Predictive Analytics Market was valued US$ 21.24 Bn in 2022 and is expected to reach US$ 98.24 Bn by 2029, at a CAGR of 24.45 % during forecast period. The report has covered the market trends from 2016 to forecast the market through 2029. 2022 is considered a base year. Special attention is given to 2022 and effect of lockdown on the demand and supply, and also the impact of lockdown for next two years on the market. Some companies have done well in lockdown also and specific strategic analysis of those companies is done in the report.To know about the Research Methodology :- Request Free Sample Report
COVID-19 impact on market:
COVID-19 has the potential to have three major effects on the global economy: directly impacting production and demand, causing supply chain and market disruption, and having a financial impact on businesses and financial markets. Our analysts, who are monitoring the situation throughout the world, believe that the market would provide producers with lucrative opportunities following the COVID-19 dilemma.Predictive Analytics Market Dynamics
Huge data dependence and advanced technological implementations are projected to drive the predictive analytics market during the forecast period. Importance for data and its analysis for predicting future scenario may be offering a sustainable competitive edge to end-users. Major drivers for the predictive analytics market growth are improved product usability, adoption of new technologies, huge data deluge, and innovative levers of differentiator. Additionally, forecasting, data warehouses, database management, data mining, CRM analytics, smart, logistics, decision-making process, data visualization in dashboards, and growing demand of business having analytic capabilities are projected to drive predictive analytics market growth during the forecast period. On the other hand, time-consuming process of analysis and lack of awareness with lack of qualified professionals are limiting the market growth. Adoption of cloud technology and the application of predictive analytics in small and medium-sized businesses may offer major growth opportunity for the market. Methods for executing predictive analytics contains regression techniques, mathematical techniques, machine learning techniques, regression modeling, neural nets, machine learning, genetic algorithms, text mining, decision trees, clustering, and data exploration techniques to abstract insights from historical and current data. Predictive analytics discovers application in verticals like actuarial science, Banking and Financial Services, Insurance (BFSI), healthcare, government, retail, manufacturing, transportation & travel, it, entertainment, sports, and energy & utilities. Predictive analytics is helping to manage the expanded applications across the above all verticals. In the manufacturing industry, predictive analytics is used for equipment maintenance management, cross-selling and up-selling, and workforce management. In sports, predictive analytics is used for betting analysis and equipment maintenance management. Healthcare industry is applying predictive analytics in governance, risk, and compliance management, chronic disease management, and billing & payment management. Energy & Utilities and Oil & Gas is implementing predictive analytics in asset surveillance solution and demand planning and forecasting. Media and entertainment is using predictive analytics in financial and workforce management and pricing analytics. Telecom and IT industry may use predictive analytics in marketing, sales, cross-sell and up-sell, and pricing optimization. Government segment can utilize predictive analytics for weather forecasts, natural calamities forecasts, and flight safety among others.Predictive Analytics Market Segment Analysis
Cloud-based deployment model is witnessing a flood in demand because of its cost-effectiveness and easy worldwide accessibility. Because of their low hardware requirement, cloud-based solutions gain low maintenance costs with 24/7 accessibility from anytime, anywhere. Owing to advancements in cloud technologies and growth in data generation from several constituents and customers, cloud-based deployment model is projected to dominate the on-premises deployment model. Additionally, cloud solutions simplify the application of predictive analytics for the complete organization, and provides competitive edge by terminating the administrative roadblocks, so that supporting the infrastructure and enabling organizations to focus on improving their competencies.Regional Analysis
