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Predictive Analytics Market by Business Functions, Application Models, Organization Size-Global Opportunity Analysis and Industry Forecast, 2014-2022

  • ID: 5141682
  • Report
  • July 2020
  • Region: Global
  • 306 pages
  • Allied Analytics LLP

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Predictive analytics is the use of data, statistical algorithms, and machine learning techniques to detect the likelihood of future outcomes based on historical data. Predictive analytics evaluates the patterns in data to determine if those patterns are likely to emerge again, which allows investors or businesses to amend the use of their resources to take advantage of possible future events. In addition, predictive analytics uses machine learning, data mining, and different business intelligence (BI) tools to make estimations about the future market trends. The techniques of predictive analytics is essential for companies to maintain a competitive edge over others.

Increase in adoption of Big Data analytics across various industries such as BFSI, retail, and manufacturing to gain valuable insights and surge in demand for statistical analysis due to the generation of massive volume of unstructured data from the various organizations majorly drives the growth of the predictive analytics market. In addition, surge in demand for data science and predictive modeling boosts the growth of the market. However, the lack of skilled staff and high implementation cost are expected to hamper the growth of the market. Conversely, emergence of advanced technologies such as IoT and AI are expected to provide major opportunities for the growth of the predictive analytics market in the next few years.

The global predictive analytics market is segmented into component, deployment, enterprise size, industry vertical, and region. By component, it is divided into solution and services. Solution segment is further categorized into customer analytics, financial analytics, marketing, network analytics, risk analytics, supply chain analytics, web & social media analytics, and others. Depending on deployment, it is segregated into cloud and on-premises. According to enterprise size, the predictive analytics market is fragmented into large enterprises and small & medium enterprises. As per industry vertical, it is differentiated into BFSI, retail, IT & telecom, healthcare, government, manufacturing, and others. Region wise, it is analyzed across North America, Europe, Asia-Pacific, and LAMEA.

The key players operating in the global predictive analytics market analysis are Alteryx, Inc., Fair Isaac Corporation, Information Builders, International Business Machines Corporation, KNIME, Microsoft Corporation, Oracle Corporation, SAP SE, SAS Institute Inc., and TIBCO Solution Inc.

KEY BENEFITS FOR STAKEHOLDERS
  • The study provides an in-depth analysis of the global predictive analytics market along with the current & future trends to elucidate the imminent investment pockets.
  • Information about key drivers, restraints, and opportunities and their impact analyses on the market size are provided in the report.
  • Porter’s five forces analysis illustrates the potency of buyers and suppliers operating in the industry.
  • The quantitative analysis of the global predictive analytics market from 2019 to 2027 are provided to determine the market potential.
KEY MARKET SEGMENTS

By Component
  • Solution
  • Customer Analytics
  • Financial Analytics
  • Risk Analytics
  • Marketing & Sales Analytics
  • Supply Chain Analytics
  • Network Analytics
  • Web & Social Media Analytics
  • Others
  • Services
By Deployment
  • On-premise
  • Cloud
By Enterprise Size
  • Large Enterprises
  • Small & Medium Enterprises (SMEs)
By Industry Vertical
  • BFSI
  • Retail
  • IT & Telecom
  • Healthcare
  • Government
  • Manufacturing
  • Others
By Region
  • North America
  • U.S.
  • Canada
  • Europe
  • UK
  • Germany
  • France
  • Rest of Europe
  • Asia-Pacific
  • China
  • India
  • Japan
  • Australia
  • Rest of Asia-Pacific- LAMEA
  • Latin America
  • Middle East
  • Africa
KEY MARKET PLAYERS
  • Alteryx, Inc.
  • Fair Isaac Corporation
  • Information Builders
  • International Business Machines Corporation
  • KNIME
  • Microsoft Corporation
  • Oracle Corporation
  • SAP SE
  • SAS Institute Inc.
  • TIBCO Software Inc.
Note: Product cover images may vary from those shown
Chapter 1: Introduction
1.1. Report Description
1.2. Key Benefits
1.3. Key Market Segments
1.4. Research Methodology
1.4.1. Secondary Research
1.4.2. Primary Research
1.4.3. Analyst Tools & Models

Chapter 2: Executive Summary
2.1. Key Findings
2.1.1. Top Impacting Factors
2.1.2. Top Investment Pockets
2.2. CXO Perspective

