Predictive Analytics Market by Software Solutions (Data Mining & Management, Decision Support Systems, Fraud & Security Intelligence, Financial Intelligence, Customer Intelligence and Others) Analysis And Forecast by 2022

Predictive Analytics Market by Software Solutions (Data Mining & Management, Decision Support Systems, Fraud & Security Intelligence, Financial Intelligence, Customer Intelligence and Others) Analysis And Forecast by 2022

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According to the report, the global predictive analytics market was valued at approximately USD 3.49 billion in 2016 and is expected to reach approximately USD 10.95 billion by 2022, growing at a CAGR of around 21% between 2016 and 2022. Predictive analytics explores large quantities of data and past events to identify patterns and build forecasts about future events. It is a set of different techniques and technologies that cover machine learning capabilities and improved big data aggregation technologies. Predictive analytics helps to solve real world’s problems in economics, business, government, and others. It is widely used in different sectors like BFSI, IT, telecommunication, retail, healthcare, food & beverage and government. Predictive analytics process includes data collection, data mining, statistics, modeling, deployment, and monitoring. This is used in customer relationship management, health care, collection analytics, cross-sell, fraud detection, risk management, direct marketing, underwriting, and others.

 

According to the report, the global predictive analytics market was valued at approximately USD 3.49 billion in 2016 and is expected to reach approximately USD 10.95 billion by 2022, growing at a CAGR of around 21% between 2016 and 2022.

Predictive analytics is the advanced form of analysis which is used to predict future events. It takes new and historical data to identify patterns and forecast future activity, behavior, and trends. It uses many techniques like data mining, statistical algorithms, machine learning and artificial intelligence to identify the likelihood of future outcomes based on historical data. In business, predictive analytics models explore patterns found in transactional data to identify risk and opportunity for future. These models capture relationships among many factors to allow assessment of risk or potential associated with a particular set of conditions, guiding decision-making for candidate transactions.

Predictive analytics helps in the optimization of the marketing campaigns and understanding the customer behavior for boosting the end-user response. Predictive analytics have been adopted by many industries such as BFSI, IT, telecommunication, retail, healthcare, food & beverage and government to survive in an era of cut throat competition.Across different end-use sectors, banking and financial services, government and insurance emerged as leading markets. The banking sector is data intensive with massive and unused credit and ATM processing data. Financial institutions and banks are increasingly adopting inventive models of proactive risk management such as predictive analytics. Different application areas for predictive analytics include sales and marketing, customer & channel, finance & risk and others. Finance & risk emerged as largest application segment with over 40% market share of total revenue generated in 2016. This is due to benefits of predictive analytics model for analyzing fraud vulnerabilities and security breach.

Global-Predictive-Analytics-Market

Constant technology changes, high competition, and artificial intelligence are the key drivers of predictive analytics market. The other drivers have increased usage of Big Data and cloud by organizations and growing need for product differentiation driving introduction and adoption of new technologies.As a result, predictive analytics market is anticipated to emerge as the very profitable market in near future.

North America leads the predictive analysis market due to technological advancements, followed by Europe and APAC on account of increasing awareness. Key application markets covered under this study includes customer & channel, sales and marketing, finance & risk and others.

Every business models follow the different pattern and predictive analytics understand each pattern and accordingly predict the result. The task is to convert the inconsistency into a consistent result.Major players in predictive analytics market offering services and solutions globally are Tableau Software Inc., Information Builders, Fair Isaac Corporation (FICO), and TIBCO Software Inc SAS Institute, Teradata Corporation, Acxiom Corporation, SAP SE, Microsoft Corporation, IBM Corporation and others.

