The predictive analytics market size is projected to grow from US$ 12,492.94 million in 2022 to US$ 38,038.83 million by 2028; it is expected to grow at a CAGR of 20.4% from 2022 to 2028.
Predictive analytics, a branch of advanced analytics, uses historical data combined with statistical modeling, data mining techniques, and machine learning to make predictions about future outcomes. Companies employ predictive analytics to find patterns in their data, which help them identify risks and opportunities. This type of advanced analytics is often associated with Big Data and data science. Managing the data residing in transactional databases, device log files, images, videos, sensors, and other data sources is the major challenge faced by companies these days. Data scientists use deep learning and machine learning algorithms to find patterns and predict future events for gathering insights from these data. These algorithms include linear and non-linear regression, neural networks, support vector machines, and decision trees. The insights gained through predictive analytics can be further used within prescriptive analytics.
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Predictive Analytics Market: Strategic Insights
Market Size Value in US$ 12,492.94 Million in 2022 Market Size Value by US$ 38,038.83 Million by 2028 Growth rate CAGR of 20.4% from 2022 to 2028 Forecast Period 2022-2028 Base Year 2022
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Predictive Analytics Market: Strategic Insights
| Market Size Value in | US$ 12,492.94 Million in 2022 |
| Market Size Value by | US$ 38,038.83 Million by 2028 |
| Growth rate | CAGR of 20.4% from 2022 to 2028 |
| Forecast Period | 2022-2028 |
| Base Year | 2022 |
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Impact of COVID-19 Pandemic on Asia Pacific Predictive Analytics Market
In 2020, APAC was severely affected by the COVID-19 outbreak. With the biggest population worldwide, China faced a greater risk of the spread of infection than any other country in this region. According to the Organization for Economic Co-operation and Development (OECD), the pandemic also affected significant economies such as India, Australia, and Japan. Further, in 2021, offices in several APAC countries resumed their operations due to relaxations in lockdown restrictions and progress in the vaccination process. The COVID-19 pandemic disrupted the operations of electronics & semiconductor firms, clients, and partners for an indefinite period due to travel restrictions and business shutdowns, severely influencing revenue and reducing technological spending. Businesses in the region are expected to invest more money and energy into identifying intelligent management solutions tailored to managing security threats associated with work-from-home models, which is likely to be a new normal in many countries. Thus, the predictive analytics market is estimated to experience substantial growth in the next few years.
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Market Insights – Predictive Analytics Market
Emergence of AIoT Technologies to Fuel Predictive Analytics Market Growth in Future
The artificial intelligence of things (AIoT) is the combination of artificial intelligence (AI) technologies and the internet of things (IoT) infrastructure. AIoT aims to create more efficient IoT operations, enhance human–machine interactions, and improve data management and analysis. AI is the simulation of human intelligence processes by machines, especially computer systems, and is commonly used in natural language processing, speech recognition, and machine vision. IoT is a system of interdependent computing devices, mechanical and digital machines, or objects with unique identifiers and the ability to transmit data over a network without requiring human-to-human or human-to-computer interaction. AIoT is transformative and mutually beneficial for both types of technologies, as AI adds value to IoT through machine learning capabilities and enhances decision-making, while IoT adds value to AI through connectivity, signaling, and data exchange. AIoT can improve businesses and services by creating more value from IoT-generated data. AI enables the IoT device to use collected big data to analyze, learn, and make better decisions without the need for human interference. With the integration of AI, IoT creates a much smarter system. The aim of having these systems is to make accurate judgments without the need for human intervention. The inclusion of 5G is one of the biggest possible innovations in AIoT. 5G is designed to enable the faster transmission of large data files in IoT devices through higher bandwidth and lower latency. The AIoT can help solve existing operational problems, such as the costs associated with effective human capital management or the complexity of supply chains and delivery models, providing a lucrative opportunity for the growth of the predictive analytics market.
Component-Based Predictive Analytics Market Insights
The predictive analytics market analysis, by component, is bifurcated into solution and service. The solutions segment accounted for a larger predictive analytics market share in 2021. Predictive analytics solutions involve extracting information from existing data sources, identifying patterns, and predicting future trends and outcomes. It uses different techniques, including artificial intelligence, statistical modeling, and machine learning, to make these predictions. Predictive analytics solutions provide a reliable method for forecasting because they focus on risk management and take what-if scenarios into account. Moreover, it helps organizations adapt to industry needs and innovate on the go. The predictive analytics market for solution is subsegmented into risk analytics, marketing analytics, sales analytics, customer analytics, and others.
Deployment Mode-Based Predictive Analytics Market Insights
The predictive analytics market analysis, by deployment mode, is bifurcated into on premise and cloud based. The cloud-based segment accounted for a larger predictive analytics market share in 2021. Many organizations use multiple cloud environments and, possibly, a range of tailormade infrastructure monitoring, management, and troubleshooting solutions. To gain visibility in the hybrid multi-cloud environment, Cloud Ops teams using traditional scanning methods can rely on manual capabilities and ignore the correlating information pieces in the underlying environment. Predictive analytics allows users to focus on insights from data rather than independently collecting, processing, and analyzing information from multiple cloud environments. Regardless of the complexity of the cloud network, advanced machine learning algorithms that power predictive analytics capabilities provide the necessary abstraction between the complex underlying infrastructure and data analytics.
Players operating in the predictive analytics market are mainly focused on the development of advanced and efficient products.
- In 2022, SAP acquired Askdata, which is a search-driven analytics company. The integration of Askdata with SAP is likely to enable their customers to make better informed decisions by maximizing business insights based on AI capabilities.
- In 2020, HPE acquired Determined AI, a San Francisco-based startup offering software stack for the accelerating training of models with its ML capabilities.
Company Profiles:
- IBM Corporation
- Microsoft Corporation
- Oracle Corporation
- SAP SE
- Google LLC
- SAS Institute Inc.
- Salesforce.com, inc.