Chapter 3: Market Overview
3.1. Market Definition and Scope
3.2. Porter’s Five Forces Analysis
3.2.1. Moderate -To-High Bargaining Power of Suppliers
3.2.2. Low-To-High Bargaining Power of Buyers
3.2.3. Low-To-High Threat of Substitutes
3.2.4. Low Threat of New Entrants
3.2.5. Low-To-High Competitive Rivalry
3.3. Case Studies
3.3.1. Case Study 01
3.3.2. Case Study 02
3.4. Market Dynamics
3.4.1. Drivers
3.4.1.1. Increase in the Adoption of Predictive Modeling Tools
3.4.1.2. Big Data Infrastructure Supporting Initiatives by Governments
3.4.1.3. Rise in Adoption of Big Data Technologies
3.4.2. Restraint
3.4.2.1. High Implementation Cost
3.4.2.2. Lack of Skilled Workforce
3.4.3. Opportunity
3.4.3.1. Emergence of Iot, and Ai Technologies
3.5. Impact Analysis: Covid-19 on Predictive Analytics Market
3.5.1. Impact on Market Size
3.5.2. Consumer Trends, Preferences, and Budget Impact
3.5.3. Regulatory Framework
3.5.4. Economic Impact
3.5.5. Key Player Strategies to Tackle Negative Impact
3.5.6. Opportunity Window (Due to Covid Outbreak)

Chapter 4: Predictive Analytics Market, by Component
4.1. Overview
4.2. Solution
4.2.1. Key Market Trends, Growth Factors, and Opportunities
4.2.2. Market Size and Forecast, by Region
4.2.3. Market Analysis, by Country
4.2.4. Market Size and Forecast, by Type
4.2.4.1. Customer Analytics
4.2.4.2. Financial Analytics
4.2.4.3. Risk Analytics
4.2.4.4. Marketing Analytics
4.2.4.5. Supply Chain Analytics
4.2.4.6. Network Analytics
4.2.4.7. Web & Social Media Analytics
4.2.4.8. Others
4.3. Services
4.3.1. Key Market Trends, Growth Factors, and Opportunities
4.3.2. Market Size and Forecast, by Region
4.3.3. Market Analysis, by Country

Chapter 5: Predictive Analytics Market, by Deployment
5.1. Overview
5.2. On-Premise
5.2.1. Key Market Trends, Growth Factors, and Opportunities
5.2.2. Market Size and Forecast, by Region
5.2.3. Market Analysis, by Country
5.3. Cloud
5.3.1. Key Market Trends, Growth Factors, and Opportunities
5.3.2. Market Size and Forecast, by Region
5.3.3. Market Analysis, by Country

Chapter 6: Predictive Analytics Market, by Enterprise Size
6.1. Overview
6.2. Large Enterprises
6.2.1. Key Market Trends, Growth Factors, and Opportunities
6.2.2. Market Size and Forecast, by Region
6.2.3. Market Analysis, by Country
6.3. Small & Medium Enterprises
6.3.1. Key Market Trends, Growth Factors, and Opportunities
6.3.2. Market Size and Forecast, by Region
6.3.3. Market Analysis, by Country

Chapter 7: Predictive Analytics Market, by Industry Vertical
7.1. Overview
7.2. Bfsi
7.2.1. Key Market Trends, Growth Factors, and Opportunities
7.2.2. Market Size and Forecast, by Region
7.2.3. Market Analysis, by Country
7.3. Retail
7.3.1. Key Market Trends, Growth Factors, and Opportunities
7.3.2. Market Size and Forecast, by Region
7.3.3. Market Analysis, by Country
7.4. It & Telecom
7.4.1. Key Market Trends, Growth Factors, and Opportunities
7.4.2. Market Size and Forecast, by Region
7.4.3. Market Analysis, by Country
7.5. Healthcare
7.5.1. Key Market Trends, Growth Factors, and Opportunities
7.5.2. Market Size and Forecast, by Region
7.5.3. Market Analysis, by Country
7.6. Government
7.6.1. Key Market Trends, Growth Factors, and Opportunities
7.6.2. Market Size and Forecast, by Region
7.6.3. Market Analysis, by Country
7.7. Manufacturing
7.7.1. Key Market Trends, Growth Factors, and Opportunities
7.7.2. Market Size and Forecast, by Region
7.7.3. Market Analysis, by Country
7.8. Others
7.8.1. Key Market Trends, Growth Factors, and Opportunities
7.8.2. Market Size and Forecast, by Region
7.8.3. Market Analysis, by Country