  • Chapter 1. Introduction
    • 1.1. Report description and scope
    • 1.2. Research scope
    • 1.3. Research methodology
      • 1.3.1. Market research process
      • 1.3.2. Market research methodology
  • Chapter 2. Executive Summary
    • 2.1. Global market revenue, 2016 – 2022 (USD billion)
    • 2.2. Global predictive analytics market: Snapshot
  • Chapter 3. Predictive Analytics market – Global and Industry Analysis
    • 3.1. Predictive analytics: Market dynamics
    • 3.2. Value chain analysis
    • 3.3. Market drivers
      • 3.3.1. Drivers of global predictive analytics market: Impact analysis
      • 3.3.2. Technological advancement
      • 3.3.3. Strong demand from enterprises and business
    • 3.4. Market restraints
      • 3.4.1. Restraints of global predictive analytics market: Impact analysis
      • 3.4.2. Complex process and scarcity of expertise
    • 3.5. Opportunities
      • 3.5.1. Rising demand from developing countries
    • 3.6. Porter’s five forces analysis
    • 3.7. Market Attractiveness Analysis
      • 3.7.1. Market attractiveness analysis by delivery mode segment
      • 3.7.2. Market attractiveness analysis by software solutions segment
      • 3.7.3. Market attractiveness analysis by End-usersegment
      • 3.7.4. Market attractiveness analysis by application segment
      • 3.7.5. Market attractiveness analysis by regional segment
  • Chapter 4. Global Predictive analytics market – Competitive Landscape
    • 4.1. Company market share, 2016
  • Chapter 5. Global Predictive Analytics Market – Delivery Mode Segment Analysis
    • 5.1. Global predictive analytics market: delivery mode overview
      • 5.1.1. Global predictive analytics market revenue share, by delivery mode, 2016 – 2022
    • 5.2. Cloud based technology
      • 5.2.1. Global cloud based predictive analytics market, 2016 – 2022 (USD Billion)
    • 5.3. On-premises installation
      • 5.3.1. Global on-premises predictive analytics market, by delivery mode, 2016 – 2022 (USD Billion)
  • Chapter 6. Global Predictive Analytics Market – Software Solutions Segment Analysis
    • 6.1. Global predictive analytics market: software solutions overview
      • 6.1.1. Global predictive analytics market revenue share, by software solutions, 2016 – 2022
    • 6.2. Decision support systems
      • 6.2.1. Global predictive analytics market, by decision support systems, 2016 – 2022 (USD Billion)
    • 6.3. Customer intelligence
      • 6.3.1. Global customer intelligence market, by customer intelligence, 2016 – 2022 (USD Billion)
    • 6.4. Data mining & management
      • 6.4.1. Global data mining & management market, by data mining & management, 2016 – 2022 (USD Billion)
    • 6.5. Fraud & security intelligence
      • 6.5.1. Global Fraud & security intelligence market, by fraud & security intelligence, 2016 – 2022 (USD Billion)
    • 6.6. Financial intelligence
      • 6.6.1. Global financial intelligence systems market, by financial intelligence, 2016-2022 (USD Billion)
    • 6.7. Others
      • 6.7.1. Global other predictive analytics market, by others, 2016-2022 (USD Billion)
  • Chapter 7. Global Predictive Analytics market – End-user Segment Analysis
    • 7.1. Global predictive analytics market: End-user overview
      • 7.1.1. Global predictive analytics market revenue share by end-user, 2016-2022
    • 7.2. Banking, financial services & insurance (BFSI)
      • 7.2.1. Global predictive analytics market for banking, financial services & insurance (BFSI), 2016-2022 (USD Million)
    • 7.3. Government, public administration & utilities
      • 7.3.1. Global predictive analytics market for government, public administration & utilities, 2016-2022 (USD Million)
    • 7.4. Telecom and IT
      • 7.4.1. Global predictive analytics market for telecom and IT, 2016-2022 (USD Million)
    • 7.5. Transportation & logistics
      • 7.5.1. Global predictive analytics market transportation & logistics, 2016-2022 (USD Million)
    • 7.6. Healthcare
      • 7.6.1. Global predictive analytics market for healthcare, 2016-2022 (USD Million)
    • 7.7. Others
      • 7.7.1. Global predictive analytics market for other End-user industries, 2016-2022 (USD Million)
  • Chapter 8. Global Predictive Analytics market – Application Segment Analysis