- Amazon Web Services
- Hewlett Packard Enterprise Development LP (HPE)
- NTT DATA Corporation
Report Coverage
Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends
Segment Covered
Component, Deployment Mode, Organization Size, and Industry Vertical
Regional Scope
North America, Europe, Asia Pacific, Middle East & Africa, South & Central America
Country Scope
Argentina, Australia, Brazil, Canada, China, France, Germany, India, Italy, Japan, Mexico, Russian Federation, Saudi Arabia, South Africa, South Korea, United Arab Emirates, United Kingdom, United States
Frequently Asked Questions
The global predictive analytics market was valued at US$ 10,578.88 Mn in 2021
The key driving factors impacting the predictive analytics market are rise in adoption of big data technologies and increase in uptake of predictive analytics tools.
The key players holding the major market share of predictive analytics are IBM Corporation; Microsoft Corporation; Oracle Corporation; SAP SE; Google LLC; SAS Institute Inc.; Salesforce.com, inc.; Amazon Web Services; Hewlett Packard Enterprise Development LP (HPE); and NTT DATA Corporation
North America is the fastest-growing regional market in the global predictive analytics market in 2021.
US, UK, India, South Africa, and Brazil are the countries are registering a high growth rate during the forecast period.
The services segment led the predictive analytics in 2021.
The global predictive analytics market size is projected to reach US$ 38,038.83 Mn by 2028.
The incremental growth of the predictive analytics market during the forecast period is US$ 25,545.9 million with a CAGR of 20.4%