North American is dominating the global predictive data analysis market because of technological improvements and a numerous players especially in U.S. Financial funding to new entrants from venture capitalists is projected to improve the competition in market. Also, innovations in predictive analytics techniques and methods are expected as major opportunity for established players. The objective of the report is to present a comprehensive assessment of the market and contains thoughtful insights, facts, historical data, industry-validated market data and projections with a suitable set of assumptions and methodology. The report also helps in understanding Predictive Analytics market dynamics, structure by identifying and analyzing the market segments and project the global market size. Further, report also focuses on competitive analysis of key players by product, price, financial position, product portfolio, growth strategies, and regional presence. The report also provides PEST analysis, PORTER’s analysis, SWOT analysis to address questions of shareholders to prioritizing the efforts and investment in near future to emerging segment in Predictive Analytics market.Predictive Analytics Market Scope: Inquire before buying
Predictive Analytics Market Report Coverage Details Base Year: 2022 Forecast Period: 2023-2029 Historical Data: 2018 to 2022 Market Size in 2022: US $ 21.24 Bn. Forecast Period 2023 to 2029 CAGR: 24.45% Market Size in 2029: US $ 98.24Bn. Segments Covered: by Type Solution Services by Deployment Type Cloud Based On-Premises by Business Function Marketing Sales Finance Human resource Operations by Application Model Risk Management Operations Management Sales & Marketing Management Network Management Supply Chain Management Workforce Management Other Applications by Organization Size Small & Medium Enterprises (SME’s) Large Enterprises Predictive Analytics Market, by Region:
North America (United States, Canada and Mexico) Europe (UK, France, Germany, Italy, Spain, Sweden, Austria and Rest of Europe) Asia Pacific (China, South Korea, Japan, India, Australia, Indonesia, Malaysia, Vietnam, Taiwan, Bangladesh, Pakistan and Rest of APAC) Middle East and Africa (South Africa, GCC, Egypt, Nigeria and Rest)Key Players are:
1.Accretive Technologies Inc. 2.Angoss Software Corporation 3.FICO 4.HP 5.IBM 6.Information Builders 7.KXEN Inc. 8.Microsoft 9.Oracle 10.Salford Systems 11.lteryx 12.AgilOne 13.Domino Data lab 14.Dataiku 15.Exago 16.GoodData 17.Kognitio 18.KNIME.COM 19.MicroStrategy 20.NTT Data 21.Predixion Software 22.RapidMiner 23.QlikTech 24.Sisense 25. SAP 26.SAS Institute 27.Tableau Software 28.TIBCO 29.Teradata Frequently Asked Questions: 1. Which region has the largest share in Global Predictive Analytics Market? Ans: North America region held the highest share in 2022. 2. What is the growth rate of Global Predictive Analytics Market? Ans: The Global Predictive Analytics Market is growing at a CAGR of 24.45% during forecasting period 2023-2029. 3. What is scope of the Global Predictive Analytics market report? Ans: Global Predictive Analytics Market report helps with the PESTEL, PORTER, COVID-19 Impact analysis, Recommendations for Investors & Leaders, and market estimation of the forecast period. 4. Who are the key players in Global Predictive Analytics market? Ans: The important key players in the Global Predictive Analytics Market are – Accretive Technologies Inc., Angoss Software Corporation, FICO, HP, IBM, Information Builders, KXEN Inc., Microsoft, Oracle, Salford Systems, lteryx, AgilOne, Domino Data lab, Dataiku, Exago, GoodData, Kognitio, KNIME.COM, MicroStrategy, NTT Data, Predixion Software, RapidMiner, QlikTech, Sisense, SAP, SAS Institute, Tableau Software, TIBCO, and Teradata 5. What is the study period of this market? Ans: The Global Predictive Analytics Market is studied from 2022 to 2029.
Predictive Analytics Market
1. Preface 1.1. Report Scope and Market Segmentation 1.2. Research Highlights 1.3. Research Objectives 2. Assumptions and Research Methodology 2.1. Report Assumptions 2.2. Abbreviations 2.3. Research Methodology 2.3.1. Secondary Research 2.3.1.1. Secondary data 2.3.1.2. Secondary Sources 2.3.2. Primary Research 2.3.2.1. Data from Primary Sources 2.3.2.2. Breakdown of Primary Sources 3. Executive Summary: Predictive Analytics Market Size, by Market Value (US$ Bn) 4. Market Overview 4.1. Introduction 4.2. Market Indicator 4.2.1. Drivers 4.2.2. Restraints 4.2.3. Opportunities 4.2.4. Challenges 4.3. Porter’s Analysis 4.4. Value Chain Analysis 4.5. Market Risk Analysis 4.6. SWOT Analysis 4.7. Predictive Analytics Market Industry Trends 4.8. Patent Registration 5. Supply Side and Demand Side Indicators 6. Predictive Analytics Market Analysis and Forecast 6.1. Predictive Analytics Market Size & Y-o-Y Growth Analysis 6.1.1. North America 6.1.2. Europe 6.1.3. Asia Pacific 6.1.4. Middle East & Africa 6.1.5. South America 7. Predictive Analytics Market Analysis and Forecast, by Type 