    • 8.1. Global predictive analytics market: Application overview
      • 8.1.1. Global predictive analytics market revenue share by application, 2016 – 2022
    • 8.2. Sales & marketing
      • 8.2.1. Global predictive analytics market for sales and marketing, 2016-2022 (USD million)
    • 8.3. Customer & channel
      • 8.3.1. Global predictive analytics market for customer and channel, 2016-2022 (USD Million)
    • 8.4. Finance and risk
      • 8.4.1. Global predictive analytics market for finance and risk, 2016-2022 (USD Million)
    • 8.5. Others
      • 8.5.1. Global predictive analytics market for other application, 2016-2022 (USD Million)
  • Chapter 9. Global Predictive Analytics market – Regional Segment Analysis
    • 9.1. Global predictive analytics market: Regional overview
      • 9.1.1. Global predictive analytics market revenue share by region, 2016 – 2020
    • 9.2. North America
      • 9.2.1. North America predictive analytics market revenue, by delivery mode, 2016-2022 (USD Million)
      • 9.2.2. North America predictive analytics market revenue, by software solutions, 2016-2022 (USD Million)
      • 9.2.3. North America predictive analytics market revenue, by end-user, 2016-2022 (USD Million)
      • 9.2.4. North America predictive analytics market revenue, by application, 2016-2022 (USD Million)
      • 9.2.5. U.S.
        • 9.2.5.1. U.S. predictive analytics market revenue, by delivery mode, 2016-2022 (USD Million)
        • 9.2.5.2. U.S. predictive analytics market revenue, by software solutions, 2016-2022 (USD Million)
        • 9.2.5.3. U.S. predictive analytics market revenue, by end-user, 2016-2022 (USD Million)
        • 9.2.5.4. U.S. predictive analytics market revenue, by application, 2016-2022 (USD Million)
    • 9.3. Europe
      • 9.3.1. Europe predictive analytics market revenue, by a delivery mode, 2016-2022 (USD Million)
      • 9.3.2. Europe predictive analytics market revenue, by software solutions, 2016-2022 (USD Million)
      • 9.3.3. Europe predictive analytics market revenue, by end-user, 2016-2022 (USD Million)
      • 9.3.4. Europe predictive analytics market revenue, by application, 2016-2022 (USD Million)
      • 9.3.5. Germany
        • 9.3.5.1. Germany predictive analytics market revenue, by delivery mode, 2016-2022 (USD Million)
        • 9.3.5.2. Germany predictive analytics market revenue, by software solutions, 2016-2022 (USD Million)
        • 9.3.5.3. Germany predictive analytics market revenue, by end-user, 2016-2022 (USD Million)
        • 9.3.5.4. Germany predictive analytics market revenue, by application, 2016-2022 (USD Million)
      • 9.3.6. France
        • 9.3.6.1. France predictive analytics market revenue, by delivery mode, 2016-2022 (USD Million)
        • 9.3.6.2. France predictive analytics market revenue, by software solutions, 2016-2022 (USD Million)
        • 9.3.6.3. France predictive analytics market revenue, by end-user, 2016-2022 (USD Million)
        • 9.3.6.4. France predictive analytics market revenue, by application, 2016-2022 (USD Million)
      • 9.3.7. UK
        • 9.3.7.1. UK predictive analytics market revenue, by delivery mode, 2016-2022 (USD Million)
        • 9.3.7.2. UK predictive analytics market revenue, by software solutions, 2016-2022 (USD Million)
        • 9.3.7.3. UK predictive analytics market revenue, by end-user, 2016-2022 (USD Million)
        • 9.3.7.4. UK predictive analytics market revenue, by application, 2016-2022 (USD Million)
    • 9.4. Asia Pacific
      • 9.4.1. Asia Pacific predictive analytics market revenue, by delivery mode, 2016-2022 (USD Million)
      • 9.4.2. Asia Pacific predictive analytics market revenue, by software solutions, 2016-2022 (USD Million)
      • 9.4.3. Asia Pacific predictive analytics market revenue, by end-user, 2016-2022 (USD Million)
      • 9.4.4. Asia Pacific predictive analytics market revenue, by application, 2016-2022 (USD Million)
      • 9.4.5. China
        • 9.4.5.1. China predictive analytics market revenue, by delivery mode, 2016-2022 (USD Million)
        • 9.4.5.2. China predictive analytics market revenue, by software solutions, 2016-2022 (USD Million)
        • 9.4.5.3. China predictive analytics market revenue, by end-user, 2016-2022 (USD Million)
