Global Predictive Analytics Market by Component; by Deployment Mode; by Organization Size; by End User Industry; and by Region (North America, Europe, Asia Pacific, Latin America, Middle East and Africa); - Global Forecasts 2021 to 2027

The Global Predictive Analytics Market was valued at USD 7.3 Bn in 2020 and is expected to reach USD 28.5 Bn by 2027, with a growing CAGR of 21.5% during the forecast period (2021-2027).

Global Predictive Analytics Market Definition

Predictive analytics is the practice of using statistics and modeling techniques to extract information from current and historical datasets to predict potential future outcomes and trends. Predictive analytics provides various benefits such as fraud detection, risk reduction, optimizing marketing campaigns, improving decision making, and enhanced efficiency in operations among others to the organizations.

Predictive Analytics Market Size

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Global Predictive Analytics Market Dynamics

The global predictive analytics market is observed to witness a significant growth rate during the forecast period owing to increasing awareness amongst companies to use predictive analytics tools to generate extract information from current and historical datasets to predict potential future outcomes and trends. Companies in various sectors are increasingly utilizing the predictive analytics tools to derive the solutions for future with the help of large data sets generated by various industries such as healthcare, banking, finance, and others. Additionally, the rise in the investments for big data supporting initiatives by government and the big data technologies is also propelling the market growth during the forecast period.

The Global Predictive Analytics Market Segmentation:

  • By Component
    • Solutions
    • Services
  • By Deployment Mode
    • Cloud
    • On-premises
  • By Organization Size
    • Small and medium-sized enterprises (SMEs)
    • Large Enterprises
  • By End User Industry
    • BFSI
    • Manufacturing
    • Retail and e-Commerce
    • Government and Defense
    • Healthcare and Life Sciences
    • Others
  • By Region
    • Asia Pacific
    • North America
    • Latin America
    • Europe
    • Middle East & Africa

Company Profiles and Competitive Intelligence

The key players operating in the predictive analytics market are:

  1. Microsoft Corporation
  2. IBM Corporation
  3. Oracle Corporation
  4. SAP SE
  5. Google
  6. SAS Institute Inc.
  7. Hewlett Packard Enterprise Development LP
  8. Amazon Web Services, Inc.
  9. Teradata Corporation
  10. Altair Engineering, Inc.
  11. TIBCO Solution Inc.
  12. Alteryx, Inc.
  13. Fair Isaac Corporation
  14. Information Builders
  15. River Logic Inc.
  16. Angoss Software Corporation
  17. Infor Inc.
  18. KNIME AG
  19. RapidMiner
  20. Salesforce.com
  21. Domino Data Lab
  22. Information Builders
  23. NTT DATA Corporation
  24. Predixion Software
  25. QlikTech International
  26. Tableau Software, Inc.

Based on the end-user industry, the BFSI industry accounted for the largest market share in the overall predictive analytics market size owing to increased benefits provided by the predictive analytics solutions

The BFSI industry segment is anticipated to witness a significant growth rate throughout the forecast period owing to various benefits provided by the predictive analytics in insurance market. Predictive analytics improve efficiency in various branches of insurance as it improves the risk assessment and helps in better resource management. Governments across the globe are increasingly using predictive analytics to offer better and beneficial insurance targeted policies for the customers and the companies. Additionally, the predictive analytics coupled with machine learning is estimated to help governments to make suitable policies during an unprecedented event such as a pandemic.

Based on regions, the market for predictive analytics in North America is estimated to witness a significant growth rate during the forecast period owing to rising technological advancements and a strong presence of market players

Geographically, the North America held the largest market share in the year 2020 and is growing with considerable CAGR during the forecast period. North America, is primarily known as hub of data generation (usually in large quantities), is the largest market for predictive analytics solutions. The growth is attributed to the presence of various developed economies in this region includes the US, and Canada due to the rising focus on innovations obtained from R&D and various technologies.

In addition, funding provided to new entrants by venture capitalists is further expected to propel the competition in the market. Rising innovations in techniques and methods that are involved in the development of predictive analytics solutions are expected to be the major opportunity for established players. Furthermore, increase in the awareness regarding predictive analytics measures and its importance is creating a significant demand for these solutions in the market.

The report also provides an in-depth analysis of predictive analytics market dynamics such as drivers, restraints opportunities and challenges

Drivers

  • Growing adoption of business analytics and business intelligence
  • Increasing adoption of big data and other related technologies
  • Enhancement of machine learning and artificial intelligence
  • Cost benefits offered by cloud-based predictive analytics solutions

Restraints

  • Data privacy and security concerns
  • Changing regional data regulations leading to a time-consuming restructuring of predictive models

Opportunities

  • Rising internet proliferation and growing usage of connected and integrated technologies
  • Increasing demand for real-time analytical solutions to track and monitor covid-19 spread
  • Growing role of predictive analytics in achieving manufacturing excellence

Note: Challenges along with in-depth market dynamics analysis are mentioned in the report. Speak with Our Analyst

COVID-19 Impact on the Predictive Analytics Market Analysis

The global predictive analytics market has been greatly impacted by the Covid-19 pandemic. As the predictive analytics data models utilizes historical data to predict the future and deliver conclusions, however, the unusual events like pandemic and lockdowns are not taken into the study. As several industries rely on predictive analytics data for their businesses, the companies have been hampered largely owing to disruptions in data.

On the other hand, the healthcare sector is observed to increasingly use predictive analytics market to combat covid-19 pandemic. Healthcare professionals are using predictive analytics tools to study the severity of the covid infections, and the risks associated. Moreover, with the increasing spread of covid-19, several hospitals were flooded with patient volume leading to burdening on staff and lack of resources. Companies are increasingly incorporating predictive analytics tools to conflict the outbreak of covid-19. For instance, in April 2020, the Cleveland Clinic researchers developed a predictive model that helps in forecasting bed capacity, patient volume, ventilator availability, and other resources.

