Table Of Contents
1. Introduction
1.1 Market Definition & Scope
1.2 Research Assumptions & Abbreviations
1.3 Research Methodology
2. Executive Summary
2.1 Market Snapshot
2.2 Market Absolute $ Opportunity Assessment & Y-o-Y Analysis, 2022 – 2033
2.3 Market Size & Forecast, By Segmentation, 2022 – 2033
2.3.1 Market Size By Component
2.3.2 Market Size By Application
2.3.3 Market Size By Enterprise Type
2.3.4 Market Size By End-user
2.3.5 Market Size By Deployment
2.4 Market Share & Bps Analysis By Region, 2024
2.5 Industry Growth Scenarios – Conservative, Likely & Optimistic
2.6 Industry CxO’s Perspective
3. Market Overview
3.1 Market Dynamics
3.1.1 Drivers
3.1.2 Restraints
3.1.3 Opportunities
3.1.4 Key Market Trends
3.2 Industry PESTLE Analysis
3.3 Key Industry Forces (Porter’s) Impacting Market Growth
3.4 Industry Supply Chain Analysis
3.4.1 Raw Material Suppliers
3.4.2 Manufacturers
3.4.3 Distributors/Suppliers
3.4.4 Customers/End-Users
3.5 Industry Life Cycle Assessment
3.6 Parent Market Overview
3.7 Market Risk Assessment
4. Statistical Insights & Trends Reporting
4.1 Deployment & Technology Metrics
4.1.1 Overview
4.1.2 Breakdown of Deployment Models (Cloud, On-Premise, Hybrid)
4.1.3 Adoption by Analytics Type (Descriptive, Predictive, Prescriptive)
4.1.4 Average Number of Algorithms/Models Implemented per Organization
4.1.5 Growth in Data Sources Used for Predictive Analytics (Internal, External, IoT, Social Media)
4.2 Industry & Application Metrics
4.2.1 Overview
4.2.2 Adoption by Industry (BFSI, Healthcare, Retail, Manufacturing, Telecom, Others)
4.2.3 Average ROI from Predictive Analytics Implementation
4.2.4 Common Use Cases (Customer Churn, Fraud Detection, Demand Forecasting, Predictive Maintenance)
4.2.5 Rate of Expansion into New Use Cases per Year
4.3 Data & Model Metrics
4.3.1 Overview
4.3.2 Average Data Volume Processed per Month (TB/PB)
4.3.3 % Adoption of Real-Time vs. Batch Analytics
4.3.4 Average Model Accuracy or Precision by Use Case
4.3.5 Frequency of Model Retraining / Update Cycles
4.4 Software & Platform Metrics
4.4.1 Overview
4.4.2 Adoption of Key Predictive Analytics Platforms (SAS, IBM, Microsoft, Oracle, Others)
4.4.3 % Organizations Using Open Source vs. Proprietary Tools
4.4.4 Integration Level with Existing Enterprise Systems (ERP, CRM, SCM)
4.4.5 Platform Scalability Metrics (Concurrent Users, Dataset Size Capacity)
4.5 Workforce & Skills Metric
4.5.1 Overview
4.5.2 Number of Data Scientists / Analysts per Organization
4.5.3 Average Training Hours on Predictive Analytics Tools per Employee
4.5.4 Adoption Rate of Automated vs. Manual Model Development
4.5.5 Employee Satisfaction and Productivity Impact from Predictive Analytics Usage
4.6 Investment & Budget Metrics
4.6.1 Overview
4.6.2 Annual Budget Allocated for Predictive Analytics (USD)
4.6.3 % Revenue Spent on Software vs. Services
4.6.4 Growth in VC/Private Equity Investments in Predictive Analytics Startups
4.6.5 Average Cost Savings Achieved through Predictive Analytics
