予測分析市場

出版：MarketsandMarkets（マーケッツアンドマーケッツ）　出版年月：2021年10月

予測分析市場：ソリューション（財務分析、リスク分析、マーケティング分析、Webおよびソーシャルメディア分析）、サービス、展開モード、組織規模、業種、地域 – 2026年までの世界予測

Predictive Analytics Market with Covid-19 Impact Analysis by Solution (Financial Analytics, Risk Analytics, Marketing Analytics, Web & Social Media Analytics), Service, Deployment Mode, Organization Size, Vertical, and Region – Global Forecast to 2026

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The global Predictive Analytics market size to grow from USD 10.5 billion in 2021 to USD 28.1 billion by 2026, at a Compound Annual Growth Rate (CAGR) of 21.7% during the forecast period. Various factors such as increasing use of AI and ML and acquisitions and product launches in this market are expected to drive the adoption of Predictive Analytics software and services.
The spread of COVID-19 has been disrupting the world, businesses, and economies and has impacted the way of living of the masses and approaches adopted by enterprises for their business management. The ability of enterprises to sustain this pandemic has become new normal for them as they shift their focus from growth opportunities and concentrate on implementing measures to mitigate the impact of COVID-19. The upcoming analytics projects are kept on hold owing to the pandemic. Several companies are competing with each other to gain a single project. Businesses have already started their efforts to return to normal and are facing multiple challenges in terms of the impact of the pandemic on their customer base and operations. Meeting customer expectations in terms of optimization of processes and increased security concerns due to the presence of various connected networks, rise in connectivity issues, and decline in industrial and manufacturing operations are the key challenges faced by businesses. New practices such as work from home and social distancing are creating the requirement of the remote health monitoring of infected patients, smart payment technologies, and the development of digital infrastructures for large-scale technology deployments. With an increased focus on health, there has been a rise in the demand for health-related wearable devices. For instance, in August 2020, Fitbit announced ~34% growth in its smartwatch sales in the second quarter of 2020.

Cloud segment to account for higher CAGR during the forecast period
The Predictive Analytics market is bifurcated on the basis of cloud and on-premises. The market size of the cloud deployment mode is estimated to be larger and projected to have a higher CAGR during the forecast period. The cloud-based deployment helps businesses more efficiently process and report data findings, enhance collaboration, and enable decision-makers to get faster access to business intelligence leading to its higher adoption in the Predictive Analytics market.
Large Enterprises segment to hold a larger market share during the forecast period
The Large Enterprises segment is a faster-growing segment in the Predictive Analytics market during the forecast period as cloud-based solutions and services help them improve business performance and enhance productivity. The adoption of Predictive Analytics solution and services among large enterprises is high due to the ever-increasing adoption of the cloud, and the trend is expected to continue during the forecast period.
Among regions, North America to hold largest market share during the forecast period
North America is expected to dominate the market due to early technology adoption and the presence of a large number of solution providers. The growing technology investments and improving penetration of the retail and manufacturing vertical are expected to drive the market growth of APAC during the forecast period. China, Japan, India and Singapore have displayed ample growth opportunities in the Predictive Analytics 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 Analytics 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: 30%, Europe: 30%, North America: 25%, MEA: 10%, 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 include IBM (US), Microsoft (US), Oracle (US), SAP (Germany), SAS Institute (US), Google (US), Salesforce (US), AWS (US), HPE (US), Teradata (US), Alteryx (US), FICO (US), Altair (US), Domo (US), Cloudera (US), Board International (Switzerland), TIBCO Software (US), Hitachi Vantara (US), Qlik (US), Happiest Minds (India), Dataiku (US), RapidMiner (US), Biofourmis (US), In-med Prognostics (India), Aito.Ai (Finland), Symend (US), Onward Health (India), Unioncrate (US), CyberLabs (Brazil), Actify Data Labs (India), Amlgo Labs (India), and 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 mode, 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.

目次

1INTRODUCTION41
1.1INTRODUCTION TO COVID-1941
1.2COVID-19 HEALTH ASSESSMENT41
FIGURE 1COVID-19: GLOBAL PROPAGATION41
FIGURE 2COVID-19 PROPAGATION: SELECT COUNTRIES42
1.3COVID-19 ECONOMIC ASSESSMENT43
FIGURE 3REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 202043
1.3.1COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT44
FIGURE 4CRITERIA IMPACTING GLOBAL ECONOMY44
FIGURE 5SCENARIOS IN TERMS OF RECOVERY OF GLOBAL ECONOMY45
1.4OBJECTIVES OF THE STUDY46
1.5MARKET DEFINITION46
1.5.1INCLUSIONS AND EXCLUSIONS46
1.6MARKET SCOPE48
1.6.1MARKET SEGMENTATION48
1.6.2REGIONS COVERED49
1.6.3YEARS CONSIDERED FOR THE STUDY49
1.7CURRENCY CONSIDERED50
TABLE 1UNITED STATES DOLLAR EXCHANGE RATE, 2018–202050
1.8STAKEHOLDERS50
1.9SUMMARY OF CHANGES50
2RESEARCH METHODOLOGY51
2.1RESEARCH DATA51
