Predictive analytics generates actionable insights from data by making estimations – based on probabilities – of a future result. However, it is vital to realize that no statistical system can "predict" the future with 100% accuracy. Predictive analysis concept are widely adopted in text and speech processing, energy forecasting, marketing, finance, operational efficiency, maintenance, image processing and computer vision sectors. Regression models, classification models, clustering models time-series models are some common predictive analytics techniques.
Prescriptive analytics varies from predictive analytics in that it not only predicts what will happen, but also gives the user with specific options and assesses which business solutions are the best based on specified criteria. A model of the business or organization is constructed using prescriptive analytics. Prescriptive analytics provides firms with advice for achieving business goals such as profit, customer satisfaction, and cost savings. Optimization technology is used in prescriptive analytics systems to answer difficult issues with millions of decision factors, constraints, and tradeoffs. Prescriptive analytics is used by companies across industries for a variety of purposes, including strategic planning, operational, and tactical actions.
The global market for Predictive and Prescriptive Analytics Software was estimated to be worth US$ million in 2023 and is forecast to a readjusted size of US$ million by 2030 with a CAGR of % during the forecast period 2024-2030.
North American market for Predictive and Prescriptive Analytics Software was valued at $ million in 2023 and will reach $ million by 2030, at a CAGR of % during the forecast period of 2024 through 2030.
Asia-Pacific market for Predictive and Prescriptive Analytics Software was valued at $ million in 2023 and will reach $ million by 2030, at a CAGR of % during the forecast period of 2024 through 2030.
Europe market for Predictive and Prescriptive Analytics Software was valued at $ million in 2023 and will reach $ million by 2030, at a CAGR of % during the forecast period of 2024 through 2030.
The global key companies of Predictive and Prescriptive Analytics Software include Microsoft, IBM, Oracle, SAP, SAS, Pegasystems, TIBCO Software, Qliktech and Tableau Software, etc. In 2023, the global five largest players hold a share approximately % in terms of revenue.
Report Scope
This report aims to provide a comprehensive presentation of the global market for Predictive and Prescriptive Analytics Software, focusing on the total sales revenue, key companies market share and ranking, together with an analysis of Predictive and Prescriptive Analytics Software by region & country, by Type, and by Application.
The Predictive and Prescriptive Analytics Software market size, estimations, and forecasts are provided in terms of sales revenue ($ millions), considering 2023 as the base year, with history and forecast data for the period from 2019 to 2030. With both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Predictive and Prescriptive Analytics Software.
Market Segmentation
By Company
Microsoft
IBM
Oracle
SAP
SAS
Pegasystems
TIBCO Software
Qliktech
Tableau Software
Board
Alteryx
TIMi
KNIME
FICO
Big Squid
H2O
DataRobot
Segment by Type:
Cloud Based
On-premises
Segment by Application
SMEs
Large Enterprises
By Region
North America
United States
Canada
Europe
Germany
France
U.K.
Italy
Russia
Asia-Pacific
China
Japan
South Korea
China Taiwan
Southeast Asia
India
Latin America
Mexico
Brazil
Argentina
Middle East & Africa
Turkey
Saudi Arabia
UAE
Chapter Outline
Chapter 1: Introduces the report scope of the report, global total market size. This chapter also provides the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by manufacturers in the industry, and the analysis of relevant policies in the industry.
Chapter 2: Detailed analysis of Predictive and Prescriptive Analytics Software manufacturers competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
Chapter 3: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 4: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 5: Revenue of Predictive and Prescriptive Analytics Software in regional level. It provides a quantitative analysis of the market size and development potential of each region and introduces the market development, future development prospects, market space, and market size of each country in the world.
Chapter 6: Revenue of Predictive and Prescriptive Analytics Software in country level. It provides sigmate data by Type, and by Application for each country/region.
Chapter 7: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product revenue, gross margin, product introduction, recent development, etc.
Chapter 8: Analysis of industrial chain, including the upstream and downstream of the industry.
Chapter 9: Conclusion.