Chapter 8: Predictive Analytics Market, by Region
8.1. Overview
8.2. North America
8.2.1. Key Market Trends, Growth Factors, and Opportunities
8.2.2. Market Size and Forecast, by Component
8.2.3. Market Size and Forecast, by Deployment
8.2.4. Market Size and Forecast, by Enterprise Size
8.2.5. Market Size and Forecast, by Industry Vertical
8.2.6. Market Analysis by Country
8.2.6.1. U.S.
8.2.6.1.1. Market Size and Forecast, by Component
8.2.6.1.2. Market Size and Forecast, by Deployment
8.2.6.1.3. Market Size and Forecast, by Enterprise Size
8.2.6.1.4. Market Size and Forecast, by Industry Vertical
8.2.6.2. Canada
8.2.6.2.1. Market Size and Forecast, by Component
8.2.6.2.2. Market Size and Forecast, by Deployment
8.2.6.2.3. Market Size and Forecast, by Enterprise Size
8.2.6.2.4. Market Size and Forecast, by Industry Vertical
8.3. Europe
8.3.1. Key Market Trends, Growth Factors, and Opportunities
8.3.2. Market Size and Forecast, by Component
8.3.3. Market Size and Forecast, by Deployment
8.3.4. Market Size and Forecast, by Enterprise Size
8.3.5. Market Size and Forecast, by Industry Vertical
8.3.6. Market Analysis by Country
8.3.6.1. UK
8.3.6.1.1. Market Size and Forecast, by Component
8.3.6.1.2. Market Size and Forecast, by Type
8.3.6.1.3. Market Size and Forecast, by Deployment
8.3.6.1.4. Market Size and Forecast, by Enterprise Size
8.3.6.1.5. Market Size and Forecast, by Industry Vertical
8.3.6.2. Germany
8.3.6.2.1. Market Size and Forecast, by Component
8.3.6.2.2. Market Size and Forecast, by Deployment
8.3.6.2.3. Market Size and Forecast, by Enterprise Size
8.3.6.2.4. Market Size and Forecast, by Industry Vertical
8.3.6.3. France
8.3.6.3.1. Market Size and Forecast, by Component
8.3.6.3.2. Market Size and Forecast, by Deployment
8.3.6.3.3. Market Size and Forecast, by Enterprise Size
8.3.6.3.4. Market Size and Forecast, by Industry Vertical
8.3.6.4. Rest of Europe
8.3.6.4.1. Market Size and Forecast, by Component
8.3.6.4.2. Market Size and Forecast, by Deployment
8.3.6.4.3. Market Size and Forecast, by Enterprise Size
8.3.6.4.4. Market Size and Forecast, by Industry Vertical
8.4. Asia-Pacific
8.4.1. Key Market Trends, Growth Factors, and Opportunities
8.4.2. Market Size and Forecast, by Component
8.4.3. Market Size and Forecast, by Deployment
8.4.4. Market Size and Forecast, by Enterprise Size
8.4.5. Market Size and Forecast, by Industry Vertical
8.4.6. Market Analysis by Country
8.4.6.1. China
8.4.6.1.1. Market Size and Forecast, by Component
8.4.6.1.2. Market Size and Forecast, by Deployment
8.4.6.1.3. Market Size and Forecast, by Enterprise Size
8.4.6.1.4. Market Size and Forecast, by Industry Vertical
8.4.6.2. India
8.4.6.2.1. Market Size and Forecast, by Component
8.4.6.2.2. Market Size and Forecast, by Deployment
8.4.6.2.3. Market Size and Forecast, by Enterprise Size
8.4.6.2.4. Market Size and Forecast, by Industry Vertical
8.4.6.3. Japan
8.4.6.3.1. Market Size and Forecast, by Component
8.4.6.3.2. Market Size and Forecast, by Deployment
8.4.6.3.3. Market Size and Forecast, by Enterprise Size
8.4.6.3.4. Market Size and Forecast, by Industry Vertical
8.4.6.4. Australia
8.4.6.4.1. Market Size and Forecast, by Component
8.4.6.4.2. Market Size and Forecast, by Deployment
8.4.6.4.3. Market Size and Forecast, by Enterprise Size
8.4.6.4.4. Market Size and Forecast, by Industry Vertical
8.4.6.5. Rest of Asia-Pacific
8.4.6.5.1. Market Size and Forecast, by Component
8.4.6.5.2. Market Size and Forecast, by Deployment
8.4.6.5.3. Market Size and Forecast, by Enterprise Size
8.4.6.5.4. Market Size and Forecast, by Industry Vertical
8.5. LAMEA
8.5.1. Key Market Trends, Growth Factors, and Opportunities
8.5.2. Market Size and Forecast, by Component
8.5.3. Market Size and Forecast, by Deployment
8.5.4. Market Size and Forecast, by Enterprise Size
8.5.5. Market Size and Forecast, by Industry Vertical
8.5.6. Market Analysis by Country
8.5.6.1. Latin America
8.5.6.1.1. Market Size and Forecast, by Component
8.5.6.1.2. Market Size and Forecast, by Deployment
8.5.6.1.3. Market Size and Forecast, by Enterprise Size
8.5.6.1.4. Market Size and Forecast, by Industry Vertical
8.5.6.2. Middle East
8.5.6.2.1. Market Size and Forecast, by Component
8.5.6.2.2. Market Size and Forecast, by Deployment
8.5.6.2.3. Market Size and Forecast, by Enterprise Size
8.5.6.2.4. Market Size and Forecast, by Industry Vertical
8.5.6.3. Africa
8.5.6.3.1. Market Size and Forecast, by Component
8.5.6.3.2. Market Size and Forecast, by Deployment
8.5.6.3.3. Market Size and Forecast, by Enterprise Size
8.5.6.3.4. Market Size and Forecast, by Industry Vertical

