ID: MRFR/ICT/5380-HCR | February 2021 | Region: Global | 100 Pages
TABLE OF CONTENTS
1 Executive Summary
2 Scope of the Report
2.1 Market Definition
2.2 Scope of the Study
2.2.1 Research Objectives
2.2.2 Assumptions & Limitations
2.3 Markets Structure
3 Market Research Methodology
3.1 Research Process
3.2 Secondary Research
3.3 Primary Research
3.4 Forecast Model
4 Market Landscape
4.1 Porterβs Five Forces Analysis
4.1.1 Threat of New Entrants
4.1.2 Bargaining power of buyers
4.1.3 Threat of substitutes
4.1.4 Rivalry
4.1.5 Bargaining Power of Suppliers
4.2 Value Chain/Supply Chain of Predictive Analytics Market
5 Market Overview of Predictive Analytics Market
5.1 Introduction
5.2 Growth Drivers
5.3 Impact Analysis
5.4 Market Challenges
6 Market Trends
6.1 Introduction
6.2 Growth Trends
6.3 Impact analysis
7. Predictive Analytics Market by Deployment
7.1 Introduction
7.2 On-Premise
7.2.1 Market Estimates & Forecast, 2020-2027
7.2.2 Market Estimates & Forecast by Region, 2020-2027
7.3 On-Cloud
7.3.1 Market Estimates & Forecast, 2020-2027
7.3.2 Market Estimates & Forecast by Region, 2020-2027
8. Predictive Analytics Market by Organization size
8.1 Introduction
8.2 Large Enterprise
8.2.1 Market Estimates & Forecast, 2020-2027
8.2.2 Market Estimates & Forecast by Region, 2020-2027
8.3 SMEs
8.3.1 Market Estimates & Forecast, 2020-2027
8.3.2 Market Estimates & Forecast by Region, 2020-2027
9. Predictive Analytics Market by Techniques
9.1 Introduction
9.2 Support Vector Machines
9.2.1 Market Estimates & Forecast, 2020-2027
9.2.2 Market Estimates & Forecast by Region, 2020-2027
9.3 Bayesian Recommendation System
9.3.1 Market Estimates & Forecast, 2020-2027
9.3.2 Market Estimates & Forecast by Region, 2020-2027
9.4 Deep Neural Networks
9.4.1 Market Estimates & Forecast, 2020-2027
9.4.2 Market Estimates & Forecast by Region, 2020-2027
9.5 Others
9.5.1 Market Estimates & Forecast, 2020-2027
9.5.2 Market Estimates & Forecast by Region, 2020-2027
10. Predictive Analytics Market by Applications
10.1 Introduction
10.2 Customer Churn Rate Prevention
10.2.1 Market Estimates & Forecast, 2020-2027
10.2.2 Market Estimates & Forecast by Region, 2020-2027
10.3 Risk Assessment
10.3.1 Market Estimates & Forecast, 2020-2027
10.3.2 Market Estimates & Forecast by Region, 2020-2027
10.4 Customer Analysis
10.4.1 Market Estimates & Forecast, 2020-2027
10.4.2 Market Estimates & Forecast by Region, 2020-2027
10.5 Sales Forecasting
10.5.1 Market Estimates & Forecast, 2020-2027
10.5.2 Market Estimates & Forecast by Region, 2020-2027
10.6 Market Analysis
10.6.1 Market Estimates & Forecast, 2020-2027
10.6.2 Market Estimates & Forecast by Region, 2020-2027
10.7 Financial Modelling
10.7.1 Market Estimates & Forecast, 2020-2027
10.7.2 Market Estimates & Forecast by Region, 2020-2027
10.8 Others
10.8.1 Market Estimates & Forecast, 2020-2027
10.8.2 Market Estimates & Forecast by Region, 2020-2027
11. Predictive Analytics Market by Vertical
11.1 Introduction
11.2 BFSI
11.2.1 Market Estimates & Forecast, 2020-2027
11.2.2 Market Estimates & Forecast by Region, 2020-2027
11.3 It & Telecommunication
11.3.1 Market Estimates & Forecast, 2020-2027
11.3.2 Market Estimates & Forecast by Region, 2020-2027
11.4 Retail & Ecommerce
11.4.1 Market Estimates & Forecast, 2020-2027
11.4.2 Market Estimates & Forecast by Region, 2020-2027
11.5 Manufacturing
11.5.1 Market Estimates & Forecast, 2020-2027
11.5.2 Market Estimates & Forecast by Region, 2020-2027
11.6 Healthcare
11.6.1 Market Estimates & Forecast, 2020-2027
11.6.2 Market Estimates & Forecast by Region, 2020-2027
11.7 Transportation & Logistics
11.7.1 Market Estimates & Forecast, 2020-2027
11.7.2 Market Estimates & Forecast by Region, 2020-2027
11.8 Government & Defense
11.8.1 Market Estimates & Forecast, 2020-2027
11.8.2 Market Estimates & Forecast by Region, 2020-2027
11.9 Others
11.9.1 Market Estimates & Forecast, 2020-2027
11.9.2 Market Estimates & Forecast by Region, 2020-2027
12. Predictive Analytics Market by Region