FIGURE 6PREDICTIVE ANALYTICS MARKET: RESEARCH DESIGN51
2.1.1SECONDARY DATA52
2.1.2PRIMARY DATA52
TABLE 2PRIMARY INTERVIEWS52
2.1.2.1Breakup of primary profiles53
2.1.2.2Key industry insights53
2.2MARKET BREAKUP AND DATA TRIANGULATION54
FIGURE 7DATA TRIANGULATION54
2.3MARKET SIZE ESTIMATION55
FIGURE 8PREDICTIVE ANALYTICS MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES55
2.3.1TOP-DOWN APPROACH55
2.3.2BOTTOM-UP APPROACH56
FIGURE 9MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTIONS/SERVICES OF PREDICTIVE ANALYTICS MARKET56
FIGURE 10MARKET SIZE ESTIMATION METHODOLOGY -APPROACH 2 – BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOLUTIONS/SERVICES OF THE PREDICTIVE ANALYTICS MARKET57
FIGURE 11MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 3, BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE FROM ALL SOFTWARE/SERVICES OF THE PREDICTIVE ANALYTICS MARKET58
FIGURE 12MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 4, BOTTOM-UP (DEMAND SIDE): SHARE OF PREDICTIVE ANALYTICS THROUGH OVERALL PREDICTIVE ANALYTICS SPENDING58
2.4MARKET FORECAST59
TABLE 3FACTOR ANALYSIS59
TABLE 4IMPACT OF COVID-1960
2.5COMPANY EVALUATION MATRIX61
FIGURE 13COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE61
2.6START-UP/SME EVALUATION MATRIX METHODOLOGY62
FIGURE 14START-UP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE62
2.7ASSUMPTIONS FOR THE STUDY62
2.8LIMITATIONS OF THE STUDY64
3EXECUTIVE SUMMARY65
TABLE 5PREDICTIVE ANALYTICS MARKET SIZE AND GROWTH RATE,
2015–2020 (USD MILLION, Y-O-Y%)67
TABLE 6PREDICTIVE ANALYTICS MARKET SIZE AND GROWTH RATE,
2021–2026 (USD MILLION, Y-O-Y%)67
FIGURE 15SOLUTIONS SEGMENT, BY COMPONENT, EXPECTED TO ACHIEVE A LARGER MARKET SIZE IN 202168
FIGURE 16PROFESSIONAL SERVICES SEGMENT TO ACCOUNT FOR A LARGER MARKET SHARE IN 202168
FIGURE 17FINANCIAL ANALYTICS SOLUTIONS TO DOMINATE THE MARKET IN 202169
FIGURE 18ON-PREMISE DEPLOYMENT TO LEAD THE MARKET IN 202169
FIGURE 19LARGE ENTERPRISES SEGMENT EXPECTED TO ACCOUNT FOR A LARGER MARKET SHARE IN 202170
FIGURE 20BFSI VERTICAL TO ACCOUNT FOR THE LARGEST MARKET SHARE IN 202170
FIGURE 21NORTH AMERICA TO ACCOUNT FOR THE LARGEST MARKET SHARE IN 202171
4PREMIUM INSIGHTS72
4.1ATTRACTIVE OPPORTUNITIES IN THE PREDICTIVE ANALYTICS MARKET72
FIGURE 22INCREASING ADOPTION OF AI AND ML TECHNOLOGIES TO BOOST THE MARKET GROWTH72
4.2PREDICTIVE ANALYTICS MARKET, BY VERTICAL72
FIGURE 23BFSI SEGMENT EXPECTED TO LEAD THE MARKET BY 202672
4.3PREDICTIVE ANALYTICS MARKET, BY REGION73
FIGURE 24NORTH AMERICA ACCOUNTED FOR THE LARGEST MARKET SHARE IN 202073
4.4PREDICTIVE ANALYTICS MARKET, BY SOLUTIONS AND VERTICAL73
FIGURE 25CUSTOMER ANALYTICS AND TELECOM AND IT TO ACCOUNT FOR THE LARGEST RESPECTIVE MARKET SHARES IN 202173
5MARKET OVERVIEW AND INDUSTRY TRENDS74
5.1INTRODUCTION74
5.2MARKET DYNAMICS74
FIGURE 26DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: PREDICTIVE ANALYTICS MARKET75
5.2.1DRIVERS75
5.2.1.1Rising adoption of big data and other related technologies75
5.2.1.2Advent of machine learning and artificial intelligence76
5.2.1.3Cost benefits of cloud-based predictive analytics solutions76
5.2.2RESTRAINTS77
5.2.2.1Changing regional data regulations leading to a time-consuming restructuring of predictive models77
5.2.2.2Data security concerns77
5.2.3OPPORTUNITIES78
5.2.3.1Rising internet proliferation and growing usage of connected and integrated technologies78
5.2.3.2Increasing demand for real-time analytical solutions to track and monitor COVID-19 spread78
5.2.3.3Growing role of predictive analytics in achieving manufacturing excellence79
5.2.4CHALLENGES79
5.2.4.1Integration of data from data silos79
5.2.4.2Ownership and privacy of collected data79
5.3PREDICTIVE ANALYTICS MARKET: COVID-19 IMPACT80
5.4PREDICTIVE ANALYTICS: EVOLUTION80
FIGURE 27EVOLUTION OF PREDICTIVE ANALYTICS81
5.5PREDICTIVE ANALYTICS: ECOSYSTEM81
FIGURE 28PREDICTIVE ANALYTICS: ECOSYSTEM81
5.6CASE STUDY ANALYSIS82
TABLE 7USE CASES: PROMINENT INDUSTRY-WISE INSTANCES82
5.6.1BANKING, FINANCIAL SERVICES, AND INSURANCE84
5.6.1.1Case study 1: Streamlining the mortgage appraisal process84
5.6.2TELECOMMUNICATION AND IT85
5.6.2.1Case study 1: Customer segmentation85
5.6.3RETAIL AND ECOMMERCE85
5.6.3.1Case study 1: Using weather data to predict sales85
5.6.4HEALTHCARE AND LIFE SCIENCES86
5.6.4.1Case study 1: Improve healthcare operations through data analysis86
5.6.5MANUFACTURING86
5.6.5.1Case study 1: Improving customer support in electronic manufacturing86
5.6.5.2Case study 2: Improvements in products, services, and customer satisfaction through advanced analytics and AI87
5.6.6ENERGY AND UTILITIES87
5.6.6.1Case study 1: Increase debt collection87
5.6.7TRANSPORTATION AND LOGISTICS88
5.6.7.1Case study 1: Visualize and predict the status of the fleet88
5.6.8MEDIA AND ENTERTAINMENT88
5.6.8.1Case study 1: Scaling a small data team using machine learning88
5.6.9GOVERNMENT AND DEFENCE89
5.6.9.1Case study 1: HAN University to equip students thrive in a digital future89
5.6.10TRAVEL AND HOSPITALITY89
5.6.10.1Case study 1: Optimizing customer experience with Teradata Vantage89
5.7PATENT ANALYSIS90
5.7.1METHODOLOGY90
5.7.2DOCUMENT TYPE90
TABLE 8PATENTS FILED, 2018–202190
5.7.3INNOVATION AND PATENT APPLICATIONS90
FIGURE 29TOTAL NUMBER OF PATENTS GRANTED IN A YEAR, 2018–202190
5.7.3.1Top applicants91
FIGURE 30TOP TEN COMPANIES WITH THE HIGHEST NUMBER OF PATENT APPLICATIONS, 2018–202191
TABLE 9TOP TEN PATENT OWNERS (US) IN THE PREDICTIVE ANALYTICS MARKET, 2018–202191
5.8SUPPLY/VALUE CHAIN ANALYSIS92
FIGURE 31SUPPLY/VALUE CHAIN ANALYSIS92
TABLE 10PREDICTIVE ANALYTICS MARKET: VALUE/SUPPLY CHAIN93
