAIL AND ECOMMERCE: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 134
TABLE 79 RETAIL AND ECOMMERCE: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 134
9.6 HEALTHCARE AND LIFE SCIENCES 134
TABLE 80 HEALTHCARE AND LIFE SCIENCES: USE CASES 135
TABLE 81 HEALTHCARE AND LIFE SCIENCES: PREDICTIVE ANALYTICS MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 135
TABLE 82 HEALTHCARE AND LIFE SCIENCES: PREDICTIVE ANALYTICS MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 136
9.7 MANUFACTURING 136
TABLE 83 MANUFACTURING: USE CASES 136
TABLE 84 MANUFACTURING: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 137
TABLE 85 MANUFACTURING: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 137
9.8 GOVERNMENT AND DEFENSE 138
TABLE 86 GOVERNMENT AND DEFENSE: USE CASES 138
TABLE 87 GOVERNMENT AND DEFENSE: PREDICTIVE ANALYTICS MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 139
TABLE 88 GOVERNMENT AND DEFENSE: PREDICTIVE ANALYTICS MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 139
9.9 ENERGY AND UTILITIES 139
TABLE 89 ENERGY AND UTILITIES: USE CASES 140
TABLE 90 ENERGY AND UTILITIES: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 140
TABLE 91 ENERGY AND UTILITIES: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 141
9.10 TRANSPORTATION AND LOGISTICS 141
TABLE 92 TRANSPORTATION AND LOGISTICS: USE CASES 141
TABLE 93 TRANSPORTATION AND LOGISTICS: PREDICTIVE ANALYTICS MARKET SIZE,
BY REGION, 2014–2019 (USD MILLION) 142
TABLE 94 TRANSPORTATION AND LOGISTICS: PREDICTIVE ANALYTICS MARKET SIZE,
BY REGION, 2019–2025 (USD MILLION) 142
9.11 OTHERS 143
TABLE 95 OTHERS: USE CASES 143
TABLE 96 OTHERS: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 144
TABLE 97 OTHERS: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 144
10 PREDICTIVE ANALYTICS MARKET, BY REGION 145
10.1 INTRODUCTION 146
FIGURE 36 JAPAN AND AUSTRALIA AND NEW ZEALAND TO ACCOUNT FOR HIGHEST CAGRS DURING FORECAST PERIOD 146
FIGURE 37 ASIA PACIFIC TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD 147
TABLE 98 PREDICTIVE ANALYTICS MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 147
TABLE 99 PREDICTIVE ANALYTICS MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 147

10.2 NORTH AMERICA 148
10.2.1 NORTH AMERICA: PREDICTIVE ANALYTICS MARKET DRIVERS 148
10.2.2 NORTH AMERICA: COVID-19 IMPACT 149
10.2.3 NORTH AMERICA: REGULATIONS 150
10.2.3.1 Health Insurance Portability and Accountability Act of 1996 150
10.2.3.2 California Consumer Privacy Act 150
10.2.3.3 Gramm–Leach–Bliley Act 150
10.2.3.4 Institute of Electrical and Electronics Engineers Standards Association 151
FIGURE 38 NORTH AMERICA: MARKET SNAPSHOT 151
TABLE 100 NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 151
TABLE 101 NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION) 152
TABLE 102 NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY SOLUTION, 2014–2019 (USD MILLION) 152
TABLE 103 NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY SOLUTION, 2019–2025 (USD MILLION) 153
TABLE 104 NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY SERVICE,
2014–2019 (USD MILLION) 153
TABLE 105 NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY SERVICE,
2019–2025 (USD MILLION) 153
TABLE 106 NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION) 154
TABLE 107 NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION) 154
TABLE 108 NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 154
TABLE 109 NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION) 154
TABLE 110 NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 155
TABLE 111 NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 155
TABLE 112 NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION) 156
TABLE 113 NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION) 156