12.1 Introduction
12.2 North America
12.2.1 Market Estimates & Forecast by Country, 2020-2027
12.2.2 Market Estimates & Forecast by Deployment, 2020-2027
12.2.3 Market Estimates & Forecast by Organization size, 2020-2027
12.2.4 Market Estimates & Forecast by Techniques, 2020-2027
12.2.5 Market Estimates & Forecast by Applications, 2020-2027
12.2.6 Market Estimates & Forecast by Vertical, 2020-2027
12.2.7 US
12.2.7.1 Market Estimates & Forecast by Deployment, 2020-2027
12.2.7.2 Market Estimates & Forecast by Organization size, 2020-2027
12.2.7.3 Market Estimates & Forecast by Techniques, 2020-2027
12.2.7.4 Market Estimates & Forecast by Applications, 2020-2027
12.2.7.5 Market Estimates & Forecast by Vertical, 2020-2027
12.2.8 Mexico
12.2.8.1 Market Estimates & Forecast by Deployment, 2020-2027
12.2.8.2 Market Estimates & Forecast by Organization size, 2020-2027
12.2.8.3 Market Estimates & Forecast by Techniques, 2020-2027
12.2.8.4 Market Estimates & Forecast by Applications, 2020-2027
12.2.8.5 Market Estimates & Forecast by Vertical, 2020-2027
12.2.9 Canada
12.2.9.1 Market Estimates & Forecast by Deployment, 2020-2027
12.2.9.2 Market Estimates & Forecast by Organization size, 2020-2027
12.2.9.3 Market Estimates & Forecast by Techniques, 2020-2027
12.2.9.4 Market Estimates & Forecast by Applications, 2020-2027
12.2.9.5 Market Estimates & Forecast by Vertical, 2020-2027
12.3 Europe
12.3.1 Market Estimates & Forecast by Country, 2020-2027
12.3.2 Market Estimates & Forecast by Deployment, 2020-2027
12.3.3 Market Estimates & Forecast by Organization size, 2020-2027
12.3.4 Market Estimates & Forecast by Techniques, 2020-2027
12.3.5 Market Estimates & Forecast by Applications, 2020-2027
12.3.6 Market Estimates & Forecast by Vertical, 2020-2027
12.3.7 Germany
12.3.7.1 Market Estimates & Forecast by Deployment, 2020-2027
12.3.7.2 Market Estimates & Forecast by Organization size, 2020-2027
12.3.7.3 Market Estimates & Forecast by Techniques, 2020-2027
12.3.7.4 Market Estimates & Forecast by Applications, 2020-2027
12.3.7.5 Market Estimates & Forecast by Vertical, 2020-2027
12.3.8 France
12.3.8.1 Market Estimates & Forecast by Deployment, 2020-2027
12.3.8.2 Market Estimates & Forecast by Organization size, 2020-2027
12.3.8.3 Market Estimates & Forecast by Techniques, 2020-2027
12.3.8.4 Market Estimates & Forecast by Applications, 2020-2027
12.3.8.5 Market Estimates & Forecast by Vertical, 2020-2027
12.3.9 UK
12.3.9.1 Market Estimates & Forecast by Deployment, 2020-2027
12.3.9.2 Market Estimates & Forecast by Organization size, 2020-2027
12.3.9.3 Market Estimates & Forecast by Techniques, 2020-2027
12.3.9.4 Market Estimates & Forecast by Applications, 2020-2027
12.3.9.5 Market Estimates & Forecast by Vertical, 2020-2027
12.3.10 Rest of Europe
12.3.10.1 Market Estimates & Forecast by Deployment, 2020-2027
12.3.10.2 Market Estimates & Forecast by Organization size, 2020-2027
12.3.10.3 Market Estimates & Forecast by Techniques, 2020-2027
12.3.10.4 Market Estimates & Forecast by Applications, 2020-2027
12.3.10.5 Market Estimates & Forecast by Vertical, 2020-2027
12.4 Asia-Pacific
12.4.1 Market Estimates & Forecast by Country, 2020-2027
12.4.2 Market Estimates & Forecast by Deployment, 2020-2027
12.4.3 Market Estimates & Forecast by Organization size, 2020-2027
12.4.4 Market Estimates & Forecast by Techniques, 2020-2027
12.4.5 Market Estimates & Forecast by Applications, 2020-2027
12.4.6 Market Estimates & Forecast by Vertical, 2020-2027
12.4.7 China
12.4.7.1 Market Estimates & Forecast by Deployment, 2020-2027
12.4.7.2 Market Estimates & Forecast by Organization size, 2020-2027
12.4.7.3 Market Estimates & Forecast by Techniques, 2020-2027
12.4.7.4 Market Estimates & Forecast by Applications, 2020-2027
12.4.7.5 Market Estimates & Forecast by Vertical, 2020-2027
12.4.8 India
12.4.8.1 Market Estimates & Forecast by Deployment, 2020-2027
12.4.8.2 Market Estimates & Forecast by Organization size, 2020-2027