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1 Market Overview
1.1 Predictive and Prescriptive Analytics Software Product Introduction
1.2 Global Predictive and Prescriptive Analytics Software Market Size Forecast
1.3 Predictive and Prescriptive Analytics Software Market Trends & Drivers
1.3.1 Predictive and Prescriptive Analytics Software Industry Trends
1.3.2 Predictive and Prescriptive Analytics Software Market Drivers & Opportunity
1.3.3 Predictive and Prescriptive Analytics Software Market Challenges
1.3.4 Predictive and Prescriptive Analytics Software Market Restraints
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Competitive Analysis by Company
2.1 Global Predictive and Prescriptive Analytics Software Players Revenue Ranking (2023)
2.2 Global Predictive and Prescriptive Analytics Software Revenue by Company (2019-2024)
2.3 Key Companies Predictive and Prescriptive Analytics Software Manufacturing Base Distribution and Headquarters
2.4 Key Companies Predictive and Prescriptive Analytics Software Product Offered
2.5 Key Companies Time to Begin Mass Production of Predictive and Prescriptive Analytics Software
2.6 Predictive and Prescriptive Analytics Software Market Competitive Analysis
2.6.1 Predictive and Prescriptive Analytics Software Market Concentration Rate (2019-2024)
2.6.2 Global 5 and 10 Largest Companies by Predictive and Prescriptive Analytics Software Revenue in 2023
2.6.3 Global Top Companies by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Predictive and Prescriptive Analytics Software as of 2023)
2.7 Mergers & Acquisitions, Expansion
3 Segmentation by Type
3.1 Introduction by Type
3.1.1 Cloud Based
3.1.2 On-premises
3.2 Global Predictive and Prescriptive Analytics Software Sales Value by Type
3.2.1 Global Predictive and Prescriptive Analytics Software Sales Value by Type (2019 VS 2023 VS 2030)
3.2.2 Global Predictive and Prescriptive Analytics Software Sales Value, by Type (2019-2030)
3.2.3 Global Predictive and Prescriptive Analytics Software Sales Value, by Type (%) (2019-2030)
4 Segmentation by Application
4.1 Introduction by Application
4.1.1 SMEs
4.1.2 Large Enterprises
4.2 Global Predictive and Prescriptive Analytics Software Sales Value by Application
4.2.1 Global Predictive and Prescriptive Analytics Software Sales Value by Application (2019 VS 2023 VS 2030)
4.2.2 Global Predictive and Prescriptive Analytics Software Sales Value, by Application (2019-2030)
4.2.3 Global Predictive and Prescriptive Analytics Software Sales Value, by Application (%) (2019-2030)
5 Segmentation by Region
5.1 Global Predictive and Prescriptive Analytics Software Sales Value by Region
5.1.1 Global Predictive and Prescriptive Analytics Software Sales Value by Region: 2019 VS 2023 VS 2030
5.1.2 Global Predictive and Prescriptive Analytics Software Sales Value by Region (2019-2024)
5.1.3 Global Predictive and Prescriptive Analytics Software Sales Value by Region (2025-2030)
5.1.4 Global Predictive and Prescriptive Analytics Software Sales Value by Region (%), (2019-2030)
5.2 North America
5.2.1 North America Predictive and Prescriptive Analytics Software Sales Value, 2019-2030
5.2.2 North America Predictive and Prescriptive Analytics Software Sales Value by Country (%), 2023 VS 2030
5.3 Europe
5.3.1 Europe Predictive and Prescriptive Analytics Software Sales Value, 2019-2030
5.3.2 Europe Predictive and Prescriptive Analytics Software Sales Value by Country (%), 2023 VS 2030
5.4 Asia Pacific
5.4.1 Asia Pacific Predictive and Prescriptive Analytics Software Sales Value, 2019-2030
5.4.2 Asia Pacific Predictive and Prescriptive Analytics Software Sales Value by Country (%), 2023 VS 2030
5.5 South America
5.5.1 South America Predictive and Prescriptive Analytics Software Sales Value, 2019-2030
5.5.2 South America Predictive and Prescriptive Analytics Software Sales Value by Country (%), 2023 VS 2030
5.6 Middle East & Africa
5.6.1 Middle East & Africa Predictive and Prescriptive Analytics Software Sales Value, 2019-2030
5.6.2 Middle East & Africa Predictive and Prescriptive Analytics Software Sales Value by Country (%), 2023 VS 2030