        • 9.4.5.4. China predictive analytics market revenue, by application, 2016-2022 (USD Million)
      • 9.4.6. Japan
        • 9.4.6.1. Japan predictive analytics market revenue, by delivery mode, 2016-2022 (USD Million)
        • 9.4.6.2. Japan predictive analytics market revenue, by software solutions, 2016-2022 (USD Million)
        • 9.4.6.3. Japan predictive analytics market revenue, by end-user, 2016-2022 (USD Million)
        • 9.4.6.4. Japan predictive analytics market revenue, by application, 2016-2022 (USD Million)
      • 9.4.7. India
        • 9.4.7.1. India predictive analytics market revenue, by delivery mode, 2016-2022 (USD Million)
        • 9.4.7.2. India predictive analytics market revenue, by software solutions, 2016-2022 (USD Million)
        • 9.4.7.3. India predictive analytics market revenue, by end-user, 2016-2022 (USD Million)
        • 9.4.7.4. India predictive analytics market revenue, by application, 2016-2022 (USD Million)
    • 9.5. Latin America
      • 9.5.1. Latin America predictive analytics market revenue, by delivery mode, 2016-2022 (USD Million)
      • 9.5.2. Latin America predictive analytics market revenue, by software solutions, 2016-2022 (USD Million)
      • 9.5.3. Latin America predictive analytics market revenue, by end-user, 2016-2022 (USD Million)
      • 9.5.4. Latin America predictive analytics market revenue, by application, 2016-2022 (USD Million)
      • 9.5.5. Brazil
        • 9.5.5.1. Brazil predictive analytics market revenue, by delivery mode, 2016-2022 (USD Million)
        • 9.5.5.2. Brazil predictive analytics market revenue, by software solutions, 2016-2022 (USD Million)
        • 9.5.5.3. Brazil predictive analytics market revenue, by end-user, 2016-2022 (USD Million)
        • 9.5.5.4. Brazil predictive analytics market revenue, by application, 2016-2022 (USD Million)
    • 9.6. Middle East and Africa
      • 9.6.1. Middle East and Africa predictive analytics market revenue, by delivery mode, 2016-2022 (USD Million)
      • 9.6.2. Middle East and Africa predictive analytics market revenue, by software solutions, 2016-2022 (USD Million)
      • 9.6.3. Middle East and Africa predictive analytics market revenue, by end-user, 2016-2022 (USD Million)
      • 9.6.4. Middle East and Africa predictive analytics market revenue, by end-user, 2016-2022 (USD Million)
  • Chapter 10. Company Profile
    • 10.1. Information Builders
      • 10.1.1. Overview
      • 10.1.2. Financials
      • 10.1.3. Product portfolio
      • 10.1.4. Business strategy
      • 10.1.5. Recent developments
    • 10.2. SAP AG
      • 10.2.1. Overview
      • 10.2.2. Financials
      • 10.2.3. Product portfolio
      • 10.2.4. Business strategy
      • 10.2.5. Recent developments
    • 10.3. Fair Isaac Corporation
      • 10.3.1. Overview
      • 10.3.2. Financials
      • 10.3.3. Product portfolio
      • 10.3.4. Business strategy
      • 10.3.5. Recent developments
    • 10.4. Tableau Software Inc.
      • 10.4.1. Overview
      • 10.4.2. Financials
      • 10.4.3. Product portfolio
      • 10.4.4. Business strategy
      • 10.4.5. Recent developments
    • 10.5. IBM Corporation
      • 10.5.1. Overview
      • 10.5.2. Financials
      • 10.5.3. Product portfolio
      • 10.5.4. Business strategy
      • 10.5.5. Recent developments
    • 10.6. Microsoft Corporation
      • 10.6.1. Overview
      • 10.6.2. Financials
      • 10.6.3. Product portfolio
      • 10.6.4. Business strategy
      • 10.6.5. Recent developments
    • 10.7. SAS Institute Inc
      • 10.7.1. Overview
      • 10.7.2. Financials
      • 10.7.3. Product portfolio
      • 10.7.4. Business strategy
      • 10.7.5. Recent developments
    • 10.8. TIBCO Software Inc
      • 10.8.1. Overview
      • 10.8.2. Financials
      • 10.8.3. Product portfolio
      • 10.8.4. Business strategy
      • 10.8.5. Recent developments
    • 10.9. Oracle Corporation
      • 10.9.1. Overview
      • 10.9.2. Financials
      • 10.9.3. Product portfolio
      • 10.9.4. Business strategy
      • 10.9.5. Recent developments
    • 10.10. Teradata Corporation
      • 10.10.1. Overview
      • 10.10.2. Financials
      • 10.10.3. Product portfolio
      • 10.10.4. Business strategy
      • 10.10.5. Recent developments