TABLE 114 NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION) 157
TABLE 115 NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION) 157
10.2.4 UNITED STATES 157
10.2.5 CANADA 158
10.3 EUROPE 158
10.3.1 EUROPE: PREDICTIVE ANALYTICS MARKET DRIVERS 158
10.3.2 EUROPE: COVID-19 IMPACT 159
10.3.3 EUROPE: REGULATIONS 159
10.3.3.1 General Data Protection Regulation 159
10.3.3.2 European Committee for Standardization 160
10.3.3.3 European Technical Standards Institute 160
TABLE 116 EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 160
TABLE 117 EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 160
TABLE 118 EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY SOLUTION,
2014–2019 (USD MILLION) 161
TABLE 119 EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY SOLUTION,
2019–2025 (USD MILLION) 161
TABLE 120 EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY SERVICE,
2014–2019 (USD MILLION) 162
TABLE 121 EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY SERVICE,
2019–2025 (USD MILLION) 162
TABLE 122 EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION) 162
TABLE 123 EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION) 162
TABLE 124 EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 163
TABLE 125 EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION) 163
TABLE 126 EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 163
TABLE 127 EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 164
TABLE 128 EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION) 164
TABLE 129 EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY VERTICAL,
2019–2025 (USD MILLION) 165
TABLE 130 EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 165
TABLE 131 EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 166
10.3.4 UNITED KINGDOM 166
10.3.5 GERMANY 166
10.3.6 FRANCE 167
10.3.7 REST OF EUROPE 167
10.4 ASIA PACIFIC 167
10.4.1 ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET DRIVERS 168
10.4.2 ASIA PACIFIC: COVID-19 IMPACT 168
10.4.3 ASIA PACIFIC: REGULATIONS 169
10.4.3.1 International Organization for Standardization 27001 169
10.4.3.2 Personal Data Protection Act 169
FIGURE 39 ASIA PACIFIC: MARKET SNAPSHOT 170
TABLE 132 ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 171
TABLE 133 ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION) 171
TABLE 134 ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY SOLUTION,
2014–2019 (USD MILLION) 171
TABLE 135 ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY SOLUTION,
2019–2025 (USD MILLION) 172
TABLE 136 ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY SERVICE,
2014–2019 (USD MILLION) 172
TABLE 137 ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY SERVICE,
2019–2025 (USD MILLION) 172
TABLE 138 ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION) 173
TABLE 139 ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION) 173
TABLE 140 ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 173
TABLE 141 ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION) 173
TABLE 142 ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 174
TABLE 143 ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 174
TABLE 144 ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION) 175
TABLE 145 ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY VERTICAL,
2019–2025 (USD MILLION) 175
TABLE 146 ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 176
TABLE 147 ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 176
10.4.4 CHINA 176
10.4.5 JAPAN 177
10.4.6 AUSTRALIA AND NEW ZEALAND 177
10.4.7 REST OF ASIA PACIFIC 177
10.5 MIDDLE EAST AND AFRICA 178
10.5.1 MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET DRIVERS 178
10.5.2 MIDDLE EAST AND AFRICA: COVID-19 IMPACT 179