6 Segmentation by Key Countries/Regions
6.1 Key Countries/Regions Predictive and Prescriptive Analytics Software Sales Value Growth Trends, 2019 VS 2023 VS 2030
6.2 Key Countries/Regions Predictive and Prescriptive Analytics Software Sales Value
6.3 United States
6.3.1 United States Predictive and Prescriptive Analytics Software Sales Value, 2019-2030
6.3.2 United States Predictive and Prescriptive Analytics Software Sales Value by Type (%), 2023 VS 2030
6.3.3 United States Predictive and Prescriptive Analytics Software Sales Value by Application, 2023 VS 2030
6.4 Europe
6.4.1 Europe Predictive and Prescriptive Analytics Software Sales Value, 2019-2030
6.4.2 Europe Predictive and Prescriptive Analytics Software Sales Value by Type (%), 2023 VS 2030
6.4.3 Europe Predictive and Prescriptive Analytics Software Sales Value by Application, 2023 VS 2030
6.5 China
6.5.1 China Predictive and Prescriptive Analytics Software Sales Value, 2019-2030
6.5.2 China Predictive and Prescriptive Analytics Software Sales Value by Type (%), 2023 VS 2030
6.5.3 China Predictive and Prescriptive Analytics Software Sales Value by Application, 2023 VS 2030
6.6 Japan
6.6.1 Japan Predictive and Prescriptive Analytics Software Sales Value, 2019-2030
6.6.2 Japan Predictive and Prescriptive Analytics Software Sales Value by Type (%), 2023 VS 2030
6.6.3 Japan Predictive and Prescriptive Analytics Software Sales Value by Application, 2023 VS 2030
6.7 South Korea
6.7.1 South Korea Predictive and Prescriptive Analytics Software Sales Value, 2019-2030
6.7.2 South Korea Predictive and Prescriptive Analytics Software Sales Value by Type (%), 2023 VS 2030
6.7.3 South Korea Predictive and Prescriptive Analytics Software Sales Value by Application, 2023 VS 2030
6.8 Southeast Asia
6.8.1 Southeast Asia Predictive and Prescriptive Analytics Software Sales Value, 2019-2030
6.8.2 Southeast Asia Predictive and Prescriptive Analytics Software Sales Value by Type (%), 2023 VS 2030
6.8.3 Southeast Asia Predictive and Prescriptive Analytics Software Sales Value by Application, 2023 VS 2030
6.9 India
6.9.1 India Predictive and Prescriptive Analytics Software Sales Value, 2019-2030
6.9.2 India Predictive and Prescriptive Analytics Software Sales Value by Type (%), 2023 VS 2030
6.9.3 India Predictive and Prescriptive Analytics Software Sales Value by Application, 2023 VS 2030
7 Company Profiles
7.1 Microsoft
7.1.1 Microsoft Profile
7.1.2 Microsoft Main Business
7.1.3 Microsoft Predictive and Prescriptive Analytics Software Products, Services and Solutions
7.1.4 Microsoft Predictive and Prescriptive Analytics Software Revenue (US$ Million) & (2019-2024)
7.1.5 Microsoft Recent Developments
7.2 IBM
7.2.1 IBM Profile
7.2.2 IBM Main Business
7.2.3 IBM Predictive and Prescriptive Analytics Software Products, Services and Solutions
7.2.4 IBM Predictive and Prescriptive Analytics Software Revenue (US$ Million) & (2019-2024)
7.2.5 IBM Recent Developments
7.3 Oracle
7.3.1 Oracle Profile
7.3.2 Oracle Main Business
7.3.3 Oracle Predictive and Prescriptive Analytics Software Products, Services and Solutions
7.3.4 Oracle Predictive and Prescriptive Analytics Software Revenue (US$ Million) & (2019-2024)
7.3.5 SAP Recent Developments
7.4 SAP
7.4.1 SAP Profile
7.4.2 SAP Main Business
7.4.3 SAP Predictive and Prescriptive Analytics Software Products, Services and Solutions
7.4.4 SAP Predictive and Prescriptive Analytics Software Revenue (US$ Million) & (2019-2024)
7.4.5 SAP Recent Developments
7.5 SAS
7.5.1 SAS Profile
7.5.2 SAS Main Business
7.5.3 SAS Predictive and Prescriptive Analytics Software Products, Services and Solutions
7.5.4 SAS Predictive and Prescriptive Analytics Software Revenue (US$ Million) & (2019-2024)
7.5.5 SAS Recent Developments
7.6 Pegasystems
7.6.1 Pegasystems Profile
7.6.2 Pegasystems Main Business
7.6.3 Pegasystems Predictive and Prescriptive Analytics Software Products, Services and Solutions
7.6.4 Pegasystems Predictive and Prescriptive Analytics Software Revenue (US$ Million) & (2019-2024)
7.6.5 Pegasystems Recent Developments