5.9PRICING MODEL ANALYSIS94
5.10PORTER’S FIVE FORCES ANALYSIS95
FIGURE 32PREDICTIVE ANALYTICS MARKET: PORTER’S FIVE FORCES ANALYSIS95
TABLE 11PREDICTIVE ANALYTICS MARKET: PORTER’S FIVE FORCES ANALYSIS95
5.10.1THREAT OF NEW ENTRANTS96
5.10.2THREAT OF SUBSTITUTES96
5.10.3BARGAINING POWER OF SUPPLIERS96
5.10.4BARGAINING POWER OF BUYERS96
5.10.5INTENSITY OF COMPETITIVE RIVALRY96
5.11TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS IN THE PREDICTIVE ANALYTICS MARKET97
FIGURE 33PREDICTIVE ANALYTICS MARKET: TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS97
5.12TECHNOLOGY ANALYSIS97
5.12.1AI AND PREDICTIVE ANALYTICS97
5.12.2BLOCKCHAIN AND PREDICTIVE ANALYTICS98
5.12.3ML AND PREDICTIVE ANALYTICS98
5.12.4IOT AND PREDICTIVE ANALYTICS98
5.12.55G AND PREDICTIVE ANALYTICS98
5.13REGULATORY IMPLICATIONS99
5.13.1INTRODUCTION99
5.13.2SARBANES-OXLEY ACT OF 200299
5.13.3GENERAL DATA PROTECTION REGULATION99
5.13.4BASEL99
5.14PREDICTIVE ANALYTICS MODELS100
5.14.1CLASSIFICATION MODEL100
5.14.2CLUSTERING MODEL100
5.14.3FORECAST MODEL100
5.14.4TIME SERIES MODEL100
5.14.5OUTLIERS MODEL100
6PREDICTIVE ANALYTICS MARKET, BY COMPONENT101
6.1INTRODUCTION102
6.1.1COMPONENTS: COVID-19 IMPACT102
FIGURE 34SERVICES SEGMENT EXPECTED TO REGISTER A HIGHER CAGR DURING THE FORECAST PERIOD102
TABLE 12PREDICTIVE ANALYTICS MARKET SIZE, BY COMPONENT,
2015–2020 (USD MILLION)103
TABLE 13PREDICTIVE ANALYTICS MARKET SIZE, BY COMPONENT,
2021–2026 (USD MILLION)103
6.2SOLUTIONS103
FIGURE 35SALES ANALYTICS SEGMENT EXPECTED TO REGISTER THE HIGHEST CAGR DURING THE FORECAST PERIOD104
TABLE 14PREDICTIVE ANALYTICS MARKET SIZE, BY SOLUTION,
2015–2020 (USD MILLION)104
TABLE 15PREDICTIVE ANALYTICS MARKET SIZE, BY SOLUTION,
2021–2026 (USD MILLION)105
6.2.1FINANCIAL ANALYTICS105
TABLE 16FINANCIAL ANALYTICS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION)105
TABLE 17FINANCIAL ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION)106
TABLE 18FINANCIAL ANALYTICS MARKET SIZE, BY APPLICATION,
2015–2020 (USD MILLION)106
TABLE 19FINANCIAL ANALYTICS MARKET SIZE, BY APPLICATION,
2021–2026 (USD MILLION)106
6.2.1.1Fraud detection107
6.2.1.2Profitability management107
6.2.1.3Governance, risk, and compliance management107
6.2.1.4Other financial analytics applications107
6.2.2RISK ANALYTICS108
TABLE 20RISK ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)108
TABLE 21RISK ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)108
TABLE 22RISK ANALYTICS MARKET SIZE, BY APPLICATION, 2015–2020 (USD MILLION)109
TABLE 23RISK ANALYTICS MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION)109
6.2.2.1Cyber risk management109
6.2.2.2Operational risk management110
6.2.2.3Credit and market risk management110
6.2.2.4Other risk analytics applications110
6.2.3MARKETING ANALYTICS111
TABLE 24MARKETING ANALYTICS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION)111
TABLE 25MARKETING ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION)111
TABLE 26MARKETING ANALYTICS MARKET SIZE, BY APPLICATION,
2015–2020 (USD MILLION)112
TABLE 27MARKETING ANALYTICS MARKET SIZE, BY APPLICATION,
2021–2026 (USD MILLION)112
6.2.3.1Predictive modeling112
6.2.3.2Yield management112
6.2.3.3Product and service development strategies112
6.2.3.4Other marketing analytics applications113
6.2.4SALES ANALYTICS113
TABLE 28SALES ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)113
TABLE 29SALES ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)114
TABLE 30SALES ANALYTICS MARKET SIZE, BY APPLICATION,
2015–2020 (USD MILLION)114
TABLE 31SALES ANALYTICS MARKET SIZE, BY APPLICATION,
2021–2026 (USD MILLION)114
6.2.4.1Sales life cycle management115
6.2.4.2Sales rep efficiency management115
6.2.4.3Other sales analytics applications115
6.2.5CUSTOMER ANALYTICS115
TABLE 32CUSTOMER ANALYTICS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION)115
TABLE 33CUSTOMER ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION)116
TABLE 34CUSTOMER ANALYTICS MARKET SIZE, BY APPLICATION,
2015–2020 (USD MILLION)116
TABLE 35CUSTOMER ANALYTICS MARKET SIZE, BY APPLICATION,
2021–2026 (USD MILLION)116
6.2.5.1Customer segmentation and clustering117
6.2.5.2Customer behavior analysis117
6.2.5.3Monitoring customer loyalty and satisfaction117
6.2.5.4Other customer analytics applications117
6.2.6WEB AND SOCIAL MEDIA ANALYTICS117
TABLE 36WEB AND SOCIAL MEDIA ANALYTICS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION)118
TABLE 37WEB AND SOCIAL MEDIA ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION)118
TABLE 38WEB AND SOCIAL MEDIA ANALYTICS MARKET SIZE, BY APPLICATION,
2015–2020 (USD MILLION)118
TABLE 39WEB AND SOCIAL MEDIA ANALYTICS MARKET SIZE, BY APPLICATION,
2021–2026 (USD MILLION)119
6.2.6.1Social media management119
6.2.6.2Search engine optimization119
6.2.6.3Performance monitoring119
6.2.6.4Competitor benchmarking120
6.2.7SUPPLY CHAIN ANALYTICS120
TABLE 40SUPPLY CHAIN ANALYTICS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION)120
TABLE 41SUPPLY CHAIN ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION)121
TABLE 42SUPPLY CHAIN ANALYTICS MARKET SIZE, BY APPLICATION,
2015–2020 (USD MILLION)121
TABLE 43SUPPLY CHAIN ANALYTICS MARKET SIZE, BY APPLICATION,
2021–2026 (USD MILLION)121
6.2.7.1Distribution and logistics optimization122
6.2.7.2Inventory management122
6.2.7.3Manufacturing analysis122
6.2.7.4Other supply chain analytics applications122
6.2.8NETWORK ANALYTICS122
TABLE 44NETWORK ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)123
TABLE 45NETWORK ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)123
TABLE 46NETWORK ANALYTICS MARKET SIZE, BY APPLICATION,