1. Introduction
1.1 Study Scope
1.2 The Insight Partners Research Report Guidance
1.3 Market Segmentation
1.3.1 Global Predictive Analytics Market – By Component
1.3.2 Global Predictive Analytics Market – By Deployment Mode
1.3.3 Global Predictive Analytics Market – By Organization Size
1.3.4 Global Predictive Analytics Market – By Industry Vertical
1.3.5 Global Predictive Analytics Market – By Geography
2. Key Takeaways
3. Research Methodology
3.1 Coverage
3.2 Secondary Research
3.3 Primary Research
4. Predictive Analytics - Market Landscape
4.1 Market Overview
4.2 PEST Analysis
4.2.1 North America
4.2.2 Europe
4.2.3 APAC
4.2.4 MEA
4.2.5 SAM
4.3 Ecosystem Analysis
4.4 Expert Opinion
5. Predictive Analytics Market– Key Market Dynamics
5.1 Market Drivers
5.1.1 Rise in Adoption of Big Data Technologies
5.1.2 Increase in Uptake of Predictive Analytics Tools
5.2 Market Restraints
5.2.1 Changing Regional Data Regulations
5.3 Market Opportunities
5.3.1 Emergence of AIoT Technologies
5.4 Future Trends
5.4.1 Expansion of Dark Data
5.5 Impact Analysis of Drivers and Restraints
6. Predictive Analytics Market – Global Market Analysis
6.1 Overview
6.2 Global Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
6.3 Market Positioning - Top Five Players
7. Predictive Analytics Market Revenue and Forecast to 2028 – Component
7.1 Overview
7.2 Predictive Analytics Market, By Component (2021 And 2028)
7.3 Solutions
7.3.1 Overview
7.3.2 Solutions: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
7.3.2.1 Risk Analytics
7.3.2.1.1 Overview
7.3.2.1.2 Risk Analytics: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
7.3.2.2 Marketing Analytics
7.3.2.2.1 Overview
7.3.2.2.2 Marketing Analytics: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
7.3.2.3 Sales Analytics
7.3.2.3.1 Overview
7.3.2.3.2 Sales Analytics: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
7.3.2.4 Customer Analytics
7.3.2.4.1 Overview
7.3.2.4.2 Customer Analytics: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
7.3.2.5 Others
7.3.2.5.1 Overview
7.3.2.5.2 Others: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
7.4 Services
7.4.1 Overview
7.4.2 Services: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
8. Predictive Analytics Market Revenue and Forecast to 2028 – Deployment Mode
8.1 Overview
8.2 Predictive Analytics Market, By Deployment Mode (2021 And 2028)
8.3 Cloud
8.3.1 Overview
8.3.2 Cloud: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
8.4 On-Premises
8.4.1 Overview
8.4.2 On-Premises: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
9. Predictive Analytics Market Revenue and Forecast to 2028 – Organization Size
9.1 Overview
9.2 Predictive Analytics Market, By Organization Size (2021 And 2028)
9.3 Large Enterprises
9.3.1 Overview
9.3.2 Large Enterprises: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
9.4 Small and Medium-Sized Enterprises
9.4.1 Overview
9.4.2 Small and Medium-Sized Enterprises: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
10. Predictive Analytics Market Revenue and Forecast to 2028 – Industry Vertical
10.1 Overview
10.2 Predictive Analytics Market, By Industry Vertical (2021 And 2028)
10.3 BFSI
10.3.1 Overview
10.3.2 BFSI: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
10.4 Manufacturing
10.4.1 Overview
10.4.2 Manufacturing: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
10.5 Retail and eCommerce
10.5.1 Overview
10.5.2 Retail and eCommerce: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
10.6 IT and Telecom
10.6.1 Overview
10.6.2 IT and Telecom: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
10.7 Energy and Utilities
10.7.1 Overview
10.7.2 Energy and Utilities: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
10.8 Government and Defense
10.8.1 Overview
10.8.2 Government and Defense: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
10.9 Others
10.9.1 Overview
10.9.2 Others: Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
11. Predictive Analytics Market – Geographic Analysis
11.1 Overview
11.2 North America: Predictive Analytics Market
11.2.1 Overview
11.2.2 North America: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
11.2.3 North America: Predictive Analytics Market Revenue and Forecast, by Component
11.2.4 North America: Predictive Analytics Market Revenue and Forecast, by Deployment Mode
11.2.5 North America: Predictive Analytics Market Revenue and Forecast, by Organization Size
11.2.6 North America: Predictive Analytics Market Revenue and Forecast, by Industry Verticals
11.2.7 North America: Predictive Analytics Market Revenue and Forecast, by Country (2021 and 2028)
11.2.7.1 US: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
11.2.7.1.1 US Predictive Analytics Market Breakdown, By Component
11.2.7.1.2 US Predictive Analytics Market Breakdown, By Deployment Mode
11.2.7.1.3 US Predictive Analytics Market Breakdown, By Organization Size
11.2.7.1.4 US Predictive Analytics Market Breakdown, By Industry Verticals
11.2.7.2 Canada: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
11.2.7.2.1 Canada Predictive Analytics Market Breakdown, By Component
11.2.7.2.2 Canada Predictive Analytics Market Breakdown, By Deployment Mode
11.2.7.2.3 Canada Predictive Analytics Market Breakdown, By Organization Size
11.2.7.2.4 Canada Predictive Analytics Market Breakdown, By Industry Verticals
11.2.7.3 Mexico: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
11.2.7.3.1 Mexico Predictive Analytics Market Breakdown, By Component
11.2.7.3.2 Mexico Predictive Analytics Market Breakdown, By Deployment Mode
11.2.7.3.3 Mexico Predictive Analytics Market Breakdown, By Organization Size
11.2.7.3.4 Mexico Predictive Analytics Market Breakdown, By Industry Verticals
11.3 Europe: Predictive Analytics Market
11.3.1 Overview
11.3.2 Europe Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
11.3.3 Europe: Predictive Analytics Market Revenue and Forecast, by Component
11.3.4 Europe: Predictive Analytics Market Revenue and Forecast, by Deployment Mode
11.3.5 Europe: Predictive Analytics Market Revenue and Forecast, by Organization Size
11.3.6 Europe: Predictive Analytics Market Revenue and Forecast, by Industry Verticals
11.3.7 Europe Predictive Analytics Market Breakdown, By Key Country
11.3.7.1 Germany Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
11.3.7.1.1 Germany Predictive Analytics Market Breakdown, By Component
11.3.7.1.2 Germany Predictive Analytics Market Breakdown, By Deployment Mode
11.3.7.1.3 Germany Predictive Analytics Market Breakdown, By Organization Size
11.3.7.1.4 Germany Predictive Analytics Market Breakdown, By Industry Verticals
11.3.7.2 France Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
11.3.7.2.1 France Predictive Analytics Market Breakdown, By Component
11.3.7.2.2 France Predictive Analytics Market Breakdown, By Deployment Mode
11.3.7.2.3 France Predictive Analytics Market Breakdown, By Organization Size
11.3.7.2.4 France Predictive Analytics Market Breakdown, By Industry Verticals