12.4.8.3 Market Estimates & Forecast by Techniques, 2020-2027
12.4.8.4 Market Estimates & Forecast by Applications, 2020-2027
12.4.8.5 Market Estimates & Forecast by Vertical, 2020-2027
12.4.9 Japan
12.4.9.1 Market Estimates & Forecast by Deployment, 2020-2027
12.4.9.2 Market Estimates & Forecast by Organization size, 2020-2027
12.4.9.3 Market Estimates & Forecast by Techniques, 2020-2027
12.4.9.4 Market Estimates & Forecast by Applications, 2020-2027
12.4.9.5 Market Estimates & Forecast by Vertical, 2020-2027
12.4.10 Rest of Asia-Pacific
12.4.10.1 Market Estimates & Forecast by Deployment, 2020-2027
12.4.10.2 Market Estimates & Forecast by Organization size, 2020-2027
12.4.10.3 Market Estimates & Forecast by Techniques, 2020-2027
12.4.10.4 Market Estimates & Forecast by Applications, 2020-2027
12.4.10.5 Market Estimates & Forecast by Vertical, 2020-2027
12.5 Rest of the World
12.5.1 Market Estimates & Forecast by Country, 2020-2027
12.5.2 Market Estimates & Forecast by Deployment, 2020-2027
12.5.3 Market Estimates & Forecast by Organization size, 2020-2027
12.5.4 Market Estimates & Forecast by Techniques, 2020-2027
12.5.5 Market Estimates & Forecast by Applications, 2020-2027
12.5.6 Market Estimates & Forecast by Vertical, 2020-2027
12.5.7 Middle East & Africa
12.5.7.1 Market Estimates & Forecast by Deployment, 2020-2027
12.5.7.2 Market Estimates & Forecast by Organization size, 2020-2027
12.5.7.3 Market Estimates & Forecast by Techniques, 2020-2027
12.5.7.4 Market Estimates & Forecast by Applications, 2020-2027
12.5.7.5 Market Estimates & Forecast by Vertical, 2020-2027
12.5.8 Latin Countries
12.5.8.1 Market Estimates & Forecast by Deployment, 2020-2027
12.5.8.2 Market Estimates & Forecast by Organization size, 2020-2027
12.5.8.3 Market Estimates & Forecast by Techniques, 2020-2027
12.5.8.4 Market Estimates & Forecast by Applications, 2020-2027
12.5.8.5 Market Estimates & Forecast by Vertical, 2020-2027
12. Company Profiles
12.1 IBM Corporation
12.1.1 Company Overview
12.1.2 Product/Business Segment Overview
12.1.3 Financial Updates
12.1.4 Key Developments
12.2 SAS Institute Inc.
12.2.1 Company Overview
12.2.2 Product/Business Segment Overview
12.2.3 Financial Updates
12.2.4 Key Developments
12.3 SAP SE
12.3.1 Company Overview
12.3.2 Product/Business Segment Overview
12.3.3 Financial Updates
12.3.4 Key Developments
12.4 Microsoft Corporation
12.4.1 Company Overview
12.4.2 Product/Business Segment Overview
12.4.3 Financial Updates
12.4.4 Key Developments
12.5 Oracle Corporation
12.5.1 Company Overview
12.5.2 Product/Business Segment Overview
12.5.3 Financial Updates
12.5.4 Key Developments
12.6 Tibco Software
12.6.1 Company Overview
12.6.2 Product/Business Segment Overview
12.6.3 Financial Updates
12.6.4 Key Developments
12.7 Angoss Software Corporation
12.7.1 Company Overview
12.7.2 Product/Business Segment Overview
12.7.3 Financial Updates
12.7.4 Key Developments
12.8 Tableu Software Inc.
12.8.1 Company Overview
12.8.2 Product/Business Segment Overview
12.8.3 Financial Updates
12.8.4 Key Developments
12.9 Rapidminer Inc.
12.9.1 Company Overview
12.9.2 Product/Business Segment Overview
12.9.3 Financial Updates
12.9.4 Key Developments
12.10 NTT Data Corporation
12.10.1 Company Overview
12.10.2 Product/Business Segment Overview
12.10.3 Financial Updates
12.10.4 Key Developments
12.11 Fair Isaac Corporation
12.11.1 Company Overview
12.11.2 Product/Business Segment Overview
12.11.3 Financial Updates
12.11.4 Key Developments
12.12 Radius Intelligence Inc.
12.12.1 Company Overview
12.12.2 Product/Business Segment Overview
12.12.3 Financial Updates
12.12.4 Key Developments
12.13 Ignite Technologies, Inc.
12.13.1 Company Overview
12.13.2 Product/Business Segment Overview
12.13.3 Financial Updates
12.13.4 Key Developments
12.14 Dundas Data Visualization, Inc.
12.14.1 Company Overview
12.14.2 Product/Business Segment Overview
12.14.3 Financial Updates
12.14.4 Key Developments
12.15 BOARD International
12.15.1 Company Overview