List of Figures

1. Predictive analytics market segmentation
2. Global predictive analytics market revenue, 2016-2022 (USD Million)
3. Predictive analytics: Market attractiveness analysis, by delivery mode segment
4. Predictive analytics: Market attractiveness analysis, by software solution segment
5. Predictive analytics: Market attractiveness analysis, by application segment
6. Predictive analytics: Market attractiveness analysis, by regional segment
7. Global predictive analytics market revenue share by delivery mode, 2016-2022
8. Global cloud based technology market, 2016-2022
9. Global On-premises installation market, 2016-2022
10. Global predictive analytics market revenue share by software solutions, 2016-2022
11. Global cloud customer intelligence market, 2016-2022
12. Global cloud decision support systems market, 2016-2022
13. Global data mining and management market, 2016-2022
14. Global fraud and security intelligence market, 2016-2022
15. Global financial intelligence market, 2016-2022
16. Global other software solutions market, 2016-2022
17. Global predictive analytics market revenue share by application, 2016-2022
18. Global predictive analytics market for sales and marketing, 2016-2022 (USD Million)
19. Global predictive analytics market for customer and channel, 2016-2022 (USD Million)
20. Global predictive analytics market for finance and risk, 2016-2022 (USD Million)
21. Global predictive analytics market for others application, 2016-2022 (USD Million)
22. Global predictive analytics market revenue share by end-user, 2016-2022
23. Global predictive analytics market for banking, financial services & insurance (BFSI), 2016-2022 (USD Million)
24. Global predictive analytics market for government, public administration & utilities, 2016-2022 (USD Million)
25. Global predictive analytics market for telecom and IT, 2016-2022 (USD Million)
26. Global predictive analytics market for transportation and logistics, 2016-2022 (USD Million)
27. Global predictive analytics market for healthcare, 2016-2022 (USD Million)
28. Global predictive analytics market for other end-users, 2016-2022 (USD Million)
29. Global predictive analytics market revenue share by region, 2016-2022


List of Tables

1. Global predictive analytics market estimates and forecast, 2016-2022 (USD Million)
2. Global predictive analytics market, by region, 2016-2022 (USD Million)
3. Global predictive analytics market, by application, 2016-2022 (USD Million)
4. Global predictive analytics market, by end-user, 2016-2022 (USD Million)
5.Predictive analytics– Key market driver analysis
6. Predictive analytics – Key market restraint analysis
7. North America predictive analytics market revenue, by application, 2016-2022 (USD Million)
8. North America predictive analytics market revenue, by end-user, 2016-2022 (USD Million)
9. U.S. predictive analytics market revenue, by application, 2016-2022 (USD Million)
10. U.S. predictive analytics market revenue, by end-user, 2016-2022 (USD Million)
11. Europe predictive analytics market revenue, by application, 2016-2022 (USD Million)
12. Europe predictive analytics market revenue, by end-user, 2016-2022 (USD Million)
13. Germany predictive analytics market revenue, by application, 2016-2022 (USD Million)
14. Germany predictive analytics market revenue, by end-user, 2016-2022 (USD Million)
15. France predictive analytics market revenue, by application, 2016-2022 (USD Million)
16. France predictive analytics market revenue, by end-user, 2016-2022 (USD Million)
17. UK predictive analytics market revenue, by application, 2016-2022 (USD Million)
18. UK predictive analytics market revenue, by end-user, 2016-2022 (USD Million)
20. Asia Pacific predictive analytics market revenue, by application, 2016-2022 (USD Million)
21. Asia Pacific predictive analytics market revenue, by end-user, 2016-2022 (USD Million)
22. China predictive analytics market revenue, by application, 2016-2022 (USD Million)
23. China predictive analytics market revenue, by end-user, 2016-2022 (USD Million)
24. Japan predictive analytics market revenue, by application, 2016-2022 (USD Million)
25. Japan predictive analytics market revenue, by end-user, 2016-2022 (USD Million)
26. India predictive analytics market revenue, by application, 2016-2022 (USD Million)
27. India predictive analytics market revenue, by end-user, 2016-2022 (USD Million)
28. Latin America predictive analytics market revenue, by application, 2016-2022 (USD Million)
29. Latin America predictive analytics market revenue, by end-user, 2016-2022 (USD Million)
30. Brazil predictive analytics market revenue, by application, 2016-2022 (USD Million)
31. Brazil predictive analytics market revenue, by end-user, 2016-2022 (USD Million)
32. Middle East and Africa predictive analytics market revenue, by application, 2016-2022 (USD Million)
33. Middle East and Africa predictive analytics market revenue, by end-user, 2016-2022 (USD Million)

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