2015–2020 (USD MILLION)123
TABLE 47NETWORK ANALYTICS MARKET SIZE, BY APPLICATION,
2021–2026 (USD MILLION)124
6.2.8.1Intelligent network optimization124
6.2.8.2Traffic management124
6.2.8.3Other Network Analytics Applications124
6.2.9OTHER PREDICTIVE ANALYTICS SOLUTIONS124
TABLE 48OTHER SOLUTIONS: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)125
TABLE 49OTHER SOLUTIONS: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)125
6.3SERVICES125
FIGURE 36MANAGED SERVICES SEGMENT EXPECTED TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD126
TABLE 50PREDICTIVE ANALYTICS MARKET SIZE, BY SERVICE,
2015–2020 (USD MILLION)126
TABLE 51PREDICTIVE ANALYTICS MARKET SIZE, BY SERVICE,
2021–2026 (USD MILLION)126
6.3.1MANAGED SERVICES127
TABLE 52MANAGED SERVICES: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)127
TABLE 53MANAGED SERVICES: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)127
6.3.2PROFESSIONAL SERVICES128
FIGURE 37DEPLOYMENT AND INTEGRATION SEGMENT EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD128
TABLE 54PROFESSIONAL SERVICES: PREDICTIVE ANALYTICS MARKET SIZE,
BY REGION, 2015–2020 (USD MILLION)128
TABLE 55PROFESSIONAL SERVICES: PREDICTIVE ANALYTICS MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION)129
TABLE 56PROFESSIONAL SERVICE: PREDICTIVE ANALYTICS MARKET SIZE, BY TYPE, 2015–2020 (USD MILLION)129
TABLE 57PROFESSIONAL SERVICES: PREDICTIVE ANALYTICS MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION)129
6.3.2.1Support and Maintenance130
TABLE 58SUPPORT AND MAINTENANCE MARKET SIZE, BY REGION,
2015–2020 (USD MILLION)130
TABLE 59SUPPORT AND MAINTENANCE MARKET SIZE, BY REGION,
2021–2026 (USD MILLION)130
6.3.2.2Consulting131
TABLE 60CONSULTING MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)131
TABLE 61CONSULTING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)131
6.3.2.3Deployment and integration131
TABLE 62DEPLOYMENT AND INTEGRATION: PREDICTIVE ANALYTICS MARKET SIZE,
BY REGION, 2015–2020 (USD MILLION)132
TABLE 63DEPLOYMENT AND INTEGRATION: PREDICTIVE ANALYTICS MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION)132
7PREDICTIVE ANALYTICS MARKET, BY DEPLOYMENT MODE133
7.1INTRODUCTION134
7.1.1DEPLOYMENT MODES: COVID-19 IMPACT134
FIGURE 38CLOUD SEGMENT TO ACCOUNT FOR A LARGER MARKET SIZE DURING THE FORECAST PERIOD134
TABLE 64PREDICTIVE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,
2015–2020 (USD MILLION)135
TABLE 65PREDICTIVE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,
2021–2026 (USD MILLION)135
7.2CLOUD135
7.2.1REDUCED OPERATIONAL COST AND HIGHER SCALABILITY TO ENABLE GROWTH IN CLOUD-BASED DEPLOYMENTS135
TABLE 66CLOUD: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION)136
TABLE 67CLOUD: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION)136
7.3ON-PREMISES136
7.3.1WITH THE GROWING THREAT OF DATA THEFTS, SOME ORGANIZATIONS PREFER PREDICTIVE ANALYTICS SOLUTIONS TO REMAIN ON-PREMISES136
TABLE 68ON-PREMISES: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION)137
TABLE 69ON-PREMISES: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION)137
8PREDICTIVE ANALYTICS MARKET, BY ORGANIZATION SIZE138
8.1INTRODUCTION139
8.1.1ORGANIZATION SIZE: COVID-19 IMPACT139
FIGURE 39SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD140
TABLE 70PREDICTIVE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,
2015–2020 (USD MILLION)140
TABLE 71PREDICTIVE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,
2021–2026 (USD MILLION)140
8.2LARGE ENTERPRISES141
8.2.1EVER-INCREASING ADOPTION OF THE CLOUD AND LATEST TECHNOLOGIES TO DRIVE PREDICTIVE ANALYTICS ACROSS LARGE ENTERPRISES141
TABLE 72LARGE ENTERPRISES: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)141
TABLE 73LARGE ENTERPRISES: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)141
8.3SMALL AND MEDIUM-SIZED ENTERPRISES142
8.3.1ROBUST CLOUD-BASED DEPLOYMENTS TO LEAD SMALL AND MEDIUM-SIZED ENTERPRISES, RECORDING A HIGHER GROWTH RATE142
TABLE 74SMALL AND MEDIUM-SIZED ENTERPRISES: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)142
TABLE 75SMALL AND MEDIUM-SIZED ENTERPRISES: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)142
9PREDICTIVE ANALYTICS MARKET, BY VERTICAL143
9.1INTRODUCTION144
9.1.1VERTICALS: COVID-19 IMPACT144
FIGURE 40HEALTHCARE AND LIFE SCIENCES VERTICAL TO REGISTER THE HIGHEST CAGR DURING THE FORECAST PERIOD145
TABLE 76PREDICTIVE ANALYTICS MARKET SIZE, BY VERTICAL,
2015–2020 (USD MILLION)146
TABLE 77PREDICTIVE ANALYTICS MARKET SIZE, BY VERTICAL,
2021–2026 (USD MILLION)146
9.2BANKING, FINANCIAL SERVICES, AND INSURANCE147
9.2.1PREDICTIVE ANALYTICS SOLUTIONS IMPROVE BUSINESS PERFORMANCE, REDUCE COST, AND CHURNING147
TABLE 78BANKING, FINANCIAL SERVICES, AND INSURANCE: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)147
TABLE 79BANKING, FINANCIAL SERVICES, AND INSURANCE: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)148
9.3RETAIL AND ECOMMERCE148
9.3.1ADOPTION OF PREDICTIVE ANALYTICS SOLUTIONS BOOSTS BUSINESS DECISION PERFORMANCE AND PROFIT MARGINS148
TABLE 80RETAIL AND ECOMMERCE: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)149
TABLE 81RETAIL AND ECOMMERCE: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)149
9.4TELECOM AND IT149
9.4.1USAGE OF SMARTPHONES, COMPLEXITY IN THE TELECOM INDUSTRY, AND GROWTH IN SERVICE PROVIDERS RAPIDLY DRIVE THE MARKET149
TABLE 82TELECOM AND IT: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION)150
TABLE 83TELECOM AND IT: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION)150
9.5TRANSPORTATION AND LOGISTICS151
9.5.1BUSINESS TRANSFORMATION AND REDUCED COSTS DRIVE GROWTH OF PREDICTIVE ANALYTICS151