7.1. Introduction and Definition 7.2. Key Findings 7.3. Predictive Analytics Market Value Share Analysis, by Type 7.4. Predictive Analytics Market Size (US$ Bn) Forecast, by Type 7.5. Predictive Analytics Market Analysis, by Type 7.6. Predictive Analytics Market Attractiveness Analysis, by Type 8. Predictive Analytics Market Analysis and Forecast, by Deployment Type 8.1. Introduction and Definition 8.2. Key Findings 8.3. Predictive Analytics Market Value Share Analysis, by Deployment Type 8.4. Predictive Analytics Market Size (US$ Bn) Forecast, by Deployment Type 8.5. Predictive Analytics Market Analysis, by Deployment Type 8.6. Predictive Analytics Market Attractiveness Analysis, by Deployment Type 9. Predictive Analytics Market Analysis and Forecast, by Business Function 9.1. Introduction and Definition 9.2. Key Findings 9.3. Predictive Analytics Market Value Share Analysis, by Business Function 9.4. Predictive Analytics Market Size (US$ Bn) Forecast, by Business Function 9.5. Predictive Analytics Market Analysis, by Business Function 9.6. Predictive Analytics Market Attractiveness Analysis, by Business Function 10. Predictive Analytics Market Analysis and Forecast, by Application Model 10.1. Introduction and Definition 10.2. Key Findings 10.3. Predictive Analytics Market Value Share Analysis, by Application Model 10.4. Predictive Analytics Market Size (US$ Bn) Forecast, by Application Model 10.5. Predictive Analytics Market Analysis, by Application Model 10.6. Predictive Analytics Market Attractiveness Analysis, by Application Model 11. Predictive Analytics Market Analysis and Forecast, by Organization Size 11.1. Introduction and Definition 11.2. Key Findings 11.3. Predictive Analytics Market Value Share Analysis, by Organization Size 11.4. Predictive Analytics Market Size (US$ Bn) Forecast, by Organization Size 11.5. Predictive Analytics Market Analysis, by Organization Size 11.6. Predictive Analytics Market Attractiveness Analysis, by Organization Size 12. Predictive Analytics Market Analysis, by Region 12.1. Predictive Analytics Market Value Share Analysis, by Region 12.2. Predictive Analytics Market Size (US$ Bn) Forecast, by Region 12.3. Predictive Analytics Market Attractiveness Analysis, by Region 13. North America Predictive Analytics Market Analysis 13.1. Key Findings 13.2. North America Predictive Analytics Market Overview 13.3. North America Predictive Analytics Market Value Share Analysis, by Type 13.4. North America Predictive Analytics Market Forecast, by Type 13.4.1. Solution 13.4.2. Services 13.5. North America Predictive Analytics Market Value Share Analysis, by Deployment Type 13.6. North America Predictive Analytics Market Forecast, by Deployment Type 13.6.1. Cloud Based 13.6.2. On-Premises 13.7. North America Predictive Analytics Market Value Share Analysis, by Business Function 13.8. North America Predictive Analytics Market Forecast, by Business Function 13.8.1. Marketing 13.8.2. Sales 13.8.3. Finance 13.8.4. Human resource 13.8.5. Operations 13.9. North America Predictive Analytics Market Value Share Analysis, by Application Model 13.10. North America Predictive Analytics Market Forecast, by Application Model 13.10.1. Risk Management 13.10.2. Operations Management 13.10.3. Sales & Marketing Management 13.10.4. Network Management 13.10.5. Supply Chain Management 13.10.6. Workforce Management 13.10.7. Other Applications 13.11. North America Predictive Analytics Market Value Share Analysis, by Organization Size 13.12. North America Predictive Analytics Market Forecast, by Organization Size 13.12.1. Small & Medium Enterprises (SMES) 13.12.2. Large Enterprises 13.13. North America Predictive Analytics Market Value Share Analysis, by Country 13.14. North America Predictive Analytics Market Forecast, by Country 13.14.1. U.S. 13.14.2. Canada 13.15. North America Predictive Analytics Market Analysis, by Country 13.16. U.S. Predictive Analytics Market Forecast, by Type 13.16.1. Solution 13.16.2. Services 13.17. U.S. Predictive Analytics Market Forecast, by Deployment Type 13.17.1. Cloud Based 13.17.2. On-Premises 13.18. U.S. Predictive Analytics Market Forecast, by Business Function 13.18.1. Marketing 13.18.2. Sales 13.18.3. Finance 13.18.4. Human resource 13.18.5. Operations 13.19. U.S. Predictive Analytics Market Forecast, by Application Model 13.19.1. Risk Management 13.19.2. Operations Management 13.19.3. Sales & Marketing Management 13.19.4. Network Management 13.19.5. Supply Chain Management 13.19.6. Workforce Management 13.19.7. Other Applications 13.20. U.S. Predictive Analytics Market Forecast, by Organization Size 13.20.1. Small & Medium Enterprises (SMES) 13.20.2. Large Enterprises 13.21. Canada Predictive Analytics Market Forecast, by Type 13.21.1. Solution 13.21.2. Services 13.22. Canada