10.5.3 MIDDLE EAST AND AFRICA: REGULATIONS 179
10.5.3.1 Israeli Privacy Protection Regulations (Data Security), 5777-2017 179
10.5.3.2 Cloud Computing Framework 179
10.5.3.3 GDPR Applicability in KSA 180
10.5.3.4 Protection of Personal Information Act 180
10.5.3.5 TRA’s IoT Regulatory Policy 180
TABLE 148 MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY COMPONENT, 2014–2019 (USD MILLION) 181
TABLE 149 MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY COMPONENT, 2020–2025 (USD MILLION) 181
TABLE 150 MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY SOLUTION, 2014–2019 (USD MILLION) 182
TABLE 151 MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY SOLUTION, 2019–2025 (USD MILLION) 182
TABLE 152 MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY SERVICE, 2014–2019 (USD MILLION) 183
TABLE 153 MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY SERVICE, 2020–2025 (USD MILLION) 183
TABLE 154 MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION) 183
TABLE 155 MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY PROFESSIONAL SERVICE, 2020–2025 (USD MILLION) 183
TABLE 156 MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 184
TABLE 157 MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY DEPLOYMENT MODE, 2020–2025 (USD MILLION) 184
TABLE 158 MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 184
TABLE 159 MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY ORGANIZATION SIZE, 2020–2025 (USD MILLION) 185
TABLE 160 MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY VERTICAL, 2014–2019 (USD MILLION) 185
TABLE 161 MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY VERTICAL, 2020–2025 (USD MILLION) 186
TABLE 162 MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY COUNTRY, 2014–2019 (USD MILLION) 186
TABLE 163 MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY COUNTRY, 2020–2025 (USD MILLION) 187
10.5.4 MIDDLE EAST 187
10.5.5 AFRICA 187
10.6 LATIN AMERICA 188
10.6.1 LATIN AMERICA: PREDICTIVE ANALYTICS MARKET DRIVERS 188
10.6.2 LATIN AMERICA: COVID-19 IMPACT 189
10.6.3 LATIN AMERICA: REGULATIONS 190
10.6.3.1 Brazil Data Protection Law 190
10.6.3.2 Argentina Personal Data Protection Law No. 25.326 190
TABLE 164 LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 190
TABLE 165 LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2020–2025 (USD MILLION) 191
TABLE 166 LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY SOLUTION, 2014–2019 (USD MILLION) 191
TABLE 167 LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY SOLUTION, 2019–2025 (USD MILLION) 192
TABLE 168 LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY SERVICE,
2014–2019 (USD MILLION) 192
TABLE 169 LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY SERVICE,
2020–2025 (USD MILLION) 192
TABLE 170 LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION) 193
TABLE 171 LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2020–2025 (USD MILLION) 193
TABLE 172 LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 193
TABLE 173 LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION) 193
TABLE 174 LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 194
TABLE 175 LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD MILLION) 194
TABLE 176 LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION) 195
TABLE 177 LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY VERTICAL,
2020–2025 (USD MILLION) 195
TABLE 178 LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY COUNTRY,
2014–2019 (USD MILLION) 196
TABLE 179 LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY COUNTRY,
2020–2025 (USD MILLION) 196
10.6.4 BRAZIL 197
10.6.5 MEXICO 197
10.6.6 REST OF LATIN AMERICA 198
11 COMPETITIVE LANDSCAPE 199
11.1 OVERVIEW 199
11.2 MARKET EVALUATION FRAMEWORK 199
FIGURE 40 MARKET EVALUATION FRAMEWORK 199