Chapter 9: Competitive Landscape
9.1. Top Player Positioning
9.2. Competitive Dashboard
9.3. Product Heatmap
9.4. Top Winning Strategies
9.5. Key Developments
9.5.1. Partnership
9.5.2. Collaboration
9.5.3. Acquisition
9.5.4. Product Development

Chapter 10: Company Profile
10.1. Alteryx, Inc.
10.1.1. Company Overview
10.1.2. Key Executives
10.1.3. Company Snapshot
10.1.4. Product Portfolio
10.1.5. R&D Expenditure
10.1.6. Business Performance
10.1.7. Key Strategic Moves and Developments
10.2. Fair Isaac Corporation
10.2.1. Company Overview
10.2.2. Key Executives
10.2.3. Company Snapshot
10.2.4. Operating Business Segments
10.2.5. Product Portfolio
10.2.6. R&D Expenditure
10.2.7. Business Performance
10.2.8. Key Strategic Moves and Developments
10.3. Information Builders
10.3.1. Company Overview
10.3.2. Key Executives
10.3.3. Company Snapshot
10.3.4. Product Portfolio
10.3.5. Key Strategic Moves and Developments
10.4. International Business Machines Corporation
10.4.1. Company Overview
10.4.2. Key Executives
10.4.3. Company Snapshot
10.4.4. Operating Business Segments
10.4.5. Product Portfolio
10.4.6. R&D Expenditure
10.4.7. Business Performance
10.4.8. Key Strategic Moves and Developments
10.5. Knime
10.5.1. Company Overview
10.5.2. Key Executives
10.5.3. Company Snapshot
10.5.4. Product Portfolio
10.5.5. Key Strategic Moves and Developments
10.6. Microsoft Corporation
10.6.1. Company Overview
10.6.2. Key Executives
10.6.3. Company Snapshot
10.6.4. Operating Business Segments
10.6.5. Product Portfolio
10.6.6. R&D Expenditure
10.6.7. Business Performance
10.6.8. Key Strategic Moves and Developments
10.7. Oracle Corporation
10.7.1. Company Overview
10.7.2. Key Executives
10.7.3. Company Snapshot
10.7.4. Operating Business Segments
10.7.5. Product Portfolio
10.7.6. R&D Expenditure
10.7.7. Business Performance
10.7.8. Key Strategic Moves and Developments
10.8. Sap Se
10.8.1. Company Overview
10.8.2. Key Executives
10.8.3. Company Snapshot
10.8.4. Operating Business Segments
10.8.5. Product Portfolio
10.8.6. R&D Expenditure
10.8.7. Business Performance
10.8.8. Key Strategic Moves and Developments
10.9. Sas Institute Inc.
10.9.1. Company Overview
10.9.2. Key Executives.
10.9.3. Company Snapshot
10.9.4. Product Portfolio
10.9.5. Key Strategic Moves and Developments
10.10. Tibco Software Inc.
10.10.1. Company Overview
10.10.2. Key Executives
10.10.3. Company Snapshot
10.10.4. Product Portfolio
10.10.5. Key Strategic Moves and Developments
Note: Product cover images may vary from those shown

The analyst offers exhaustive research and analysis based on a wide variety of factual inputs, which largely include interviews with industry participants, reliable statistics, and regional intelligence. The in-house industry experts play an instrumental role in designing analytic tools and models, tailored to the requirements of a particular industry segment. The primary research efforts include reaching out participants through mail, tele-conversations, referrals, professional networks, and face-to-face interactions.

They are also in professional corporate relations with various companies that allow them greater flexibility for reaching out to industry participants and commentators for interviews and discussions.

They also refer to a broad array of industry sources for their secondary research, which typically include; however, not limited to:

  • Company SEC filings, annual reports, company websites, broker & financial reports, and investor presentations for competitive scenario and shape of the industry
  • Scientific and technical writings for product information and related preemptions
  • Regional government and statistical databases for macro analysis
  • Authentic news articles and other related releases for market evaluation
  • Internal and external proprietary databases, key market indicators, and relevant press releases for market estimates and forecast

Furthermore, the accuracy of the data will be analyzed and validated by conducting additional primaries with various industry experts and KOLs. They also provide robust post-sales support to clients.

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