The report also provides an in-depth analysis of key trends in predictive analytics market

 

Sr. No. Trends Impact
1 The increasing trend of adaptive learning in the predictive analytics market is estimated to propel throughout the forecast period Positive
2 Geospatial data is becoming more popular for use in and with predictive analytics. For instance, geospatial predictive analytics is being used to predict crime and terrorism. On the business front, location-based data is starting to be used in conjunction with predictive modeling to target specific offers to customers based on where they are (i.e., traveling from work, at home) and their behavior Positive
3 The raising trend of making predictive analytics user friendly is observed during the forecast period. This includes hiding the complexity of the model building process and the data preparation process via the user interface Positive

The report also provides an in-depth analysis of recent news developments and investments

  1. In September 2021, Tesco PLC has planned to expand its cooperation with Teradata by incorporating Vantage into its data platform. Tesco may use Vantage to eliminate silos and query all their data in real time, regardless of whether it is in the cloud, multiple clouds, on-premises, or any mix thereof, to gain a comprehensive view of their business.
  2. In December 2019, Zebra Technologies, an innovator at the edge of the enterprise with solutions and partners that enable businesses to gain a performance edge, announced a successful acquisition of Profitech, Inc., a prescriptive analytics firm. The acquisition is expected to leverage Profitech’s platform to widen its relevance in retail operations with the help of Zebra tech.

The unique insight provided by this report also includes the following:

  1. In-Depth Value Chain Analysis
  2. Sector Snapshot
  3. Opportunity Mapping
  4. Key Players Positioning Matrix
  5. Strategies Adopted-Benchmarking Heat Map
  6. Market Trends
  7. Regulatory Scenario
  8. Covid-19 Impact Analysis
  9. Product Comparison
  10. Pre & Post COVID 19 Impact on Predictive analytics Market
  11. Competitive Landscape

Frequently Asked Questions (FAQs)

The global predictive analytics market was valued at USD 7.3 Bn in 2020 and is anticipated to reach USD 28.5 Bn by 2027.

The predictive analytics market is estimated to grow at a compound annual growth rate (CAGR) of 21.5% during forecast period.

In the base year 2020, North America accounted for the largest market share in the predictive analytics market.

A few key players include, but not limited to: Microsoft Corporation, IBM Corporation, Oracle Corporation, SAP SE, Google, SAS Institute Inc., Hewlett Packard Enterprise Development LP, Amazon Web Services, Inc., Teradata Corporation, Altair Engineering, Inc., TIBCO Solution Inc., Alteryx, Inc., Fair Isaac Corporation, Information Builders, River Logic Inc.

The predictive analytics market is segmented on the basis of component, deployment mode, organization size, end user industry, and region.

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  1. Introduction
    1. Product outline
    2. Predictive analytics market definition
    3. Different types of predictive analytics  
    4. Analysis of predictive analytics ecosystem
    5. Supply chain analysis
    6. Covid -19 impact
    7. Market dynamics
      1. Drivers
      2. Restraints
      3. Opportunities
      4. Threats
    8. Technology overview
  2. Technology and Regulatory Landscape for Predictive analytics    
    1. Regulations and standards
  3. Predictive analytics Market Pricing Analysis
    1. Prices of predictive analytics   
  4. Predictive analytics Market by Component
    1. Solutions
    2. Services
  5. Predictive analytics Market by Deployment Mode
    1. Cloud
    2. On-premises
  6. Predictive analytics Market by Organization Size
    1. Small and medium-sized enterprises (SMEs)
    2. Large Enterprises
  7. Predictive analytics Market by End User Industry
    1. BFSI
    2. Manufacturing
    3. Retail and e-Commerce
    4. Government and Defense
    5. Healthcare and Life Sciences
    6. Others
  8. Regional Analysis
    1. North America
      1. US
      2. Canada
      3. Mexico
    2. Europe
      1. Germany
      2. UK
      3. France
      4. Norway
      5. Italy
      6. Spain
      7. Netherlands
      8. Rest Of Europe
    3. Asia Pacific
      1. China
      2. India
      3. Japan
      4. Australia
      5. New Zealand
      6. Rest Of Asia Pacific
    4. Middle East and Africa
    5. South America
  9. Key Strategic Insights
    1. New applications
    2. Emerging technologies
    3. Opportunity mapping
    4. Critical success factors
    5. Environmental impact and sustainability issues
    6. Consumer preferences
  10. Key Market Trends / Recent Developments
  11. Competitive Scenario
    1. Competitive Strategies of Key Players
      1. Mergers and Acquisitions
      2. Investments
      3. Joint Ventures
      4. New Product launches
    2. Strength of product portfolio
    3. Ranking of Key Players
    4. Presence of players by Geographies
  12. Key Global Players
    1. Microsoft Corporation
    2. IBM Corporation
    3. Oracle Corporation
    4. SAP SE
    5. Google
    6. SAS Institute Inc.
    7. Hewlett Packard Enterprise Development LP
    8. Amazon Web Services, Inc.
    9. Teradata Corporation
    10. Altair Engineering, Inc.
    11. TIBCO Solution Inc.
    12. Alteryx, Inc.
    13. Fair Isaac Corporation
    14. Information Builders
    15. River Logic Inc.
    16. Angoss Software Corporation
    17. Infor Inc.
    18. KNIME AG
    19. RapidMiner
    20. Salesforce.com
    21. Domino Data Lab
    22. Information Builders
    23. NTT DATA Corporation
    24. Predixion Software
    25. QlikTech International
    26. Tableau Software, Inc.

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