12.15.2 Product/Business Segment Overview
12.15.3 Financial Updates
12.15.4 Key Developments
13 Conclusion
β
LIST OF TABLES
Table1 Global Predictive Analytics Market, by Country, 2020β2027
Table2 North America: Predictive Analytics Market, by Country, 2020β2027
Table3 Europe: Predictive Analytics Market, by Country, 2020β2027
Table4 Asia-Pacific: Predictive Analytics Market, by Country, 2020β2027
Table5 North America: Predictive Analytics Market, by Country
Table6 North America: Predictive Analytics Market, by Deployment
Table7 North America: Predictive Analytics Market, by Organization size
Table8 North America: Predictive Analytics Market, by Techniques
Table9 North America: Predictive Analytics Market, by Application
Table10 North America: Predictive Analytics Market, by Vertical
Table11 Europe: Predictive Analytics Market, by Country
Table12 Europe: Predictive Analytics Market, by Deployment
Table13 Europe: Predictive Analytics Market, by Organization size
Table14 Europe: Predictive Analytics Market, by Techniques
Table15 Europe: Predictive Analytics Market, by Application
Table16 Europe: Predictive Analytics Market, by Vertical
Table17 Asia-Pacific: Predictive Analytics Market, by Country
Table18 Asia-Pacific: Predictive Analytics Market, by Deployment
Table19 Asia-Pacific: Predictive Analytics Market, by Organization size
Table20 Asia-Pacific: Predictive Analytics Market, by Techniques
Table21 Asia-Pacific: Predictive Analytics Market, by Application
Table22 Asia-Pacific: Predictive Analytics Market, by Vertical
Table23 Middle East & Africa: Predictive Analytics Market, by Deployment
Table24 Middle East & Africa: Predictive Analytics Market, by Organization size
Table25 Middle East & Africa: Predictive Analytics Market, by Techniques
Table26 Middle East & Africa: Predictive Analytics Market, by Application
Table27 Middle East & Africa: Predictive Analytics Market, by Vertical
Table28 Latin America: Predictive Analytics Market, by Deployment
Table29 Latin America: Predictive Analytics Market, by Organization size
Table30 Latin America: Predictive Analytics Market, by Techniques
Table31 Latin America: Predictive Analytics Market, by Application
Table32 Latin America: Predictive Analytics Market, by Vertical
LIST OF FIGURES
FIGURE 1 Global Predictive Analytics Market Segmentation
FIGURE 2 Forecast Methodology
FIGURE 3 Porterβs Five Forces Analysis of Global Predictive Analytics Market
FIGURE 4 Value Chain of Global Predictive Analytics Market
FIGURE 5 Share of Predictive Analytics Market in 2020, by country (in %)
FIGURE 6 Global Predictive Analytics Market, 2020β2027
FIGURE 7 Global Predictive Analytics Market Size by Deployment, 2020β2027
FIGURE 8 Share of Global Predictive Analytics Market by Deployment, (in %)
FIGURE 7 Global Predictive Analytics Market Size by Organization size, 2020β2027
FIGURE 8 Share of Global Predictive Analytics Market by Organization size, (in %)
FIGURE 10 Global Predictive Analytics Market Size by Techniques, 2020β2027
FIGURE 12 Share of Global Predictive Analytics Market by Techniques, (in %)
FIGURE 10 Global Predictive Analytics Market Size by Application, 2020β2027
FIGURE 12 Share of Global Predictive Analytics Market by Application, (in %)
FIGURE 10 Global Predictive Analytics Market Size by Vertical, 2020β2027
FIGURE 12 Share of Global Predictive Analytics Market by Vertical, (in %)
$13 billion
21 %
North America
2020-2027
It has been expected that globally the market has occupied a market value of about USD 13 billion during the market forecast period where it occupied a CAGR value of 21 percent. Analyses up of historical and present documents and predicting future events symbolize the importance of having ideas about predictive analytics. Along with analyses, the prediction about the events gives out the best solutions thus supporting the vector machines, providing a good recommendation about the bayesian system along with deep neural networking systems.