11.3.7.3 Italy Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
11.3.7.3.1 Italy Predictive Analytics Market Breakdown, By Component
11.3.7.3.2 Italy Predictive Analytics Market Breakdown, By Deployment Mode
11.3.7.3.3 Italy Predictive Analytics Market Breakdown, By Organization Size
11.3.7.3.4 Italy Predictive Analytics Market Breakdown, By Industry Verticals
11.3.7.4 UK Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
11.3.7.4.1 UK Predictive Analytics Market Breakdown, By Component
11.3.7.4.2 UK Predictive Analytics Market Breakdown, By Deployment Mode
11.3.7.4.3 UK Predictive Analytics Market Breakdown, By Organization Size
11.3.7.4.4 UK Predictive Analytics Market Breakdown, By Industry Verticals
11.3.7.5 Russia Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
11.3.7.5.1 Russia Predictive Analytics Market Breakdown, By Component
11.3.7.5.2 Russia Predictive Analytics Market Breakdown, By Deployment Mode
11.3.7.5.3 Russia Predictive Analytics Market Breakdown, By Organization Size
11.3.7.5.4 Russia Predictive Analytics Market Breakdown, By Industry Verticals
11.3.7.6 Rest of Europe Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
11.3.7.6.1 Rest of Europe Predictive Analytics Market Breakdown, By Component
11.3.7.6.2 Rest of Europe Predictive Analytics Market Breakdown, By Deployment Mode
11.3.7.6.3 Rest of Europe Predictive Analytics Market Breakdown, By Organization Size
11.3.7.6.4 Rest of Europe Predictive Analytics Market Breakdown, By Industry Verticals
11.4 APAC: Predictive Analytics Market
11.4.1 Overview
11.4.2 APAC: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
11.4.3 APAC: Predictive Analytics Market Revenue and Forecast, by Component
11.4.4 APAC: Predictive Analytics Market Revenue and Forecast, by Deployment Mode
11.4.5 APAC: Predictive Analytics Market Revenue and Forecast, by Organization Size
11.4.6 APAC: Predictive Analytics Market Revenue and Forecast, by Industry Verticals
11.4.7 APAC: Predictive Analytics Market, by Key Country
11.4.7.1 Australia: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
11.4.7.1.1 Australia Predictive Analytics Market Breakdown, By Component
11.4.7.1.2 Australia Predictive Analytics Market Breakdown, By Deployment Mode
11.4.7.1.3 Australia Predictive Analytics Market Breakdown, By Organization Size
11.4.7.1.4 Australia Predictive Analytics Market Breakdown, By Industry Verticals
11.4.7.2 China: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
11.4.7.2.1 China Predictive Analytics Market Breakdown, By Component
11.4.7.2.2 China Predictive Analytics Market Breakdown, By Deployment Mode
11.4.7.2.3 China Predictive Analytics Market Breakdown, By Organization Size
11.4.7.2.4 China Predictive Analytics Market Breakdown, By Industry Verticals
11.4.7.3 India: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
11.4.7.3.1 India Predictive Analytics Market Breakdown, By Component
11.4.7.3.2 India Predictive Analytics Market Breakdown, By Deployment Mode
11.4.7.3.3 India Predictive Analytics Market Breakdown, By Organization Size
11.4.7.3.4 India Predictive Analytics Market Breakdown, By Industry Verticals
11.4.7.4 Japan: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
11.4.7.4.1 Japan Predictive Analytics Market Breakdown, By Component
11.4.7.4.2 Japan Predictive Analytics Market Breakdown, By Deployment Mode
11.4.7.4.3 Japan Predictive Analytics Market Breakdown, By Organization Size
11.4.7.4.4 Japan Predictive Analytics Market Breakdown, By Industry Verticals
11.4.7.5 South Korea: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
11.4.7.5.1 South Korea Predictive Analytics Market Breakdown, By Component
11.4.7.5.2 South Korea Predictive Analytics Market Breakdown, By Deployment Mode
11.4.7.5.3 South Korea Predictive Analytics Market Breakdown, By Organization Size
11.4.7.5.4 South Korea Predictive Analytics Market Breakdown, By Industry Verticals
11.4.7.6 Rest of APAC: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
11.4.7.6.1 Rest of APAC Predictive Analytics Market Breakdown, By Component
11.4.7.6.2 Rest of APAC Predictive Analytics Market Breakdown, By Deployment Mode
11.4.7.6.3 Rest of APAC Predictive Analytics Market Breakdown, By Organization Size
11.4.7.6.4 Rest of APAC Predictive Analytics Market Breakdown, By Industry Vertical
11.5 MEA: Predictive Analytics Market
11.5.1 Overview
11.5.2 MEA: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
11.5.3 Middle East and Africa: Predictive Analytics Market Revenue and Forecast, by Component
11.5.4 Middle East and Africa: Predictive Analytics Market Revenue and Forecast, by Deployment Mode
11.5.5 Middle East and Africa: Predictive Analytics Market Revenue and Forecast, by Organization Size
11.5.6 Middle East and Africa: Predictive Analytics Market, by Industry Vertical
11.5.7 MEA: Predictive Analytics Market Revenue and Forecast, by Country
11.5.7.1 South Africa: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
11.5.7.1.1 South Africa Predictive Analytics Market Breakdown, By Component
11.5.7.1.2 South Africa Predictive Analytics Market Breakdown, By Deployment Mode
11.5.7.1.3 South Africa Predictive Analytics Market Breakdown, By Organization Size
11.5.7.1.4 South Africa Predictive Analytics Market Breakdown, By Industry Verticals
11.5.7.2 Saudi Arabia: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
11.5.7.2.1 Saudi Arabia Predictive Analytics Market Breakdown, By Component
11.5.7.2.2 Saudi Arabia Predictive Analytics Market Breakdown, By Deployment Mode
11.5.7.2.3 Saudi Arabia Predictive Analytics Market Breakdown, By Organization Size
11.5.7.2.4 Saudi Arabia Predictive Analytics Market Breakdown, By Industry Verticals
11.5.7.3 UAE: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
11.5.7.3.1 UAE Predictive Analytics Market Breakdown, By Component
11.5.7.3.2 UAE Predictive Analytics Market Breakdown, By Deployment Mode
11.5.7.3.3 UAE Predictive Analytics Market Breakdown, By Organization Size
11.5.7.3.4 UAE Predictive Analytics Market Breakdown, By Industry Verticals
11.5.7.4 Rest of MEA: Predictive Analytics Market, Revenue and Forecast to 2028 (US$ Million)
11.5.7.4.1 Rest of MEA Predictive Analytics Market Breakdown, By Component
11.5.7.4.2 Rest of MEA Predictive Analytics Market Breakdown, By Deployment Mode
11.5.7.4.3 Rest of MEA Predictive Analytics Market Breakdown, By Organization Size
11.5.7.4.4 Rest of MEA Predictive Analytics Market Breakdown, By Industry Verticals
11.6 SAM: Predictive Analytics Market
11.6.1 Overview
11.6.2 SAM: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
11.6.3 SAM: Predictive Analytics Market Revenue and Forecast, by Component
11.6.4 SAM: Predictive Analytics Market Revenue and Forecast, by Deployment Mode
11.6.5 SAM: Predictive Analytics Market Revenue and Forecast, by Organization Size
11.6.6 SAM: Predictive Analytics Market Revenue and Forecast, by Industry Verticals
11.6.7 SAM: Predictive Analytics Market Revenue and Forecast, by Country