TABLE 84TRANSPORTATION AND LOGISTICS: PREDICTIVE ANALYTICS MARKET SIZE,
BY REGION, 2015–2020 (USD MILLION)151
TABLE 85TRANSPORTATION AND LOGISTICS: PREDICTIVE ANALYTICS MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION)152
9.6MEDIA AND ENTERTAINMENT152
9.6.1RISING CONTENT CONSUMPTION AND DIGITAL ENTERTAINMENT ADOPTION TO GENERATE DEMAND FOR PREDICTIVE ANALYTICS152
TABLE 86MEDIA AND ENTERTAINMENT: PREDICTIVE ANALYTICS MARKET SIZE,
BY REGION, 2015–2020 (USD MILLION)152
TABLE 87MEDIA AND ENTERTAINMENT: PREDICTIVE ANALYTICS MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION)153
9.7MANUFACTURING153
9.7.1ADOPTION OF PREDICTIVE ANALYTICS BOOSTS PERFORMANCE AND IMPROVES DECISION-MAKING153
TABLE 88MANUFACTURING: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)154
TABLE 89MANUFACTURING: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)154
9.8HEALTHCARE AND LIFE SCIENCES154
9.8.1REAL-TIME DECISION-MAKING TO PROVIDE NEW INNOVATIVE SOLUTIONS AND DELIVER PROPER INSIGHTS FOR PATIENTS154
TABLE 90HEALTHCARE AND LIFE SCIENCES: PREDICTIVE ANALYTICS MARKET SIZE,
BY REGION, 2015–2020 (USD MILLION)155
TABLE 91HEALTHCARE AND LIFE SCIENCES: PREDICTIVE ANALYTICS MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION)155
9.9TRAVEL AND HOSPITALITY156
9.9.1NEED TO DETERMINE NEW PROSPECTS AND OFFER STANDARD SERVICES FOR BETTER CUSTOMER ENGAGEMENT TO DRIVE PREDICTIVE ANALYTICS SOLUTIONS156
TABLE 92TRAVEL AND HOSPITALITY: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)156
TABLE 93TRAVEL AND HOSPITALITY: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)156
9.10ENERGY AND UTILITIES157
9.10.1DEMAND FOR INTELLIGENT PRODUCTION, DISTRIBUTION, AND CONSUMPTION OF ENERGY AND UTILITIES DRIVE PREDICTIVE ANALYTICS SOLUTIONS157
TABLE 94ENERGY AND UTILITIES: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)157
TABLE 95ENERGY AND UTILITIES: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)158
9.11GOVERNMENT AND DEFENSE158
9.11.1DEEP ANALYSIS AND FORECASTING OF TRENDS LEAD TO THE GROWTH OF PREDICTIVE ANALYTICS SOLUTIONS158
TABLE 96GOVERNMENT AND DEFENSE: PREDICTIVE ANALYTICS MARKET SIZE,
BY REGION, 2015–2020 (USD MILLION)158
TABLE 97GOVERNMENT AND DEFENSE: PREDICTIVE ANALYTICS MARKET SIZE,
BY REGION, 2021–2026 (USD MILLION)159
9.12OTHER VERTICALS159
TABLE 98OTHER VERTICALS: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)160
TABLE 99OTHER VERTICALS: PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)160
10PREDICTIVE ANALYTICS MARKET, BY REGION161
10.1INTRODUCTION162
FIGURE 41JAPAN AND AUSTRALIA & NEW ZEALAND TO ACCOUNT FOR HIGHEST CAGRS DURING FORECAST PERIOD162
FIGURE 42ASIA PACIFIC TO ACCOUNT FOR THE HIGHEST CAGR DURING FORECAST PERIOD163
TABLE 100PREDICTIVE ANALYTICS MARKET SIZE, BY REGION,
2015–2020 (USD MILLION)163
TABLE 101PREDICTIVE ANALYTICS MARKET SIZE, BY REGION,
2021–2026 (USD MILLION)163
10.2NORTH AMERICA164
10.2.1NORTH AMERICA: COVID-19 IMPACT164
TABLE 102NORTH AMERICA: PROMINENT PLAYERS165
10.2.2NORTH AMERICA: REGULATIONS165
10.2.2.1Personal Information Protection and Electronic Documents Act (PIPEDA)165
10.2.2.2Gramm-Leach-Bliley (GLB) Act166
10.2.2.3Health Insurance Portability and Accountability Act (HIPAA) of 1996166
10.2.2.4Federal Information Security Management Act (FISMA)166
10.2.2.5Federal Information Processing Standards (FIPS)166
10.2.2.6California Consumer Privacy Act (CSPA)167
FIGURE 43NORTH AMERICA: MARKET SNAPSHOT167
TABLE 103NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)168
TABLE 104NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)168
TABLE 105NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY SOLUTION, 2015–2020 (USD MILLION)168
TABLE 106NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY SOLUTION, 2021–2026 (USD MILLION)169
TABLE 107NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY SERVICE,
2015–2020 (USD MILLION)169
TABLE 108NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY SERVICE,
2021–2026 (USD MILLION)169
TABLE 109NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2015–2020 (USD MILLION)170
TABLE 110NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)170
TABLE 111NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)170
TABLE 112NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)170
TABLE 113NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)171
TABLE 114NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)171
TABLE 115NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2015–2020 (USD MILLION)171
TABLE 116NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)172
TABLE 117NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY COUNTRY, 2015–2020 (USD MILLION)172
TABLE 118NORTH AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)172
10.2.3UNITED STATES173
10.2.3.1Rapid adoption of digitally innovative solutions and presence of tech giants to drive market growth173
10.2.4CANADA173
10.2.4.1Startup ecosystem and transformation into data-driven organizations to drive the growth of predictive analytics in Canada173
10.3EUROPE174
10.3.1EUROPE: COVID-19 IMPACT174
TABLE 119EUROPE: PROMINENT PLAYERS175
10.3.2EUROPE: REGULATIONS175
10.3.2.1General Data Protection Regulation (GDPR)175
10.3.2.2European Committee for Standardization (CEN)175
10.3.2.3EU’s General Court176
TABLE 120EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY COMPONENT,
2015–2020 (USD MILLION)176
TABLE 121EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY COMPONENT,
2021–2026 (USD MILLION)176
TABLE 122EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY SOLUTION,
2015–2020 (USD MILLION)177