The key players have carried out certain organic along with inorganic growth strategies which include the launching of new products, upgrading the product, merging, acquisitions and expansion has helped in strengthening up the business.
The outbreak of COVID has deteriorated the market and has hampered the market growth and its business. It also hurts the economic condition of the analytics industry thus affecting the living of the masses. It has hindered the approaches so made by the enterprises for the development of their businesses. The efforts so taken by the large and small enterprises to sustain the present situation have passed a new normal life for them. A shift in their focus from the growing driving opportunities and majorly focussing on implementing certain measures for mitigating the spread of COVID. Owing to the present scenario, some of the analytics projects are on hold. The majority of companies are facing competition to gain a very simple project.
Certain practices so imposed by the government as work from home and social distancing are improving the requirement of remote health monitoring up of the infected people. Adopting smart payment technologies, and developing certain digital infrastructure for the deployment of technology. This pandemic in fact brought security concerns due to some connectivity issues.
During the predictive analytics market forecast period, it has been marked that the predictive market has attained certain influential growth. The market has been extended into the region of North America, some of the European region, Asia Pacific, and some regions present in the rest of the world. It has been marked that the North American region has dominated the whole of the world. Some of the competitors in the market are trying to launch certain solutions as per the new technological growth and development. The region of Asia Pacific has been marked to be the fastest growing marketing segment where actual government support has been imposed on certain small enterprises. In certain countries of Japan, China and India some of the other areas have led them to raise their certain operational performance for the development of the analytic market.
Some of the key players operating in the predictive analytics market are SAS Institute Inc. of the United States, Oracle Corporation of the United States, Microsoft Corporation of the United States, SAP SE of Germany, Tibco Software Inc. of the United States, IBM Corporation of the United States, Tableau Software of the United States, Dundas Data Visualisation Inc. of Canada, NTT Data Corporation of Japan, Rapidminer inc. of the United States, Radius Intellegence Inc. of the United States, BOARD International of Switzerland, Agnoss Software Corporation of Canada, Ignite Technologies Inc. of the United States, and Fair Issac Corporation of the United States.
From the predictive analytics market analysis, it has been found that the report signifies the segments and their sub-segments. The report aims at estimating the growing market size and signifies the influential performance of the market. It gives an in-depth study about the competitive analysis of the competitors emerging in the whole of the industry along with their profiles, the key observations concerning the product, and their offerings. It signifies the marketing strategies so being carried out and the recent development so being done for improving the economic conditions of the market. The report gives information about the new entrants in the market and the closest approximations about the revenue members. It kept the stakeholders under the competitive scenario thus helping them gain insights about attaining a better position in the market. It provides ideas about the drivers, restraints, some of the opportunities, and the challenges.
Frequently Asked Questions (FAQ) :
The predictive analysis market is poised to register 21% CAGR.
The size of the predictive analysis market is poised to reach USD 13 Bn by 2023.
Lack of awareness about the benefits is poised to pose challenge to market expansion.
Based on technique, the segments of the predictive analysis market are support vector machines (SVMs), deep neural networks, bayesian recommendation system, and others.
The major participants of the predictive analysis market are SAS Institute Inc. (US), Tibco Software Inc. (US), Microsoft Corporation (US), Tableu Software (US), Radius Intelligence Inc. (US), NTT Data Corporation (Japan), Dundas Data Visualization, Inc. (Canada), SAP SE (Germany), IBM Corporation (US), and Oracle Corporation (US).