5. Predictive Analytics Market Segmental Analysis & Forecast, By Component, 2022 – 2033, Value (Usd Billion)
5.1 Introduction
5.2 Solutions
5.2.1 Key Trends
5.2.2 Market Size & Forecast, 2022 – 2033
5.3 Services
6. Predictive Analytics Market Segmental Analysis & Forecast, By Application, 2022 – 2033, Value (Usd Billion)
6.1 Introduction
6.2 Demand Forecasting
6.2.1 Key Trends
6.2.2 Market Size & Forecast, 2022 – 2033
6.3 Financial Risk Forecasting
6.4 Pricing Personalization
6.5 Predictive Maintenance
6.6 Others
7. Predictive Analytics Market Segmental Analysis & Forecast, By Enterprise Type, 2022 – 2033, Value (Usd Billion)
7.1 Introduction
7.2 Large Enterprises
7.2.1 Key Trends
7.2.2 Market Size & Forecast, 2022 – 2033
7.3 Small and Medium Enterprises (SMEs)
8. Predictive Analytics Market Segmental Analysis & Forecast, By End-user, 2022 – 2033, Value (Usd Billion)
8.1 Introduction
8.2 BFSI
8.2.1 Key Trends
8.2.2 Market Size & Forecast, 2022 – 2033
8.3 Automotive
8.4 Telecom/Media
8.5 Healthcare
8.6 Healthcare
8.7 Retail
8.8 Energy & Utility
8.9 Government
9. Predictive Analytics Market Segmental Analysis & Forecast, By Deployment, 2022 – 2033, Value (Usd Billion)
9.1 Introduction
9.2 Cloud
9.2.1 Key Trends
9.2.2 Market Size & Forecast, 2022 – 2033
9.3 On-premise
10. Predictive Analytics Market Segmental Analysis & Forecast By Region, 2022 – 2033, Value (Usd Billion)
10.1 Introduction
10.2 North America
10.2.1 Key Trends
10.2.2 Predictive Analytics Market Size & Forecast, By Component, 2022 – 2033
10.2.3 Predictive Analytics Market Size & Forecast, By Application, 2022 – 2033
10.2.4 Predictive Analytics Market Size & Forecast, By Enterprise Type, 2022 – 2033
10.2.5 Predictive Analytics Market Size & Forecast, By End-user, 2022 – 2033
10.2.6 Predictive Analytics Market Size & Forecast, By Deployment, 2022 – 2033
10.2.7 Predictive Analytics Market Size & Forecast, By Country, 2022 – 2033
10.2.7.1 USA
10.2.7.2 Canada
10.3 Europe
10.3.1 Key Trends
10.3.2 Predictive Analytics Market Size & Forecast, By Component, 2022 – 2033
10.3.3 Predictive Analytics Market Size & Forecast, By Application, 2022 – 2033
10.3.4 Predictive Analytics Market Size & Forecast, By Enterprise Type, 2022 – 2033
10.3.5 Predictive Analytics Market Size & Forecast, By End-user, 2022 – 2033
10.3.6 Predictive Analytics Market Size & Forecast, By Deployment, 2022 – 2033
10.3.7 Predictive Analytics Market Size & Forecast, By Country, 2022 – 2033
10.3.7.1 Germany
10.3.7.2 UK
10.3.7.3 France
10.3.7.4 Italy
10.3.7.5 Spain
10.3.7.6 Russia
10.3.7.7 Poland
10.3.7.8 Rest of Europe
10.4 Asia-Pacific
10.4.1 Key Trends
10.4.2 Predictive Analytics Market Size & Forecast, By Component, 2022 – 2033
10.4.3 Predictive Analytics Market Size & Forecast, By Application, 2022 – 2033
10.4.4 Predictive Analytics Market Size & Forecast, By Enterprise Type, 2022 – 2033
10.4.5 Predictive Analytics Market Size & Forecast, By End-user, 2022 – 2033