11.6.7.1 Brazil: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
11.6.7.1.1 Brazil Predictive Analytics Market Breakdown, By Component
11.6.7.1.2 Brazil Predictive Analytics Market Breakdown, By Deployment Mode
11.6.7.1.3 Brazil Predictive Analytics Market Breakdown, By Organization Size
11.6.7.1.4 Brazil Predictive Analytics Market Breakdown, By Industry Verticals
11.6.7.2 Argentina: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
11.6.7.2.1 Argentina Predictive Analytics Market Breakdown, By Component
11.6.7.2.2 Argentina Predictive Analytics Market Breakdown, By Deployment Mode
11.6.7.2.3 Argentina Predictive Analytics Market Breakdown, By Organization Size
11.6.7.2.4 Argentina Predictive Analytics Market Breakdown, By Industry Verticals
11.6.7.3 Rest of SAM: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
11.6.7.3.1 Rest of SAM Predictive Analytics Market Breakdown, By Component
11.6.7.3.2 Rest of SAM Predictive Analytics Market Breakdown, By Deployment Mode
11.6.7.3.3 Rest of SAM Predictive Analytics Market Breakdown, By Organization Size
11.6.7.3.4 Rest of SAM Predictive Analytics Market Breakdown, By Industry Verticals
12. Predictive Analytics Market- COVID-19 Impact Analysis
12.1 Overview
12.2 North America
12.3 Europe
12.4 Asia-Pacific
12.5 Middle East and Africa
12.6 South America
13. Industry Landscape
13.1 Market Initiative
13.2 Merger and Acquisition
13.3 New Development
14. Company Profiles
14.1 IBM Corporation
14.1.1 Key Facts
14.1.2 Business Description
14.1.3 Products and Services
14.1.4 Financial Overview
14.1.5 SWOT Analysis
14.1.6 Key Developments
14.2 Microsoft Corporation
14.2.1 Key Facts
14.2.2 Business Description
14.2.3 Products and Services
14.2.4 Financial Overview
14.2.5 SWOT Analysis
14.2.6 Key Developments
14.3 Oracle Corporation
14.3.1 Key Facts
14.3.2 Business Description
14.3.3 Products and Services
14.3.4 Financial Overview
14.3.5 SWOT Analysis
14.3.6 Key Developments
14.4 SAP SE
14.4.1 Key Facts
14.4.2 Business Description
14.4.3 Products and Services
14.4.4 Financial Overview
14.4.5 SWOT Analysis
14.4.6 Key Developments
14.5 Google LLC
14.5.1 Key Facts
14.5.2 Business Description
14.5.3 Products and Services
14.5.4 Financial Overview
14.5.5 SWOT Analysis
14.5.6 Key Developments
14.6 SAS Institute Inc.
14.6.1 Key Facts
14.6.2 Business Description
14.6.3 Products and Services
14.6.4 Financial Overview
14.6.5 SWOT Analysis
14.6.6 Key Developments
14.7 Salesforce.com, inc.
14.7.1 Key Facts
14.7.2 Business Description
14.7.3 Products and Services
14.7.4 Financial Overview
14.7.5 SWOT Analysis
14.7.6 Key Developments
14.8 Amazon Web Services
14.8.1 Key Facts
14.8.2 Business Description
14.8.3 Products and Services
14.8.4 Financial Overview
14.8.5 SWOT Analysis
14.8.6 Key Developments
14.9 Hewlett Packard Enterprise Development LP (HPE)
14.9.1 Key Facts
14.9.2 Business Description
14.9.3 Products and Services
14.9.4 Financial Overview
14.9.5 SWOT Analysis
14.9.6 Key Developments
14.10 NTT DATA Corporation
14.10.1 Key Facts
14.10.2 Business Description
14.10.3 Products and Services
14.10.4 Financial Overview
14.10.5 SWOT Analysis
14.10.6 Key Developments
15. Appendix
15.1 About The Insight Partners
15.2 Glossary of Terms
LIST OF TABLES
Table 1. Global Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
Table 2. North America: Predictive Analytics Market, Revenue and Forecast to 2028 - By Component (US$ Million)
Table 3. North America: Predictive Analytics Market, Revenue and Forecast to 2028 - By Solution (US$ Million)
Table 4. North America: Predictive Analytics Market, Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
Table 5. North America: Predictive Analytics Market, Revenue and Forecast to 2028 - By Organization Size (US$ Million)
Table 6. North America: Predictive Analytics Market, Revenue and Forecast to 2028 - By Industry Vertical (US$ Million)
Table 7. North America: Predictive Analytics Market, Revenue and Forecast to 2028 - By Country (US$ Million)
Table 8. US Predictive Analytics Market Revenue and Forecast to 2028 – By Component (US$ Million)
Table 9. US Predictive Analytics Market Revenue and Forecast to 2028 – By Solution (US$ Million)
Table 10. US Predictive Analytics Market Revenue and Forecast to 2028 – By Deployment Mode (US$ Million)
Table 11. US Predictive Analytics Market Revenue and Forecast to 2028 – By Organization Size (US$ Million)
Table 12. US Predictive Analytics Market Revenue and Forecast to 2028 – By Industry Verticals (US$ Million)
Table 13. Canada Predictive Analytics Market Revenue and Forecast to 2028 – By Component (US$ Million)
Table 14. Canada Predictive Analytics Market Revenue and Forecast to 2028 – By Solution (US$ Million)
Table 15. Canada Predictive Analytics Market Revenue and Forecast to 2028 – By Deployment Mode (US$ Million)
Table 16. Canada Predictive Analytics Market Revenue and Forecast to 2028 – By Organization Size (US$ Million)
Table 17. Canada Predictive Analytics Market Revenue and Forecast to 2028 – By Industry Verticals (US$ Million)
Table 18. Mexico Predictive Analytics Market Revenue and Forecast to 2028 – By Component (US$ Million)
Table 19. Mexico Predictive Analytics Market Revenue and Forecast to 2028 – By Solution (US$ Million)
Table 20. Mexico Predictive Analytics Market Revenue and Forecast to 2028 – By Deployment Mode (US$ Million)
Table 21. Mexico Predictive Analytics Market Revenue and Forecast to 2028 – By Organization Size (US$ Million)
Table 22. Mexico Predictive Analytics Market Revenue and Forecast to 2028 – By Industry Verticals (US$ Million)
Table 23. Europe: Predictive Analytics Market, Revenue and Forecast to 2028 - By Component (US$ Million)
Table 24. Europe Predictive Analytics Market Revenue and Forecast to 2028 – By Solution (US$ Million)
Table 25. Europe: Predictive Analytics Market, Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
Table 26. Europe: Predictive Analytics Market, Revenue and Forecast to 2028 - By Organization Size (US$ Million)
Table 27. Europe: Predictive Analytics Market, Revenue and Forecast to 2028 - By Industry Verticals (US$ Million)
Table 28. Europe: Predictive Analytics Market, Revenue and Forecast to 2028 - By Country (US$ Million)
Table 29. Germany Predictive Analytics Market Revenue and Forecast to 2028 – By Component (US$ Million)
Table 30. Germany Predictive Analytics Market Revenue and Forecast to 2028 – By Solution (US$ Million)
Table 31. Germany Predictive Analytics Market Revenue and Forecast to 2028 – By Deployment Mode (US$ Million)
Table 32. Germany Predictive Analytics Market Revenue and Forecast to 2028 – By Organization Size (US$ Million)
Table 33. Germany Predictive Analytics Market Revenue and Forecast to 2028 – By Industry Verticals (US$ Million)
Table 34. France Predictive Analytics Market Revenue and Forecast to 2028 – By Component (US$ Million)
Table 35. France Predictive Analytics Market Revenue and Forecast to 2028 – By Solution (US$ Million)