Predictive Analytics Market Forecast, by Deployment Type 13.22.1. Cloud Based 13.22.2. On-Premises 13.23. Canada Predictive Analytics Market Forecast, by Business Function 13.23.1. Marketing 13.23.2. Sales 13.23.3. Finance 13.23.4. Human resource 13.23.5. Operations 13.24. Canada Predictive Analytics Market Forecast, by Application Model 13.24.1. Risk Management 13.24.2. Operations Management 13.24.3. Sales & Marketing Management 13.24.4. Network Management 13.24.5. Supply Chain Management 13.24.6. Workforce Management 13.24.7. Other Applications 13.25. Canada Predictive Analytics Market Forecast, by Organization Size 13.25.1. Small & Medium Enterprises (SMES) 13.25.2. Large Enterprises 13.26. North America Predictive Analytics Market Attractiveness Analysis 13.26.1. By Type 13.26.2. By Deployment Type 13.26.3. By Business Function 13.26.4. By Application Model 13.26.5. By Organization Size 13.27. PEST Analysis 13.28. Key Trends 13.29. Key Developments 14. Europe Predictive Analytics Market Analysis 14.1. Key Findings 14.2. Europe Predictive Analytics Market Overview 14.3. Europe Predictive Analytics Market Value Share Analysis, by Type 14.4. Europe Predictive Analytics Market Forecast, by Type 14.4.1. Solution 14.4.2. Services 14.5. Europe Predictive Analytics Market Value Share Analysis, by Deployment Type 14.6. Europe Predictive Analytics Market Forecast, by Deployment Type 14.6.1. Cloud Based 14.6.2. On-Premises 14.7. Europe Predictive Analytics Market Value Share Analysis, by Business Function 14.8. Europe Predictive Analytics Market Forecast, by Business Function 14.8.1. Marketing 14.8.2. Sales 14.8.3. Finance 14.8.4. Human resource 14.8.5. Operations 14.9. Europe Predictive Analytics Market Value Share Analysis, by Application Model 14.10. Europe Predictive Analytics Market Forecast, by Application Model 14.10.1. Risk Management 14.10.2. Operations Management 14.10.3. Sales & Marketing Management 14.10.4. Network Management 14.10.5. Supply Chain Management 14.10.6. Workforce Management 14.10.7. Other Applications 14.11. Europe Predictive Analytics Market Value Share Analysis, by Organization Size 14.12. Europe Predictive Analytics Market Forecast, by Organization Size 14.12.1. Small & Medium Enterprises (SMES) 14.12.2. Large Enterprises 14.13. Europe Predictive Analytics Market Value Share Analysis, by Country 14.14. Europe Predictive Analytics Market Forecast, by Country 14.14.1. Germany 14.14.2. U.K. 14.14.3. France 14.14.4. Italy 14.14.5. Spain 14.14.6. Rest of Europe 14.15. Europe Predictive Analytics Market Analysis, by Country 14.16. Germany Predictive Analytics Market Forecast, by Type 14.16.1. Solution 14.16.2. Services 14.17. Germany Predictive Analytics Market Forecast, by Deployment Type 14.17.1. Cloud Based 14.17.2. On-Premises 14.18. Germany Predictive Analytics Market Forecast, by Business Function 14.18.1. Marketing 14.18.2. Sales 14.18.3. Finance 14.18.4. Human resource 14.18.5. Operations 14.19. Germany Predictive Analytics Market Forecast, by Application Model 14.19.1. Risk Management 14.19.2. Operations Management 14.19.3. Sales & Marketing Management 14.19.4. Network Management 14.19.5. Supply Chain Management 14.19.6. Workforce Management 14.19.7. Other Applications 14.20. Germany Predictive Analytics Market Forecast, by Organization Size 14.20.1. Small & Medium Enterprises (SMES) 14.20.2. Large Enterprises 14.21. U.K. Predictive Analytics Market Forecast, by Type 14.21.1. Solution 14.21.2. Services 14.22. U.K. Predictive Analytics Market Forecast, by Deployment Type 14.22.1. Cloud Based 14.22.2. On-Premises 14.23. U.K. Predictive Analytics Market Forecast, by Business Function 14.23.1. Marketing 14.23.2. Sales 14.23.3. Finance 14.23.4. Human resource 14.23.5. Operations 14.24. U.K. Predictive Analytics Market Forecast, by Application Model 14.24.1. Risk Management 14.24.2. Operations Management 14.24.3. Sales & Marketing Management 14.24.4. Network Management 14.24.5. Supply Chain Management 14.24.6. Workforce Management 14.24.7. Other Applications 14.25. U.K. Predictive Analytics Market Forecast, by Organization Size 14.25.1. Small & Medium Enterprises (SMES) 14.25.2. Large Enterprises 14.26. France Predictive Analytics Market Forecast, by Type 14.26.1. Solution 14.26.2. Services 14.27. France Predictive Analytics Market Forecast, by Deployment Type 14.27.1. Cloud Based 14.27.2. On-Premises 14.28. France Predictive Analytics Market Forecast, by Business Function 14.28.1. Marketing 14.28.2. Sales 14.28.3. Finance 14.28.4. Human resource 14.28.5. Operations 14.29. France Predictive Analytics Market Forecast, by Application Model 14.29.1. Risk Management 14.29.2. Operations Management 14.29.3. Sales & Marketing Management 14.29.4. Network Management 14.29.5. Supply Chain Management 14.29.6. Workforce