10.4.6 Predictive Analytics Market Size & Forecast, By Deployment, 2022 – 2033
10.4.7 Predictive Analytics Market Size & Forecast, By Country, 2022 – 2033
10.4.7.1 China
10.4.7.2 India
10.4.7.3 Japan
10.4.7.4 South Korea
10.4.7.5 Australia
10.4.7.6 ASEAN Countries
10.4.7.7 Rest of Asia-Pacific
10.5 Latin America
10.5.1 Key Trends
10.5.2 Predictive Analytics Market Size & Forecast, By Component, 2022 – 2033
10.5.3 Predictive Analytics Market Size & Forecast, By Application, 2022 – 2033
10.5.4 Predictive Analytics Market Size & Forecast, By Enterprise Type, 2022 – 2033
10.5.5 Predictive Analytics Market Size & Forecast, By End-user, 2022 – 2033
10.5.6 Predictive Analytics Market Size & Forecast, By Deployment, 2022 – 2033
10.5.7 Predictive Analytics Market Size & Forecast, By Country, 2022 – 2033
10.5.7.1 Brazil
10.5.7.2 Argentina
10.5.7.3 Mexico
10.5.7.4 Colombia
10.5.7.5 Rest of Latin America
10.6 Middle East & Africa
10.6.1 Key Trends
10.6.2 Predictive Analytics Market Size & Forecast, By Component, 2022 – 2033
10.6.3 Predictive Analytics Market Size & Forecast, By Application, 2022 – 2033
10.6.4 Predictive Analytics Market Size & Forecast, By Enterprise Type, 2022 – 2033
10.6.5 Predictive Analytics Market Size & Forecast, By End-user, 2022 – 2033
10.6.6 Predictive Analytics Market Size & Forecast, By Deployment, 2022 – 2033
10.6.7 Predictive Analytics Market Size & Forecast, By Country, 2022 – 2033
10.6.7.1 UAE
10.6.7.2 Saudi Arabia
10.6.7.3 Qatar
10.6.7.4 Egypt
10.6.7.5 South Africa
10.6.7.6 Rest of Middle East & Africa
11. Competitive Landscape
11.1 Key Players' Positioning
11.2 Competitive Developments
11.2.1 Key Strategies Adopted (%), By Key Players, 2024
11.2.2 Year-Wise Strategies & Development, 2021 – 2025
11.2.3 Number Of Strategies Adopted By Key Players, 2024
11.3 Market Share Analysis, 2024
11.4 Product/Service & Application Benchmarking
11.4.1 Product/Service Specifications & Features By Key Players
11.4.2 Product/Service Heatmap By Key Players
11.4.3 Application Heatmap By Key Players
11.5 Industry Start-Up & Innovation Landscape
11.6 Key Company Profiles
11.6.1 SAS Institute Inc.
11.6.1.1 Company Overview & Snapshot
11.6.1.2 Product/Service Portfolio
11.6.1.3 Key Company Financials
11.6.1.4 SWOT Analysis
11.6.2 IBM Corporation
11.6.3 Microsoft Corporation
11.6.4 Oracle Corporation
11.6.5 SAP SE
11.6.6 TIBCO Software Inc.
11.6.7 FICO (Fair Isaac Corporation)
11.6.8 Alteryx, Inc.
11.6.9 RapidMiner Inc.
11.6.10 DataRobot, Inc.
11.6.11 Tableau Software (Salesforce)
11.6.12 QlikTech International AB
11.6.13 Sisense, Inc.
11.6.14 Anaconda, Inc.
11.6.15 KNIME AG
11.6.16 H2O.ai
11.6.17 ThoughtSpot, Inc.
11.6.18 Domino Data Lab
11.6.19 Domo, Inc.
11.6.20 MicroStrategy Incorporated
12. Analyst Recommendations
12.1 SNS Insider Opportunity Map
12.2 Industry Low-Hanging Fruit Assessment
12.3 Market Entry & Growth Strategy
12.4 Analyst Viewpoint & Suggestions On Market Growth
13. Assumptions
14. Disclaimer
15. Appendix
15.1 List Of Tables
15.2 List Of Figures