TABLE 123EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY SOLUTION,
2021–2026 (USD MILLION)177
TABLE 124EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY SERVICE,
2015–2020 (USD MILLION)178
TABLE 125EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY SERVICE,
2021–2026 (USD MILLION)178
TABLE 126EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2015–2020 (USD MILLION)178
TABLE 127EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)178
TABLE 128EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)179
TABLE 129EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)179
TABLE 130EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)179
TABLE 131EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)179
TABLE 132EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY VERTICAL,
2015–2020 (USD MILLION)180
TABLE 133EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY VERTICAL,
2021–2026 (USD MILLION)180
TABLE 134EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY COUNTRY,
2015–2020 (USD MILLION)181
TABLE 135EUROPE: PREDICTIVE ANALYTICS MARKET SIZE, BY COUNTRY,
2021–2026 (USD MILLION)181
10.3.3UNITED KINGDOM181
10.3.3.1Advanced IT infrastructure, technologies, and continued transition toward online services to drive growth in the UK181
10.3.4GERMANY182
10.3.4.1Government initiatives for technological developments in manufacturing to drive the growth of these solutions in Germany182
10.3.5FRANCE182
10.3.5.1Heavy R&D investments; digitalization; and strong hold of retail, aerospace and defense, and manufacturing verticals to drive the growth in France182
10.3.6REST OF EUROPE183
10.4ASIA PACIFIC183
10.4.1ASIA PACIFIC: COVID-19 IMPACT184
TABLE 136ASIA PACIFIC: PROMINENT PLAYERS184
10.4.2ASIA PACIFIC: REGULATIONS185
10.4.2.1Personal Data Protection Act (PDPA)185
10.4.2.2International Organization for Standardization (ISO) 27001185
FIGURE 44ASIA PACIFIC: MARKET SNAPSHOT186
TABLE 137ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)186
TABLE 138ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)186
TABLE 139ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY SOLUTION,
2015–2020 (USD MILLION)187
TABLE 140ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY SOLUTION,
2021–2026 (USD MILLION)187
TABLE 141ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY SERVICE,
2015–2020 (USD MILLION)188
TABLE 142ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY SERVICE,
2021–2026 (USD MILLION)188
TABLE 143ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2015–2020 (USD MILLION)188
TABLE 144ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)188
TABLE 145ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)189
TABLE 146ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)189
TABLE 147ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)189
TABLE 148ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)189
TABLE 149ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY VERTICAL,
2015–2020 (USD MILLION)190
TABLE 150ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY VERTICAL,
2021–2026 (USD MILLION)190
TABLE 151ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY COUNTRY/REGION, 2015–2020 (USD MILLION)191
TABLE 152ASIA PACIFIC: PREDICTIVE ANALYTICS MARKET SIZE, BY COUNTRY/REGION, 2021–2026 (USD MILLION)191
10.4.3CHINA191
10.4.3.1The use of predictive analytics services for driving policy support and technological investments to fuel its adoption in China191
10.4.4JAPAN192
10.4.4.1Rise of innovative technologies and collaboration between governments and businesses for digital transformation in Japan192
10.4.5INDIA192
10.4.5.1Local entrepreneurs with a shift in technologies to provide support to Indian companies in the predictive analytics market192
10.4.6AUSTRALIA & NEW ZEALAND193
10.4.6.1Adoption of advanced technologies and increase in young startups to increase the demand for predictive analytics193
10.4.7REST OF ASIA PACIFIC193
10.5MIDDLE EAST AND AFRICA194
10.5.1MIDDLE EAST AND AFRICA: COVID-19 IMPACT194
TABLE 153MIDDLE EAST AND AFRICA: PROMINENT PLAYERS195
10.5.2MIDDLE EAST AND AFRICA: REGULATIONS195
10.5.2.1Israeli Privacy Protection Regulations (Data Security), 5777-2017195
10.5.2.2GDPR Applicability in KSA195
10.5.2.3Protection of Personal Information Act (POPIA)196
TABLE 154MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY COMPONENT, 2015–2020 (USD MILLION)196
TABLE 155MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY COMPONENT, 2021–2026 (USD MILLION)196
TABLE 156MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY SOLUTION, 2015–2020 (USD MILLION)197
TABLE 157MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY SOLUTION, 2021–2026 (USD MILLION)197
TABLE 158MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY SERVICE, 2015–2020 (USD MILLION)198
TABLE 159MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY SERVICE, 2021–2026 (USD MILLION)198
TABLE 160MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY PROFESSIONAL SERVICE, 2015–2020 (USD MILLION)198
TABLE 161MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)198
TABLE 162MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)199
TABLE 163MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)199
TABLE 164MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)199
TABLE 165MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)199
TABLE 166MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY VERTICAL, 2015–2020 (USD MILLION)200
TABLE 167MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY VERTICAL, 2021–2026 (USD MILLION)200