11.3 MARKET SHARE, 2020 200
FIGURE 41 MICROSOFT LEADS PREDICTIVE ANALYTICS MARKET IN 2020 200
11.4 HISTORIC REVENUE ANALYSIS OF KEY MARKET PLAYERS 201
FIGURE 42 REVENUE ANALYSIS OF KEY MARKET PLAYERS 201
11.5 KEY MARKET DEVELOPMENTS 202
11.5.1 NEW PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS 202
TABLE 180 NEW PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS, 2018–2020 202
11.5.2 BUSINESS EXPANSIONS 203
TABLE 181 BUSINESS EXPANSIONS, 2019–2020 203
11.5.3 MERGERS AND ACQUISITIONS 204
TABLE 182 MERGERS AND ACQUISITIONS, 2019–2020 204
11.5.4 PARTNERSHIPS, AGREEMENTS, CONTRACTS, AND COLLABORATIONS 205
TABLE 183 PARTNERSHIPS, AGREEMENTS, CONTRACTS, AND COLLABORATIONS,
2019–2020 205
12 COMPANY EVALUATION MATRIX AND COMPANY PROFILES 207
12.1 OVERVIEW 207
12.2 COMPANY EVALUATION MATRIX DEFINITIONS AND METHODOLOGY 207
12.2.1 MARKET RANKING ANALYSIS, BY COMPANY 207
FIGURE 43 RANKING OF KEY PLAYERS, 2020 207
12.3 COMPANY EVALUATION MATRIX, 2020 208
12.3.1 STAR 208
12.3.2 EMERGING LEADERS 208
12.3.3 PERVASIVE 208
12.3.4 PARTICIPANT 208
FIGURE 44 PREDICTIVE ANALYTICS MARKET (GLOBAL), COMPANY EVALUATION MATRIX, 2020 209
12.4 COMPANY PROFILES 210
12.4.1 INTRODUCTION 210
(Business and financial overview, Solutions and services offered, Recent developments, MNM VIEW, Key strengths/right to win, Strategic choices made, and Weaknesses and competitive threats)*
12.4.2 MICROSOFT 210
FIGURE 45 MICROSOFT: COMPANY SNAPSHOT 211
12.4.3 IBM 215
FIGURE 46 IBM: COMPANY SNAPSHOT 215
12.4.4 ORACLE 220
FIGURE 47 ORACLE: COMPANY SNAPSHOT 220
12.4.5 SAP 224
FIGURE 48 SAP: COMPANY SNAPSHOT 224
12.4.6 SAS INSTITUTE 228
FIGURE 49 SAS INSTITUTE: COMPANY SNAPSHOT 228
12.4.7 GOOGLE 232
FIGURE 50 GOOGLE: COMPANY SNAPSHOT 232
12.4.8 SALESFORCE 236
FIGURE 51 SALESFORCE: COMPANY SNAPSHOT 236
12.4.9 AWS 240
FIGURE 52 AWS: COMPANY SNAPSHOT 240
12.4.10 HPE 244
FIGURE 53 HPE: COMPANY SNAPSHOT 244
12.4.11 TERADATA 247
FIGURE 54 TERADATA: COMPANY SNAPSHOT 247
12.4.12 ALTERYX 250
FIGURE 55 ALTERYX: COMPANY SNAPSHOT 250
12.4.13 FAIR ISSAC CORPORATION 254
FIGURE 56 FICO: COMPANY SNAPSHOT 254
12.4.14 ALTAIR 257
FIGURE 57 ALTAIR: COMPANY SNAPSHOT 257
12.4.15 DOMO 260
FIGURE 58 DOMO: COMPANY SNAPSHOT 260
12.4.16 CLOUDERA 263
FIGURE 59 CLOUDERA: COMPANY SNAPSHOT 263
12.4.17 BOARD INTERNATIONAL 267
12.4.18 TIBCO SOFTWARE 270
12.4.19 HITACHI VANTARA 271
12.4.20 HAPPIEST MINDS 272
12.4.21 DATAIKU 273
12.4.22 RAPIDMINER 274
12.4.23 QLIK 275
12.4.24 IBI 276
12.4.25 INFOR 277
12.5 STARTUP/SME EVALUATION MATRIX, 2020 278
12.5.1 PROGRESSIVE COMPANIES 278
12.5.2 RESPONSIVE COMPANIES 278
12.5.3 DYNAMIC COMPANIES 278
12.5.4 STARTING BLOCKS 278
FIGURE 60 PREDICTIVE ANALYTICS MARKET (GLOBAL), STARTUP/SME EVALUATION MATRIX, 2020 279
12.6 STARTUP/SME PROFILES 280
12.6.1 BIOFOURMIS 280
12.6.2 IN-MED PROGNOSTICS 281
12.6.3 AITO.AI 281
12.6.4 SYMEND 282
12.6.5 ONWARD HEALTH 282
12.6.6 UNIONCRATE 283
12.6.7 CYBERLABS 283
12.6.8 ACTIFY DATA LABS 284
12.6.9 AMLGO LABS 284
12.6.10 VERIMOS 285
*Details on Business and financial overview, Solutions and services offered, Recent developments, MNM VIEW, Key strengths/right to win, Strategic choices made, and Weaknesses and competitive threats might not be captured in case of unlisted companies.
13 APPENDIX 286
13.1 ADJACENT AND RELATED MARKETS 286
13.1.1 INTRODUCTION 286
13.1.2 HADOOP BIG DATA ANALYTICS MARKET—GLOBAL FORECAST TO 2025 286
13.1.2.1 Market definition 286
13.1.2.2 Market overview 286
TABLE 184 GLOBAL HADOOP BIG DATA ANALYTICS MARKET SIZE AND GROWTH RATE, 2014–2019 (USD MILLION, Y-O-Y%) 286
TABLE 185 GLOBAL HADOOP BIG DATA ANALYTICS MARKET SIZE AND GROWTH RATE, 2019–2025 (USD MILLION, Y-O-Y%) 287
13.1.2.2.1 Hadoop big data analytics market, by component 287
TABLE 186 HADOOP BIG DATA ANALYTICS MARKET SIZE, BY COMPONENT,