Management 14.29.7. Other Applications 14.30. France Predictive Analytics Market Forecast, by Organization Size 14.30.1. Small & Medium Enterprises (SMES) 14.30.2. Large Enterprises 14.31. Italy Predictive Analytics Market Forecast, by Type 14.31.1. Solution 14.31.2. Services 14.32. Italy Predictive Analytics Market Forecast, by Deployment Type 14.32.1. Cloud Based 14.32.2. On-Premises 14.33. Italy Predictive Analytics Market Forecast, by Business Function 14.33.1. Marketing 14.33.2. Sales 14.33.3. Finance 14.33.4. Human resource 14.33.5. Operations 14.34. Italy Predictive Analytics Market Forecast, by Application Model 14.34.1. Risk Management 14.34.2. Operations Management 14.34.3. Sales & Marketing Management 14.34.4. Network Management 14.34.5. Supply Chain Management 14.34.6. Workforce Management 14.34.7. Other Applications 14.35. Italy Predictive Analytics Market Forecast, by Organization Size 14.35.1. Small & Medium Enterprises (SMES) 14.35.2. Large Enterprises 14.36. Spain Predictive Analytics Market Forecast, by Type 14.36.1. Solution 14.36.2. Services 14.37. Spain Predictive Analytics Market Forecast, by Deployment Type 14.37.1. Cloud Based 14.37.2. On-Premises 14.38. Spain Predictive Analytics Market Forecast, by Business Function 14.38.1. Marketing 14.38.2. Sales 14.38.3. Finance 14.38.4. Human resource 14.38.5. Operations 14.39. Spain Predictive Analytics Market Forecast, by Application Model 14.39.1. Risk Management 14.39.2. Operations Management 14.39.3. Sales & Marketing Management 14.39.4. Network Management 14.39.5. Supply Chain Management 14.39.6. Workforce Management 14.39.7. Other Applications 14.40. Spain Predictive Analytics Market Forecast, by Organization Size 14.40.1. Small & Medium Enterprises (SMES) 14.40.2. Large Enterprises 14.41. Rest of Europe Predictive Analytics Market Forecast, by Type 14.41.1. Solution 14.41.2. Services 14.42. Rest of Europe Predictive Analytics Market Forecast, by Deployment Type 14.42.1. Cloud Based 14.42.2. On-Premises 14.43. Rest of Europe Predictive Analytics Market Forecast, by Business Function 14.43.1. Marketing 14.43.2. Sales 14.43.3. Finance 14.43.4. Human resource 14.43.5. Operations 14.44. Rest Of Europe Predictive Analytics Market Forecast, by Application Model 14.44.1. Risk Management 14.44.2. Operations Management 14.44.3. Sales & Marketing Management 14.44.4. Network Management 14.44.5. Supply Chain Management 14.44.6. Workforce Management 14.44.7. Other Applications 14.45. Rest Of Europe Predictive Analytics Market Forecast, by Organization Size 14.45.1. Small & Medium Enterprises (SMES) 14.45.2. Large Enterprises 14.46. Europe Predictive Analytics Market Attractiveness Analysis 14.46.1. By Type 14.46.2. By Deployment Type 14.46.3. By Business Function 14.46.4. By Application Model 14.46.5. By Organization Size 14.47. PEST Analysis 14.48. Key Trends 14.49. Key Developments 15. Asia Pacific Predictive Analytics Market Analysis 15.1. Key Findings 15.2. Asia Pacific Predictive Analytics Market Overview 15.3. Asia Pacific Predictive Analytics Market Value Share Analysis, by Type 15.4. Asia Pacific Predictive Analytics Market Forecast, by Type 15.4.1. Solution 15.4.2. Services 15.5. Asia Pacific Predictive Analytics Market Value Share Analysis, by Deployment Type 15.6. Asia Pacific Predictive Analytics Market Forecast, by Deployment Type 15.6.1. Cloud Based 15.6.2. On-Premises 15.7. Asia Pacific Predictive Analytics Market Value Share Analysis, by Business Function 15.8. Asia Pacific Predictive Analytics Market Forecast, by Business Function 15.8.1. Marketing 15.8.2. Sales 15.8.3. Finance 15.8.4. Human resource 15.8.5. Operations 15.9. Asia Pacific Predictive Analytics Market Value Share Analysis, by Application Model 15.10. Asia Pacific Predictive Analytics Market Forecast, by Application Model 15.10.1. Risk Management 15.10.2. Operations Management 15.10.3. Sales & Marketing Management 15.10.4. Network Management 15.10.5. Supply Chain Management 15.10.6. Workforce Management 15.10.7. Other Applications 15.11. Asia Pacific Predictive Analytics Market Value Share Analysis, by Organization Size 15.12. Asia Pacific Predictive Analytics Market Forecast, by Organization Size 15.12.1. Small & Medium Enterprises (SMES) 15.12.2. Large Enterprises 15.13. Asia Pacific Predictive Analytics Market Value Share Analysis, by Country 15.14. Asia Pacific Predictive Analytics Market Forecast, by Country 15.14.1. China 15.14.2. India 15.14.3. Japan 15.14.4. ASEAN 15.14.5. Rest of Asia Pacific 15.15. Asia Pacific Predictive Analytics Market Analysis, by Country 15.16. China Predictive Analytics Market Forecast, by Type 15.16.1. Solution 15.16.2. Services 15.17. China Predictive Analytics Market Forecast, by Deployment Type 15.17.1. Cloud Based 15.17.2. On-Premises 