7.7 TIBCO Software
7.7.1 TIBCO Software Profile
7.7.2 TIBCO Software Main Business
7.7.3 TIBCO Software Predictive and Prescriptive Analytics Software Products, Services and Solutions
7.7.4 TIBCO Software Predictive and Prescriptive Analytics Software Revenue (US$ Million) & (2019-2024)
7.7.5 TIBCO Software Recent Developments
7.8 Qliktech
7.8.1 Qliktech Profile
7.8.2 Qliktech Main Business
7.8.3 Qliktech Predictive and Prescriptive Analytics Software Products, Services and Solutions
7.8.4 Qliktech Predictive and Prescriptive Analytics Software Revenue (US$ Million) & (2019-2024)
7.8.5 Qliktech Recent Developments
7.9 Tableau Software
7.9.1 Tableau Software Profile
7.9.2 Tableau Software Main Business
7.9.3 Tableau Software Predictive and Prescriptive Analytics Software Products, Services and Solutions
7.9.4 Tableau Software Predictive and Prescriptive Analytics Software Revenue (US$ Million) & (2019-2024)
7.9.5 Tableau Software Recent Developments
7.10 Board
7.10.1 Board Profile
7.10.2 Board Main Business
7.10.3 Board Predictive and Prescriptive Analytics Software Products, Services and Solutions
7.10.4 Board Predictive and Prescriptive Analytics Software Revenue (US$ Million) & (2019-2024)
7.10.5 Board Recent Developments
7.11 Alteryx
7.11.1 Alteryx Profile
7.11.2 Alteryx Main Business
7.11.3 Alteryx Predictive and Prescriptive Analytics Software Products, Services and Solutions
7.11.4 Alteryx Predictive and Prescriptive Analytics Software Revenue (US$ Million) & (2019-2024)
7.11.5 Alteryx Recent Developments
7.12 TIMi
7.12.1 TIMi Profile
7.12.2 TIMi Main Business
7.12.3 TIMi Predictive and Prescriptive Analytics Software Products, Services and Solutions
7.12.4 TIMi Predictive and Prescriptive Analytics Software Revenue (US$ Million) & (2019-2024)
7.12.5 TIMi Recent Developments
7.13 KNIME
7.13.1 KNIME Profile
7.13.2 KNIME Main Business
7.13.3 KNIME Predictive and Prescriptive Analytics Software Products, Services and Solutions
7.13.4 KNIME Predictive and Prescriptive Analytics Software Revenue (US$ Million) & (2019-2024)
7.13.5 KNIME Recent Developments
7.14 FICO
7.14.1 FICO Profile
7.14.2 FICO Main Business
7.14.3 FICO Predictive and Prescriptive Analytics Software Products, Services and Solutions
7.14.4 FICO Predictive and Prescriptive Analytics Software Revenue (US$ Million) & (2019-2024)
7.14.5 FICO Recent Developments
7.15 Big Squid
7.15.1 Big Squid Profile
7.15.2 Big Squid Main Business
7.15.3 Big Squid Predictive and Prescriptive Analytics Software Products, Services and Solutions
7.15.4 Big Squid Predictive and Prescriptive Analytics Software Revenue (US$ Million) & (2019-2024)
7.15.5 Big Squid Recent Developments
7.16 H2O
7.16.1 H2O Profile
7.16.2 H2O Main Business
7.16.3 H2O Predictive and Prescriptive Analytics Software Products, Services and Solutions
7.16.4 H2O Predictive and Prescriptive Analytics Software Revenue (US$ Million) & (2019-2024)
7.16.5 H2O Recent Developments
7.17 DataRobot
7.17.1 DataRobot Profile
7.17.2 DataRobot Main Business
7.17.3 DataRobot Predictive and Prescriptive Analytics Software Products, Services and Solutions
7.17.4 DataRobot Predictive and Prescriptive Analytics Software Revenue (US$ Million) & (2019-2024)
7.17.5 DataRobot Recent Developments
8 Industry Chain Analysis
8.1 Predictive and Prescriptive Analytics Software Industrial Chain
8.2 Predictive and Prescriptive Analytics Software Upstream Analysis
8.2.1 Key Raw Materials
8.2.2 Raw Materials Key Suppliers
8.2.3 Manufacturing Cost Structure
8.3 Midstream Analysis
8.4 Downstream Analysis (Customers Analysis)
8.5 Sales Model and Sales Channels
8.5.1 Predictive and Prescriptive Analytics Software Sales Model
8.5.2 Sales Channel
8.5.3 Predictive and Prescriptive Analytics Software Distributors
9 Research Findings and Conclusion
10 Appendix
10.1 Research Methodology
10.1.1 Methodology/Research Approach
10.1.2 Data Source
10.2 Author Details
10.3 Disclaimer
Microsoft
IBM
Oracle
SAP
SAS
Pegasystems
TIBCO Software
Qliktech
Tableau Software
Board
Alteryx
TIMi
KNIME
FICO
Big Squid
H2O
DataRobot
Ìý
Ìý
*If Applicable.