2014–2019 (USD MILLION) 287
TABLE 187 HADOOP BIG DATA ANALYTICS MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 287
13.1.2.2.2 Hadoop big data analytics market, by deployment mode 288
TABLE 188 HADOOP BIG DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION) 288
TABLE 189 HADOOP BIG DATA ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION) 288
13.1.2.2.3 Hadoop big data analytics market, by organization size 288
TABLE 190 HADOOP BIG DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 289
TABLE 191 HADOOP BIG DATA ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 289
13.1.2.2.4 Hadoop big data analytics market, by vertical 289
TABLE 192 HADOOP BIG DATA ANALYTICS MARKET SIZE, BY VERTICAL,
2014–2019 (USD MILLION) 290
TABLE 193 HADOOP BIG DATA ANALYTICS MARKET SIZE, BY VERTICAL,
2019–2025 (USD MILLION) 290
13.1.2.2.5 Hadoop big data analytics market, by region 291
TABLE 194 HADOOP BIG DATA ANALYTICS MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 291
TABLE 195 HADOOP BIG DATA ANALYTICS MARKET SIZE, BY REGION,
2019–2025 (USD MILLION) 291
13.1.3 ANALYTICS AS A SERVICE MARKET– GLOBAL FORECAST TO 2024 292
13.1.3.1 Market definition 292
13.1.3.2 Market overview 292
TABLE 196 GLOBAL ANALYTICS AS A SERVICE MARKET SIZE AND GROWTH RATE,
2017–2024 (USD MILLION AND Y-O-Y %) 292
13.1.3.2.1 Analytics as a service market, by component 292
TABLE 197 ANALYTICS AS A SERVICE MARKET SIZE, BY COMPONENT,
2017–2024 (USD MILLION) 292
TABLE 198 SOLUTIONS: ANALYTICS AS A SERVICE MARKET SIZE, BY TYPE ,
2017–2024 (USD MILLION) 293
TABLE 199 SERVICES: ANALYTICS AS A SERVICE MARKET SIZE, BY TYPE,
2017–2024 (USD MILLION) 293
TABLE 200 PROFESSIONAL SERVICES: ANALYTICS AS A SERVICE MARKET SIZE, BY TYPE , 2017–2024 (USD MILLION) 293
13.1.3.2.2 Analytics as a service market, by deployment mode 294
TABLE 201 ANALYTICS AS A SERVICE MARKET SIZE, BY DEPLOYMENT MODE,
2017–2024 (USD MILLION) 294
13.1.3.2.3 Analytics as a service market, by organization size 294
TABLE 202 ANALYTICS AS A SERVICE MARKET SIZE, BY ORGANIZATION SIZE,
2017–2024 (USD MILLION) 294
13.1.3.2.4 Analytics as a service market, by industry vertical 295
TABLE 203 ANALYTICS AS A SERVICE MARKET SIZE, BY INDUSTRY VERTICAL,
2017–2024 (USD MILLION) 295
13.1.3.2.5 Analytics as a service market, by region 295
TABLE 204 ANALYTICS AS A SERVICE MARKET SIZE, BY REGION,
2017–2024 (USD MILLION) 296
13.1.4 PRESCRIPTIVE ANALYTICS MARKET– GLOBAL FORECAST TO 2021 296
13.1.4.1 Market definition 296
13.1.4.2 Market overview 296
TABLE 205 GLOBAL PRESCRIPTIVE ANALYTICS MARKET SIZE AND GROWTH RATE, 2016–2021 (USD MILLION AND Y-O-Y %) 296
13.1.4.2.1 Prescriptive analytics market, by component 297
TABLE 206 PRESCRIPTIVE ANALYTICS MARKET SIZE, BY COMPONENT,
2016–2021 (USD MILLION) 297
TABLE 207 SERVICES: PRESCRIPTIVE ANALYTICS MARKET SIZE, BY TYPE,
2016–2021 (USD MILLION) 297
13.1.4.2.2 Prescriptive analytics market, by deployment mode 297
TABLE 208 PRESCRIPTIVE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,
2016–2021 (USD MILLION) 297
13.1.4.2.3 Prescriptive analytics market, by business function 298
TABLE 209 PRESCRIPTIVE ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION,
2016–2021 (USD MILLION) 298
13.1.4.2.4 Prescriptive analytics market, by vertical 298
TABLE 210 PRESCRIPTIVE ANALYTICS MARKET SIZE, BY VERTICAL,
2016–2021 (USD MILLION) 299
13.1.4.2.5 Prescriptive analytics market, by region 299
TABLE 211 PRESCRIPTIVE ANALYTICS MARKET SIZE, BY REGION,
2016–2021 (USD MILLION) 299
13.2 INDUSTRY EXPERTS 300
13.3 DISCUSSION GUIDE 300
13.4 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 304
13.5 AVAILABLE CUSTOMIZATIONS 306
13.6 RELATED REPORTS 306
13.7 AUTHOR DETAILS 307

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