15.18. China Predictive Analytics Market Forecast, by Business Function 15.18.1. Marketing 15.18.2. Sales 15.18.3. Finance 15.18.4. Human resource 15.18.5. Operations 15.19. China Predictive Analytics Market Forecast, by Application Model 15.19.1. Risk Management 15.19.2. Operations Management 15.19.3. Sales & Marketing Management 15.19.4. Network Management 15.19.5. Supply Chain Management 15.19.6. Workforce Management 15.19.7. Other Applications 15.20. China Predictive Analytics Market Forecast, by Organization Size 15.20.1. Small & Medium Enterprises (SMES) 15.20.2. Large Enterprises 15.21. India Predictive Analytics Market Forecast, by Type 15.21.1. Solution 15.21.2. Services 15.22. India Predictive Analytics Market Forecast, by Deployment Type 15.22.1. Cloud Based 15.22.2. On-Premises 15.23. India Predictive Analytics Market Forecast, by Business Function 15.23.1. Marketing 15.23.2. Sales 15.23.3. Finance 15.23.4. Human resource 15.23.5. Operations 15.24. India Predictive Analytics Market Forecast, by Application Model 15.24.1. Risk Management 15.24.2. Operations Management 15.24.3. Sales & Marketing Management 15.24.4. Network Management 15.24.5. Supply Chain Management 15.24.6. Workforce Management 15.24.7. Other Applications 15.25. India Predictive Analytics Market Forecast, by Organization Size 15.25.1. Small & Medium Enterprises (SMES) 15.25.2. Large Enterprises 15.26. Japan Predictive Analytics Market Forecast, by Type 15.26.1. Solution 15.26.2. Services 15.27. Japan Predictive Analytics Market Forecast, by Deployment Type 15.27.1. Cloud Based 15.27.2. On-Premises 15.28. Japan Predictive Analytics Market Forecast, by Business Function 15.28.1. Marketing 15.28.2. Sales 15.28.3. Finance 15.28.4. Human resource 15.28.5. Operations 15.29. Japan Predictive Analytics Market Forecast, by Application Model 15.29.1. Risk Management 15.29.2. Operations Management 15.29.3. Sales & Marketing Management 15.29.4. Network Management 15.29.5. Supply Chain Management 15.29.6. Workforce Management 15.29.7. Other Applications 15.30. Japan Predictive Analytics Market Forecast, by Organization Size 15.30.1. Small & Medium Enterprises (SMES) 15.30.2. Large Enterprises 15.31. ASEAN Predictive Analytics Market Forecast, by Type 15.31.1. Solution 15.31.2. Services 15.32. ASEAN Predictive Analytics Market Forecast, by Deployment Type 15.32.1. Cloud Based 15.32.2. On-Premises 15.33. ASEAN Predictive Analytics Market Forecast, by Business Function 15.33.1. Marketing 15.33.2. Sales 15.33.3. Finance 15.33.4. Human resource 15.33.5. Operations 15.34. ASEAN Predictive Analytics Market Forecast, by Application Model 15.34.1. Risk Management 15.34.2. Operations Management 15.34.3. Sales & Marketing Management 15.34.4. Network Management 15.34.5. Supply Chain Management 15.34.6. Workforce Management 15.34.7. Other Applications 15.35. ASEAN Predictive Analytics Market Forecast, by Organization Size 15.35.1. Small & Medium Enterprises (SMES) 15.35.2. Large Enterprises 15.36. Rest of Asia Pacific Predictive Analytics Market Forecast, by Type 15.36.1. Solution 15.36.2. Services 15.37. Rest of Asia Pacific Predictive Analytics Market Forecast, by Deployment Type 15.37.1. Cloud Based 15.37.2. On-Premises 15.38. Rest of Asia Pacific Predictive Analytics Market Forecast, by Business Function 15.38.1. Marketing 15.38.2. Sales 15.38.3. Finance 15.38.4. Human resource 15.38.5. Operations 15.39. Rest of Asia Pacific Predictive Analytics Market Forecast, by Application Model 15.39.1. Risk Management 15.39.2. Operations Management 15.39.3. Sales & Marketing Management 15.39.4. Network Management 15.39.5. Supply Chain Management 15.39.6. Workforce Management 15.39.7. Other Applications 15.40. Rest of Asia Pacific Predictive Analytics Market Forecast, by Organization Size 15.40.1. Small & Medium Enterprises (SMES) 15.40.2. Large Enterprises 15.41. Asia Pacific Predictive Analytics Market Attractiveness Analysis 15.41.1. By Type 15.41.2. By Deployment Type 15.41.3. By Business Function 15.41.4. By Application Model 15.41.5. By Organization Size 15.42. PEST Analysis 15.43. Key Trends 15.44. Key Developments 16. Middle East & Africa Predictive Analytics Market Analysis 16.1. Key Findings 16.2. Middle East & Africa Predictive Analytics Market Overview 16.3. Middle East & Africa Predictive Analytics Market Value Share Analysis, by Type 16.4. Middle East & Africa Predictive Analytics Market Forecast, by Type 16.4.1. Solution 16.4.2. Services 16.5. Middle East & Africa Predictive Analytics Market Value Share Analysis, by Deployment Type 16.6. Middle East & Africa Predictive Analytics Market Forecast, by Deployment Type 16.6.1. Cloud Based 16.6.2. On-Premises 16.7. Middle East & Africa Predictive Analytics Market Value Share Analysis, by Business Function 16.8. Middle