TABLE 168MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY COUNTRY, 2015–2020 (USD MILLION)201
TABLE 169MIDDLE EAST AND AFRICA: PREDICTIVE ANALYTICS MARKET SIZE,
BY COUNTRY, 2021–2026 (USD MILLION)201
10.5.3UAE201
10.5.3.1New investments, strategies, and products to drive the adoption of predictive analytics solutions in the region201
10.5.4SOUTH AFRICA202
10.5.4.1Growing digitalization to offer opportunities for deploying predictive analytics solutions in South Africa202
10.5.5REST OF THE MIDDLE EAST AND AFRICA202
10.6LATIN AMERICA203
10.6.1LATIN AMERICA: COVID-19 IMPACT203
TABLE 170LATIN AMERICA:PROMINENT PLAYERS204
10.6.2LATIN AMERICA: REGULATIONS204
10.6.2.1Brazil Data Protection Law204
10.6.2.2Argentina Personal Data Protection Law No. 25.326204
TABLE 171LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)205
TABLE 172LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)205
TABLE 173LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY SOLUTION, 2015–2020 (USD MILLION)205
TABLE 174LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY SOLUTION, 2021–2026 (USD MILLION)206
TABLE 175LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY SERVICE,
2015–2020 (USD MILLION)206
TABLE 176LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY SERVICE,
2021–2026 (USD MILLION)206
TABLE 177LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2015–2020 (USD MILLION)207
TABLE 178LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION)207
TABLE 179LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)207
TABLE 180LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)207
TABLE 181LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)208
TABLE 182LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)208
TABLE 183LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY VERTICAL,
2015–2020 (USD MILLION)208
TABLE 184LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY VERTICAL,
2021–2026 (USD MILLION)209
TABLE 185LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY COUNTRY,
2015–2020 (USD MILLION)209
TABLE 186LATIN AMERICA: PREDICTIVE ANALYTICS MARKET SIZE, BY COUNTRY,
2021–2026 (USD MILLION)210
10.6.3BRAZIL210
10.6.3.1Increased use of the internet, technologies, and government organizations to increase the demand in Brazil210
10.6.4MEXICO210
10.6.4.1Growth in trade, customer base, and government initiatives to fuel the growth of predictive analytics210
10.6.5REST OF LATIN AMERICA211
11COMPETITIVE LANDSCAPE212
11.1OVERVIEW212
11.2KEY PLAYER STRATEGIES212
TABLE 187OVERVIEW OF STRATEGIES DEPLOYED BY KEY PLAYERS IN THE PREDICTIVE ANALYTICS MARKET212
11.3REVENUE ANALYSIS213
FIGURE 45REVENUE ANALYSIS FOR KEY COMPANIES IN THE PAST FIVE YEARS213
11.4MARKET SHARE ANALYSIS214
FIGURE 46PREDICTIVE ANALYTICS MARKET SHARE ANALYSIS214
TABLE 188PREDICTIVE ANALYTICS MARKET: DEGREE OF COMPETITION215
11.5COMPANY EVALUATION QUADRANT215
11.5.1STARS215
11.5.2EMERGING LEADERS215
11.5.3PERVASIVE PLAYERS215
11.5.4PARTICIPANTS215
FIGURE 47KEY PREDICTIVE ANALYTICS MARKET PLAYERS, COMPANY EVALUATION MATRIX, 2021216
11.6COMPETITIVE BENCHMARKING216
TABLE 189COMPANY SOLUTION FOOTPRINT (TOP 3)216
TABLE 190COMPANY REGION FOOTPRINT218
11.7STARTUP/SME EVALUATION QUADRANT219
11.7.1PROGRESSIVE COMPANIES219
11.7.2RESPONSIVE COMPANIES219
11.7.3DYNAMIC COMPANIES219
11.7.4STARTING BLOCKS219
FIGURE 48STARTUP/SME PREDICTIVE ANALYTICS MARKET EVALUATION MATRIX, 2021220
11.8COMPETITIVE SCENARIO220
11.8.1PRODUCT LAUNCHES220
TABLE 191PRODUCT LAUNCHES, JANUARY 2018–MAY 2021221
11.8.2DEALS222
TABLE 192DEALS, JANUARY 2018–MAY 2021222
11.8.3OTHERS223
TABLE 193OTHERS, 2018–2021223
12COMPANY PROFILES224
12.1INTRODUCTION224
12.2KEY PLAYERS224
(Business and financial overview, Solutions offered, Recent developments, MNM view, Key strengths/right to win, Strategic choices made, and Weaknesses and competitive threats)*
12.2.1MICROSOFT224
TABLE 194MICROSOFT: BUSINESS OVERVIEW224
FIGURE 49MICROSOFT: COMPANY SNAPSHOT225
TABLE 195MICROSOFT: SOLUTIONS OFFERED226
TABLE 196MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS226
TABLE 197MICROSOFT: DEALS227
12.2.2IBM229
TABLE 198IBM: BUSINESS OVERVIEW229
FIGURE 50IBM: COMPANY SNAPSHOT230
TABLE 199IBM: SOLUTIONS OFFERED230
TABLE 200IBM: PRODUCT LAUNCHES AND ENHANCEMENTS231
TABLE 201IBM: DEALS231
TABLE 202IBM: OTHERS232
12.2.3SAP233
TABLE 203SAP: BUSINESS OVERVIEW233
FIGURE 51SAP: COMPANY SNAPSHOT234
TABLE 204SAP: SOLUTIONS OFFERED234
TABLE 205SAP: PRODUCT LAUNCHES AND ENHANCEMENTS235
TABLE 206SAP: DEALS235
TABLE 207SAP: OTHERS236
12.2.4ORACLE237
TABLE 208ORACLE: BUSINESS OVERVIEW237
FIGURE 52ORACLE: COMPANY SNAPSHOT238
TABLE 209ORACLE: SOLUTIONS OFFERED238
TABLE 210ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS239
TABLE 211ORACLE: DEALS239
TABLE 212ORACLE: OTHERS239
12.2.5SAS INSTITUTE241
TABLE 213SAS INSTITUTE: BUSINESS OVERVIEW241
FIGURE 53SAS INSTITUTE: COMPANY SNAPSHOT241
TABLE 214SAS INSTITUTE: SOLUTIONS OFFERED242
TABLE 215SAS INSTITUTE: PRODUCT LAUNCHES AND ENHANCEMENTS242
TABLE 216SAS INSTITUTE: DEALS243
TABLE 217SAS INSTITUTE: OTHERS243
12.2.6GOOGLE245
TABLE 218GOOGLE: BUSINESS OVERVIEW245
FIGURE 54GOOGLE: COMPANY SNAPSHOT246
TABLE 219GOOGLE: SOLUTIONS OFFERED246
TABLE 220GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS247
TABLE 221GOOGLE: DEALS247
12.2.7SALESFORCE249
TABLE 222SALESFORCE: BUSINESS OVERVIEW249
FIGURE 55SALESFORCE: COMPANY SNAPSHOT250
TABLE 223SALESFORCE: SOLUTIONS OFFERED250
TABLE 224SALESFORCE: PRODUCT LAUNCHES AND ENHANCEMENTS251
TABLE 225SALESFORCE: DEALS252
TABLE 226SALESFORCE: OTHERS252
12.2.8AWS253
TABLE 227AWS: BUSINESS OVERVIEW253
FIGURE 56AWS: COMPANY SNAPSHOT254
TABLE 228AWS: SOLUTIONS OFFERED254