Table 36. France Predictive Analytics Market Revenue and Forecast to 2028 – By Deployment Mode (US$ Million)
Table 37. France Predictive Analytics Market Revenue and Forecast to 2028 – By Organization Size (US$ Million)
Table 38. France Predictive Analytics Market Revenue and Forecast to 2028 – By Industry Verticals (US$ Million)
Table 39. Italy Predictive Analytics Market Revenue and Forecast to 2028 – By Component (US$ Million)
Table 40. Italy Predictive Analytics Market Revenue and Forecast to 2028 – By Solution (US$ Million)
Table 41. Italy Predictive Analytics Market Revenue and Forecast to 2028 – By Deployment Mode (US$ Million)
Table 42. Italy Predictive Analytics Market Revenue and Forecast to 2028 – By Organization Size (US$ Million)
Table 43. Italy Predictive Analytics Market Revenue and Forecast to 2028 – By Industry Verticals (US$ Million)
Table 44. UK Predictive Analytics Market Revenue and Forecast to 2028 – By Component (US$ Million)
Table 45. UK Predictive Analytics Market Revenue and Forecast to 2028 – By Solution (US$ Million)
Table 46. UK Predictive Analytics Market Revenue and Forecast to 2028 – By Deployment Mode (US$ Million)
Table 47. UK Predictive Analytics Market Revenue and Forecast to 2028 – By Organization Size (US$ Million)
Table 48. UK Predictive Analytics Market Revenue and Forecast to 2028 – By Industry Verticals (US$ Million)
Table 49. Russia Predictive Analytics Market Revenue and Forecast to 2028 – By Component (US$ Million)
Table 50. UK Predictive Analytics Market Revenue and Forecast to 2028 – By Solution (US$ Million)
Table 51. Russia Predictive Analytics Market Revenue and Forecast to 2028 – By Deployment Mode (US$ Million)
Table 52. Russia Predictive Analytics Market Revenue and Forecast to 2028 – By Organization Size (US$ Million)
Table 53. Russia Predictive Analytics Market Revenue and Forecast to 2028 – By Industry Verticals (US$ Million)
Table 54. Rest of Europe Predictive Analytics Market Revenue and Forecast to 2028 – By Component (US$ Million)
Table 55. Rest of Europe Predictive Analytics Market Revenue and Forecast to 2028 – By Solution (US$ Million)
Table 56. Rest of Europe Predictive Analytics Market Revenue and Forecast to 2028 – By Deployment Mode (US$ Million)
Table 57. Rest of Europe Predictive Analytics Market Revenue and Forecast to 2028 – By Organization Size (US$ Million)
Table 58. Rest of Europe Predictive Analytics Market Revenue and Forecast to 2028 – By Industry Verticals (US$ Million)
Table 59. APAC: Predictive Analytics Market, Revenue and Forecast to 2028 - By Component (US$ Million)
Table 60. APAC Predictive Analytics Market Revenue and Forecast to 2028 – By Solution (US$ Million)
Table 61. APAC: Predictive Analytics Market, Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
Table 62. APAC: Predictive Analytics Market, Revenue and Forecast to 2028 - By Organization Size (US$ Million)
Table 63. APAC: Predictive Analytics Market, Revenue and Forecast to 2028 - By Industry Verticals (US$ Million)
Table 64. Asia Pacific: Predictive Analytics Market, Revenue and Forecast to 2028 - By Country (US$ Million)
Table 65. Australia Predictive Analytics Market Revenue and Forecast to 2028 – By Component (US$ Million)
Table 66. Australia Predictive Analytics Market Revenue and Forecast to 2028 – By Solution (US$ Million)
Table 67. Australia Predictive Analytics Market Revenue and Forecast to 2028 – By Deployment Mode (US$ Million)
Table 68. Australia Predictive Analytics Market Revenue and Forecast to 2028 – By Organization Size (US$ Million)
Table 69. Australia Predictive Analytics Market Revenue and Forecast to 2028 – By Industry Verticals (US$ Million)
Table 70. China Predictive Analytics Market Revenue and Forecast to 2028 – By Component (US$ Million)
Table 71. Australia Predictive Analytics Market Revenue and Forecast to 2028 – By Solution (US$ Million)
Table 72. China Predictive Analytics Market Revenue and Forecast to 2028 – By Deployment Mode (US$ Million)
Table 73. China Predictive Analytics Market Revenue and Forecast to 2028 – By Organization Size (US$ Million)
Table 74. China Predictive Analytics Market Revenue and Forecast to 2028 – By Industry Verticals (US$ Million)
Table 75. India Predictive Analytics Market Revenue and Forecast to 2028 – By Component (US$ Million)
Table 76. India Predictive Analytics Market Revenue and Forecast to 2028 – By Solution (US$ Million)
Table 77. India Predictive Analytics Market Revenue and Forecast to 2028 – By Deployment Mode (US$ Million)
Table 78. India Predictive Analytics Market Revenue and Forecast to 2028 – By Organization Size (US$ Million)
Table 79. India Predictive Analytics Market Revenue and Forecast to 2028 – By Industry Verticals (US$ Million)
Table 80. Japan Predictive Analytics Market Revenue and Forecast to 2028 – By Component (US$ Million)
Table 81. Japan Predictive Analytics Market Revenue and Forecast to 2028 – By Solution (US$ Million)
Table 82. Japan Predictive Analytics Market Revenue and Forecast to 2028 – By Deployment Mode (US$ Million)
Table 83. Japan Predictive Analytics Market Revenue and Forecast to 2028 – By Organization Size (US$ Million)
Table 84. Japan Predictive Analytics Market Revenue and Forecast to 2028 – By Industry Verticals (US$ Million)
Table 85. South Korea Predictive Analytics Market Revenue and Forecast to 2028 – By Component (US$ Million)
Table 86. South Korea Predictive Analytics Market Revenue and Forecast to 2028 – By Solution (US$ Million)
Table 87. South Korea Predictive Analytics Market Revenue and Forecast to 2028 – By Deployment Mode (US$ Million)
Table 88. South Korea Predictive Analytics Market Revenue and Forecast to 2028 – By Organization Size (US$ Million)
Table 89. South Korea Predictive Analytics Market Revenue and Forecast to 2028 – By Industry Verticals (US$ Million)
Table 90. Rest of APAC Predictive Analytics Market Revenue and Forecast to 2028 – By Component (US$ Million)
Table 91. Rest of APAC Predictive Analytics Market Revenue and Forecast to 2028 – By Solution (US$ Million)
Table 92. Rest of APAC Predictive Analytics Market Revenue and Forecast to 2028 – By Deployment Mode (US$ Million)
Table 93. Rest of APAC Predictive Analytics Market Revenue and Forecast to 2028 – By Organization Size (US$ Million)
Table 94. Rest of APAC Predictive Analytics Market Revenue and Forecast to 2028 – By Industry Vertical (US$ Million)
Table 95. Middle East and Africa: Predictive Analytics Market, Revenue and Forecast to 2028 - By Component (US$ Million)
Table 96. MEA Predictive Analytics Market Revenue and Forecast to 2028 – By Solution (US$ Million)
Table 97. Middle East and Africa: Predictive Analytics Market, Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
Table 98. Middle East and Africa: Predictive Analytics Market, Revenue and Forecast to 2028 - By Organization Size (US$ Million)
Table 99. Middle East and Africa: Predictive Analytics Market, Revenue and Forecast to 2028 - By Industry Vertical (US$ Million)