East & Africa Predictive Analytics Market Forecast, by Business Function 16.8.1. Marketing 16.8.2. Sales 16.8.3. Finance 16.8.4. Human resource 16.8.5. Operations 16.9. Middle East & Africa Predictive Analytics Market Value Share Analysis, by Application Model 16.10. Middle East & Africa Predictive Analytics Market Forecast, by Application Model 16.10.1. Risk Management 16.10.2. Operations Management 16.10.3. Sales & Marketing Management 16.10.4. Network Management 16.10.5. Supply Chain Management 16.10.6. Workforce Management 16.10.7. Other Applications 16.11. Middle East & Africa Predictive Analytics Market Value Share Analysis, by Organization Size 16.12. Middle East & Africa Predictive Analytics Market Forecast, by Organization Size 16.12.1. Small & Medium Enterprises (SMES) 16.12.2. Large Enterprises 16.13. Middle East & Africa Predictive Analytics Market Value Share Analysis, by Country 16.14. Middle East & Africa Predictive Analytics Market Forecast, by Country 16.14.1. GCC 16.14.2. South Africa 16.14.3. Rest of Middle East & Africa 16.15. Middle East & Africa Predictive Analytics Market Analysis, by Country 16.16. GCC Predictive Analytics Market Forecast, by Type 16.16.1. Solution 16.16.2. Services 16.17. GCC Predictive Analytics Market Forecast, by Deployment Type 16.17.1. Cloud Based 16.17.2. On-Premises 16.18. GCC Predictive Analytics Market Forecast, by Business Function 16.18.1. Marketing 16.18.2. Sales 16.18.3. Finance 16.18.4. Human resource 16.18.5. Operations 16.19. GCC Predictive Analytics Market Forecast, by Application Model 16.19.1. Risk Management 16.19.2. Operations Management 16.19.3. Sales & Marketing Management 16.19.4. Network Management 16.19.5. Supply Chain Management 16.19.6. Workforce Management 16.19.7. Other Applications 16.20. GCC Predictive Analytics Market Forecast, by Organization Size 16.20.1. Small & Medium Enterprises (SMES) 16.20.2. Large Enterprises 16.21. South Africa Predictive Analytics Market Forecast, by Type 16.21.1. Solution 16.21.2. Services 16.22. South Africa Predictive Analytics Market Forecast, by Deployment Type 16.22.1. Cloud Based 16.22.2. On-Premises 16.23. South Africa Predictive Analytics Market Forecast, by Business Function 16.23.1. Marketing 16.23.2. Sales 16.23.3. Finance 16.23.4. Human resource 16.23.5. Operations 16.24. South Africa Predictive Analytics Market Forecast, by Application Model 16.24.1. Risk Management 16.24.2. Operations Management 16.24.3. Sales & Marketing Management 16.24.4. Network Management 16.24.5. Supply Chain Management 16.24.6. Workforce Management 16.24.7. Other Applications 16.25. South Africa Predictive Analytics Market Forecast, by Organization Size 16.25.1. Small & Medium Enterprises (SMES) 16.25.2. Large Enterprises 16.26. Rest of Middle East & Africa Predictive Analytics Market Forecast, by Type 16.26.1. Solution 16.26.2. Services 16.27. Rest of Middle East & Africa Predictive Analytics Market Forecast, by Deployment Type 16.27.1. Cloud Based 16.27.2. On-Premises 16.28. Rest of Middle East & Africa Predictive Analytics Market Forecast, by Business Function 16.28.1. Marketing 16.28.2. Sales 16.28.3. Finance 16.28.4. Human resource 16.28.5. Operations 16.29. Rest of Middle East & Africa Predictive Analytics Market Forecast, by Application Model 16.29.1. Risk Management 16.29.2. Operations Management 16.29.3. Sales & Marketing Management 16.29.4. Network Management 16.29.5. Supply Chain Management 16.29.6. Workforce Management 16.29.7. Other Applications 16.30. Rest of Middle East & Africa Predictive Analytics Market Forecast, by Organization Size 16.30.1. Small & Medium Enterprises (SMES) 16.30.2. Large Enterprises 16.31. Middle East & Africa Predictive Analytics Market Attractiveness Analysis 16.31.1. By Type 16.31.2. By Deployment Type 16.31.3. By Business Function 16.31.4. By Application Model 16.31.5. By Organization Size 16.32. PEST Analysis 16.33. Key Trends 16.34. Key Developments 17. South America Predictive Analytics Market Analysis 17.1. Key Findings 17.2. South America Predictive Analytics Market Overview 17.3. South America Predictive Analytics Market Value Share Analysis, by Type 17.4. South America Predictive Analytics Market Forecast, by Type 17.4.1. Solution 17.4.2. Services 17.5. South America Predictive Analytics Market Value Share Analysis, by Deployment Type 17.6. South America Predictive Analytics Market Forecast, by Deployment Type 17.6.1. Cloud Based 17.6.2. On-Premises 17.7. South America Predictive Analytics Market Value Share Analysis, by Business Function 17.8. South America Predictive Analytics Market Forecast, by Business Function 17.8.1. Marketing 17.8.2. Sales 17.8.3. Finance 17.8.4. Human resource 17.8.5. Operations 17.9. South America Predictive Analytics Market Value Share Analysis, by