TABLE 229AWS: PRODUCT LAUNCHES AND ENHANCEMENTS254
TABLE 230AWS: DEALS255
TABLE 231AWS: OTHERS255
12.2.9HPE256
TABLE 232HPE: BUSINESS OVERVIEW256
FIGURE 57HPE: COMPANY SNAPSHOT257
TABLE 233HPE: SOLUTIONS OFFERED257
TABLE 234HPE: PRODUCT LAUNCHES AND ENHANCEMENTS258
TABLE 235HPE: DEALS258
TABLE 236HPE: OTHERS259
12.2.10TERADATA260
TABLE 237TERADATA: BUSINESS OVERVIEW260
FIGURE 58TERADATA: COMPANY SNAPSHOT261
TABLE 238TERADATA: SOLUTIONS OFFERED261
TABLE 239TERADATA: PRODUCT LAUNCHES AND ENHANCEMENTS262
TABLE 240TERADATA: DEALS262
12.2.11ALTERYX263
TABLE 241ALTERYX: BUSINESS OVERVIEW263
FIGURE 59ALTERYX: COMPANY SNAPSHOT264
TABLE 242ALTERYX: SOLUTIONS OFFERED264
TABLE 243ALTERYX: PRODUCT LAUNCHES AND ENHANCEMENTS265
TABLE 244ALTERYX: DEALS266
TABLE 245ALTERYX: OTHERS266
12.2.12FICO267
TABLE 246FICO: BUSINESS OVERVIEW267
FIGURE 60FICO: COMPANY SNAPSHOT268
TABLE 247FICO: SOLUTIONS OFFERED268
TABLE 248FICO: PRODUCT LAUNCHES AND ENHANCEMENTS269
TABLE 249FICO: DEALS269
12.2.13ALTAIR270
TABLE 250ALTAIR: BUSINESS OVERVIEW270
FIGURE 61ALTAIR: COMPANY SNAPSHOT271
TABLE 251ALTAIR: SOLUTIONS OFFERED271
TABLE 252ALTAIR: PRODUCT LAUNCHES AND ENHANCEMENTS272
TABLE 253ALTAIR: DEALS272
12.2.14DOMO273
TABLE 254DOMO: BUSINESS OVERVIEW273
FIGURE 62DOMO: COMPANY SNAPSHOT274
TABLE 255DOMO: SOLUTIONS OFFERED274
TABLE 256DOMO: PRODUCT LAUNCHES AND ENHANCEMENTS275
TABLE 257DOMO: DEALS275
12.2.15CLOUDERA276
TABLE 258CLOUDERA: BUSINESS OVERVIEW276
TABLE 259CLOUDERA: SOLUTIONS OFFERED277
TABLE 260CLOUDERA: PRODUCT LAUNCHES AND ENHANCEMENTS278
TABLE 261CLOUDERA: DEALS278
TABLE 262CLOUDERA: OTHERS278
12.2.16BOARD INTERNATIONAL279
TABLE 263BOARD INTERNATIONAL: BUSINESS OVERVIEW279
TABLE 264BOARD INTERNATIONAL: SOLUTIONS OFFERED279
TABLE 265BOARD INTERNATIONAL: PRODUCT LAUNCHES AND ENHANCEMENTS280
TABLE 266BOARD INTERNATIONAL: DEALS280
12.2.17TIBCO SOFTWARE282
TABLE 267TIBCO SOFTWARE: BUSINESS OVERVIEW282
TABLE 268TIBCO SOFTWARE: SOLUTIONS OFFERED282
TABLE 269TIBCO SOFTWARE: PRODUCT LAUNCHES AND ENHANCEMENTS283
TABLE 270TIBCO SOFTWARE: DEALS284
12.2.18HITACHI VANTARA285
12.2.19HAPPIEST MINDS286
12.2.20DATAIKU287
12.2.21RAPIDMINER288
12.2.22QLIK289
12.3STARTUPS/SMES290
12.3.1BIOFOURMIS290
12.3.2IN-MED PROGNOSTICS291
12.3.3AITO.AI291
12.3.4SYMEND292
12.3.5ONWARD HEALTH292
12.3.6UNIONCRATE293
12.3.7CYBERLABS293
12.3.8ACTIFY DATA LABS294
12.3.9AMLGO LABS294
12.3.10VERIMOS295
*Details on Business and financial overview, Solutions 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.
13APPENDIX296
13.1ADJACENT AND RELATED MARKETS296
13.1.1INTRODUCTION296
13.1.2CUSTOMER JOURNEY ANALYTICS MARKET—GLOBAL FORECAST TO 2026296
13.1.2.1Market definition296
13.1.2.2Market overview296
13.1.2.2.1Customer journey analytics market, by component296
TABLE 271CUSTOMER JOURNEY ANALYTICS MARKET SIZE, BY COMPONENT,
2015–2019 (USD MILLION)297
TABLE 272CUSTOMER JOURNEY ANALYTICS MARKET SIZE, BY COMPONENT,
2020–2026 (USD MILLION)297
13.1.2.2.2Customer journey analytics market, by application297
TABLE 273CUSTOMER JOURNEY ANALYTICS MARKET SIZE, BY APPLICATION,
2015–2019 (USD MILLION)298
TABLE 274CUSTOMER JOURNEY ANALYTICS MARKET SIZE, BY APPLICATION,
2020–2026 (USD MILLION)298
13.1.2.2.3Customer journey analytics market, by deployment mode299
TABLE 275CUSTOMER JOURNEY ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2015–2019 (USD MILLION)299
TABLE 276CUSTOMER JOURNEY ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2020–2026 (USD MILLION)299
13.1.2.2.4Customer journey analytics market, by organization size299
TABLE 277CUSTOMER JOURNEY ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2015–2019 (USD MILLION)300
TABLE 278CUSTOMER JOURNEY ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2020–2026 (USD MILLION)300
13.1.2.2.5Customer journey analytics market, by industry vertical300
TABLE 279CUSTOMER JOURNEY ANALYTICS MARKET SIZE, BY VERTICAL,
2015–2019 (USD MILLION)301
TABLE 280CUSTOMER JOURNEY ANALYTICS MARKET SIZE, BY VERTICAL,
2020–2026 (USD MILLION)301
13.1.2.2.6Customer journey analytics market, by region302
TABLE 281CUSTOMER JOURNEY ANALYTICS MARKET SIZE, BY REGION,
2015–2019 (USD MILLION)302
TABLE 282CUSTOMER JOURNEY ANALYTICS MARKET SIZE, BY REGION,
2020–2026 (USD MILLION)302
13.1.3BIG DATA MARKET – GLOBAL FORECAST TO 2025303
13.1.3.1Market definition303
13.1.3.2Market overview303
13.1.3.2.1Big data market, by component303
TABLE 283BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)304
TABLE 284SOLUTIONS: BIG DATA MARKET SIZE, BY TYPE, 2018–2025 (USD MILLION)304
TABLE 285BIG DATA MARKET SIZE, BY SERVICE, 2018–2025 (USD MILLION)304
TABLE 286PROFESSIONAL SERVICES MARKET SIZE, BY TYPE,
2018–2025 (USD MILLION)304
13.1.3.2.2Big data market, by deployment mode305
TABLE 287BIG DATA MARKET SIZE, BY DEPLOYMENT MODE,
2018–2025 (USD MILLION)305
TABLE 288CLOUD: BIG DATA MARKET SIZE, BY TYPE, 2018–2025 (USD MILLION)305
13.1.3.2.3Big data market, by organization size305
TABLE 289BIG DATA MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION)306
13.1.3.2.4Big data market, by business function306
TABLE 290BIG DATA MARKET SIZE, BY BUSINESS FUNCTION,
2018–2025 (USD MILLION)306
13.1.3.2.5Big data market, by industry vertical306
TABLE 291BIG DATA MARKET SIZE, BY INDUSTRY VERTICAL, 2018–2025 (USD MILLION)307
13.1.3.2.6Big data market, by region307
TABLE 292BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)307
13.2DISCUSSION GUIDE308
13.3KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL312
13.4AVAILABLE CUSTOMIZATIONS314
13.5RELATED REPORTS314
13.6AUTHOR DETAILS315

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