Table 100. Middle East and Africa: Predictive Analytics Market, Revenue and Forecast to 2028 - By Country (US$ Million)
Table 101. South Africa Predictive Analytics Market Revenue and Forecast to 2028 – By Component (US$ Million)
Table 102. South Africa Predictive Analytics Market Revenue and Forecast to 2028 – By Solution (US$ Million)
Table 103. South Africa Predictive Analytics Market Revenue and Forecast to 2028 – By Deployment Mode (US$ Million)
Table 104. South Africa Predictive Analytics Market Revenue and Forecast to 2028 – By Organization Size (US$ Million)
Table 105. South Africa Predictive Analytics Market Revenue and Forecast to 2028 – By Industry Verticals (US$ Million)
Table 106. Saudi Arabia Predictive Analytics Market Revenue and Forecast to 2028 – By Component (US$ Million)
Table 107. Saudi Arabia Predictive Analytics Market Revenue and Forecast to 2028 – By Solution (US$ Million)
Table 108. Saudi Arabia Predictive Analytics Market Revenue and Forecast to 2028 – By Deployment Mode (US$ Million)
Table 109. Saudi Arabia Predictive Analytics Market Revenue and Forecast to 2028 – By Organization Size (US$ Million)
Table 110. Saudi Arabia Predictive Analytics Market Revenue and Forecast to 2028 – By Industry Verticals (US$ Million)
Table 111. UAE Predictive Analytics Market Revenue and Forecast to 2028 – By Component (US$ Million)
Table 112. UAE Predictive Analytics Market Revenue and Forecast to 2028 – By Solution (US$ Million)
Table 113. UAE Predictive Analytics Market Revenue and Forecast to 2028 – By Deployment Mode (US$ Million)
Table 114. UAE Predictive Analytics Market Revenue and Forecast to 2028 – By Organization Size (US$ Million)
Table 115. UAE Predictive Analytics Market Revenue and Forecast to 2028 – By Industry Verticals (US$ Million)
Table 116. Rest of MEA Predictive Analytics Market Revenue and Forecast to 2028 – By Component (US$ Million)
Table 117. Rest of MEA Predictive Analytics Market Revenue and Forecast to 2028 – By Solution (US$ Million)
Table 118. Rest of MEA Predictive Analytics Market Revenue and Forecast to 2028 – By Deployment Mode (US$ Million)
Table 119. Rest of MEA Predictive Analytics Market Revenue and Forecast to 2028 – By Organization Size (US$ Million)
Table 120. Rest of MEA Predictive Analytics Market Revenue and Forecast to 2028 – By Industry Verticals (US$ Million)
Table 121. SAM: Predictive Analytics Market, Revenue and Forecast to 2028 - By Component (US$ Million)
Table 122. SAM Predictive Analytics Market Revenue and Forecast to 2028 – By Solution (US$ Million)
Table 123. SAM: Predictive Analytics Market, Revenue and Forecast to 2028 - By Deployment Mode (US$ Million)
Table 124. SAM: Predictive Analytics Market, Revenue and Forecast to 2028 - By Organization Size (US$ Million)
Table 125. SAM: Predictive Analytics Market, Revenue and Forecast to 2028 - By Industry Verticals (US$ Million)
Table 126. South America: Predictive Analytics Market, Revenue and Forecast to 2028 - By Country (US$ Million)
Table 127. Brazil Predictive Analytics Market Revenue and Forecast to 2028 – By Component (US$ Million)
Table 128. Brazil Predictive Analytics Market Revenue and Forecast to 2028 – By Solution (US$ Million)
Table 129. Brazil Predictive Analytics Market Revenue and Forecast to 2028 – By Deployment Mode (US$ Million)
Table 130. Brazil Predictive Analytics Market Revenue and Forecast to 2028 – By Organization Size (US$ Million)
Table 131. Brazil Predictive Analytics Market Revenue and Forecast to 2028 – By Industry Verticals (US$ Million)
Table 132. Argentina Predictive Analytics Market Revenue and Forecast to 2028 – By Component (US$ Million)
Table 133. Argentina Predictive Analytics Market Revenue and Forecast to 2028 – By Solution (US$ Million)
Table 134. Argentina Predictive Analytics Market Revenue and Forecast to 2028 – By Deployment Mode (US$ Million)
Table 135. Argentina Predictive Analytics Market Revenue and Forecast to 2028 – By Organization Size (US$ Million)
Table 136. Argentina Predictive Analytics Market Revenue and Forecast to 2028 – By Industry Verticals (US$ Million)
Table 137. Rest of SAM Predictive Analytics Market Revenue and Forecast to 2028 – By Component (US$ Million)
Table 138. Rest of SAM Predictive Analytics Market Revenue and Forecast to 2028 – By Solution (US$ Million)
Table 139. Rest of SAM Predictive Analytics Market Revenue and Forecast to 2028 – By Deployment Mode (US$ Million)
Table 140. Rest of SAM Predictive Analytics Market Revenue and Forecast to 2028 – By Organization Size (US$ Million)
Table 141. Rest of SAM Predictive Analytics Market Revenue and Forecast to 2028 – By Industry Verticals (US$ Million)
Table 142. Glossary of Terms, Predictive Analytics Market
LIST OF FIGURES
Figure 1. Predictive Analytics Market Segmentation
Figure 2. Predictive Analytics Market Segmentation – By Geography
Figure 3. Global Predictive Analytics Market Overview
Figure 4. Predictive Analytics Market, By Component
Figure 5. Predictive Analytics Market, By Solution
Figure 6. Predictive Analytics Market, By Deployment Mode
Figure 7. Predictive Analytics Market, By Organization Size
Figure 8. Predictive Analytics Market, By Industry Verticals
Figure 9. Predictive Analytics Market, By Region
Figure 10. North America: PEST Analysis
Figure 11. Europe: PEST Analysis
Figure 12. APAC: PEST Analysis
Figure 13. MEA: PEST Analysis
Figure 14. SAM: PEST Analysis
Figure 15. Predictive Analytics Market– Ecosystem Analysis
Figure 16. Expert Opinion
Figure 17. Predictive Analytics Market Impact Analysis of Drivers and Restraints
Figure 18. Global Predictive Analytics Market
Figure 19. Global Predictive Analytics Market Revenue and Forecast To 2028 (US$ Million)
Figure 20. Predictive Analytics Market, By Component (2021 and 2028)
Figure 21. Solution: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
Figure 22. Solutions: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
Figure 23. Risk Analytics: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
Figure 24. Marketing Analytics: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
Figure 25. Sales Analytics: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
Figure 26. Customer Analytics: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
Figure 27. Others: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
Figure 28. Services: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
Figure 29. Predictive Analytics Market, By Deployment Mode (2021 and 2028)
Figure 30. Cloud: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
Figure 31. On-Premises: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
Figure 32. Predictive Analytics Market, By Organization Size (2021 and 2028)
Figure 33. Large Enterprises: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
Figure 34. Small and Medium-Sized Enterprises: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
Figure 35. Predictive Analytics Market, By Industry Vertical (2021 and 2028)
Figure 36. BFSI: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