Application Model 17.10. South America Predictive Analytics Market Forecast, by Application Model 17.10.1. Risk Management 17.10.2. Operations Management 17.10.3. Sales & Marketing Management 17.10.4. Network Management 17.10.5. Supply Chain Management 17.10.6. Workforce Management 17.10.7. Other Applications 17.11. South America Predictive Analytics Market Value Share Analysis, by Organization Size 17.12. South America Predictive Analytics Market Forecast, by Organization Size 17.12.1. Small & Medium Enterprises (SMES) 17.12.2. Large Enterprises 17.13. South America Predictive Analytics Market Value Share Analysis, by Country 17.14. South America Predictive Analytics Market Forecast, by Country 17.14.1. Brazil 17.14.2. Mexico 17.14.3. Rest of South America 17.15. South America Predictive Analytics Market Analysis, by Country 17.16. Brazil Predictive Analytics Market Forecast, by Type 17.16.1. Solution 17.16.2. Services 17.17. Brazil Predictive Analytics Market Forecast, by Deployment Type 17.17.1. Cloud Based 17.17.2. On-Premises 17.18. Brazil Predictive Analytics Market Forecast, by Business Function 17.18.1. Marketing 17.18.2. Sales 17.18.3. Finance 17.18.4. Human resource 17.18.5. Operations 17.19. Brazil Predictive Analytics Market Forecast, by Application Model 17.19.1. Risk Management 17.19.2. Operations Management 17.19.3. Sales & Marketing Management 17.19.4. Network Management 17.19.5. Supply Chain Management 17.19.6. Workforce Management 17.19.7. Other Applications 17.20. Brazil Predictive Analytics Market Forecast, by Organization Size 17.20.1. Small & Medium Enterprises (SMES) 17.20.2. Large Enterprises 17.21. Mexico Predictive Analytics Market Forecast, by Type 17.21.1. Solution 17.21.2. Services 17.22. Mexico Predictive Analytics Market Forecast, by Deployment Type 17.22.1. Cloud Based 17.22.2. On-Premises 17.23. Mexico Predictive Analytics Market Forecast, by Business Function 17.23.1. Marketing 17.23.2. Sales 17.23.3. Finance 17.23.4. Human resource 17.23.5. Operations 17.24. Mexico Predictive Analytics Market Forecast, by Application Model 17.24.1. Risk Management 17.24.2. Operations Management 17.24.3. Sales & Marketing Management 17.24.4. Network Management 17.24.5. Supply Chain Management 17.24.6. Workforce Management 17.24.7. Other Applications 17.25. Mexico Predictive Analytics Market Forecast, by Organization Size 17.25.1. Small & Medium Enterprises (SMES) 17.25.2. Large Enterprises 17.26. Rest of South America Predictive Analytics Market Forecast, by Type 17.26.1. Solution 17.26.2. Services 17.27. Rest of South America Predictive Analytics Market Forecast, by Deployment Type 17.27.1. Cloud Based 17.27.2. On-Premises 17.28. Rest of South America Predictive Analytics Market Forecast, by Business Function 17.28.1. Marketing 17.28.2. Sales 17.28.3. Finance 17.28.4. Human resource 17.28.5. Operations 17.29. Rest of South America Predictive Analytics Market Forecast, by Application Model 17.29.1. Risk Management 17.29.2. Operations Management 17.29.3. Sales & Marketing Management 17.29.4. Network Management 17.29.5. Supply Chain Management 17.29.6. Workforce Management 17.29.7. Other Applications 17.30. Rest of South America Predictive Analytics Market Forecast, by Organization Size 17.30.1. Small & Medium Enterprises (SMES) 17.30.2. Large Enterprises 17.31. South America Predictive Analytics Market Attractiveness Analysis 17.31.1. By Type 17.31.2. By Deployment Type 17.31.3. By Business Function 17.31.4. By Application Model 17.31.5. By Organization Size 17.32. PEST Analysis 17.33. Key Trends 17.34. Key Developments 18. Company Profiles 18.1. Market Share Analysis, by Company 18.2. Competition Matrix 18.2.1. Competitive Benchmarking of key players by price, presence, market share, Applications and R&D investment 18.2.2. New Product Launches and Product Enhancements 18.2.3. Market Consolidation 18.2.3.1. M&A by Regions, Investment and Applications 18.2.3.2. M&A Key Players, Forward Integration and Backward Integration 18.3. Company Profiles: Key Players 18.3.1. Accretive Technologies Inc.Company Overview 18.3.1.1. Financial Overview 18.3.1.2. Product Portfolio 18.3.1.3. Business Strategy 18.3.1.4. Recent Developments 18.3.1.5. Company Footprint 18.3.2. Angoss Software Corporation 18.3.3. FICO 18.3.4. HP 18.3.5. IBM 18.3.6. Information Builders 18.3.7. KXEN Inc. 18.3.8. Microsoft 18.3.9. Oracle 18.3.10. Salford Systems 18.3.11. lteryx 18.3.12. AgilOne 18.3.13. Domino Data lab 18.3.14. Dataiku 18.3.15. Exago 18.3.16. GoodData 18.3.17. Kognitio 18.3.18. KNIME.COM 18.3.19. MicroStrategy 18.3.20. NTT Data 18.3.21. Predixion Software 18.3.22. RapidMiner 18.3.23. QlikTech 18.3.24. Sisense 18.3.25. SAP 18.3.26. SAS Institute 18.3.27. Tableau Software 18.3.28. TIBCO 18.3.29. Teradata 19. Primary Key Insights