Figure 37. Manufacturing: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
Figure 38. Retail and eCommerce: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
Figure 39. IT and Telecom: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
Figure 40. Energy and Utilities: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
Figure 41. Government and Defense: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
Figure 42. Others: Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
Figure 43. Global Predictive Analytics Market, By Geography – 2021 and 2028 (%)
Figure 44. North America: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
Figure 45. North America: Predictive Analytics Market, by Component, 2021 & 2028 (%)
Figure 46. North America: Predictive Analytics Market, by Deployment Mode, 2021 & 2028 (%)
Figure 47. North America: Predictive Analytics Market, by Organization Size, 2021 & 2028 (%)
Figure 48. North America: Predictive Analytics Market, by Industry Verticals, 2021 & 2028 (%)
Figure 49. North America: Predictive Analytics Market, by Country, 2021 & 2028 (%)
Figure 50. US: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
Figure 51. Canada: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
Figure 52. Mexico: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
Figure 53. Europe Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
Figure 54. Europe: Predictive Analytics Market, by Component, 2021 & 2028 (%)
Figure 55. Europe: Predictive Analytics Market, by Deployment Mode, 2021 & 2028 (%)
Figure 56. Europe: Predictive Analytics Market, by Organization Size, 2021 & 2028 (%)
Figure 57. Europe: Predictive Analytics Market, by Industry Verticals, 2021 & 2028 (%)
Figure 58. Europe: Predictive Analytics Market, by Country, 2021 & 2028 (%)
Figure 59. Germany Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
Figure 60. France Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
Figure 61. Italy Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
Figure 62. UK Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
Figure 63. Russia Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
Figure 64. Rest of Europe Predictive Analytics Market Revenue and Forecast to 2028 (US$ Million)
Figure 65. APAC: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
Figure 66. APAC: Predictive Analytics Market, by Component, 2021 & 2028 (%)
Figure 67. APAC: Predictive Analytics Market, by Deployment Mode, 2021 & 2028 (%)
Figure 68. APAC: Predictive Analytics Market, by Organization Size, 2021 & 2028 (%)
Figure 69. APAC: Predictive Analytics Market, by Industry Verticals, 2021 & 2028 (%)
Figure 70. Asia Pacific: Predictive Analytics Market, by Country, 2021 & 2028 (%)
Figure 71. Australia: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
Figure 72. China: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
Figure 73. India: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
Figure 74. Japan: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
Figure 75. South Korea: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
Figure 76. Rest of APAC: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
Figure 77. MEA: Predictive Analytics Market, Revenue and Forecast to 2028 (US$ Million)
Figure 78. Middle East and Africa: Predictive Analytics Market, by Component, 2021 & 2028 (%)
Figure 79. Middle East and Africa: Predictive Analytics Market, by Deployment Mode, 2021 & 2028 (%)
Figure 80. Middle East and Africa: Predictive Analytics Market, by Organization Size, 2021 & 2028 (%)
Figure 81. Middle East and Africa: Predictive Analytics Market, by Industry Vertical, 2021 & 2028 (%)
Figure 82. Middle East and Africa: Predictive Analytics Market, by Country, 2021 & 2028 (%)
Figure 83. South Africa: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
Figure 84. Saudi Arabia: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
Figure 85. UAE: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
Figure 86. Rest of MEA: Predictive Analytics Market, Revenue and Forecast to 2028 (US$ Million)
Figure 87. SAM: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
Figure 88. SAM: Predictive Analytics Market, by Component, 2021 & 2028 (%)
Figure 89. SAM: Predictive Analytics Market, by Deployment Mode, 2021 & 2028 (%)
Figure 90. SAM: Predictive Analytics Market, by Organization Size, 2021 & 2028 (%)
Figure 91. SAM: Predictive Analytics Market, by Industry Verticals, 2021 & 2028 (%)
Figure 92. South America: Predictive Analytics Market, by Country, 2021 & 2028 (%)
Figure 93. Brazil: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
Figure 94. Argentina: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
Figure 95. Rest of SAM: Predictive Analytics Market – Revenue and Forecast to 2028 (US$ Million)
Figure 96. Impact of COVID-19 Pandemic in North American Countries
Figure 97. Impact of COVID-19 Pandemic in Europe Country Markets
Figure 98. Impact of COVID-19 Pandemic in Asia Pacific Country Markets
Figure 99. Impact of COVID-19 Pandemic in Middle East & Africa Country Markets
Figure 100. Impact of COVID-19 Pandemic in South America Country Markets
The List of Companies - Predictive Analytics Market
- IBM Corporation
- Microsoft Corporation
- Oracle Corporation
- SAP SE
- Google LLC
- SAS Institute Inc.
- Salesforce.com, inc.
- Amazon Web Services
- Hewlett Packard Enterprise Development LP (HPE);
- NTT DATA Corporation
The Insight Partners performs research in 4 major stages: Data Collection & Secondary Research, Primary Research, Data Analysis and Data Triangulation & Final Review.
- Data Collection and Secondary Research:
As a market research and consulting firm operating from a decade, we have published many reports and advised several clients across the globe. First step for any study will start with an assessment of currently available data and insights from existing reports. Further, historical and current market information is collected from Investor Presentations, Annual Reports, SEC Filings, etc., and other information related to company’s performance and market positioning are gathered from Paid Databases (Factiva, Hoovers, and Reuters) and various other publications available in public domain.
Several associations trade associates, technical forums, institutes, societies and organizations are accessed to gain technical as well as market related insights through their publications such as research papers, blogs and press releases related to the studies are referred to get cues about the market. Further, white papers, journals, magazines, and other news articles published in the last 3 years are scrutinized and analyzed to understand the current market trends.
- Primary Research:
The primarily interview analysis comprise of data obtained from industry participants interview and answers to survey questions gathered by in-house primary team.
For primary research, interviews are conducted with industry experts/CEOs/Marketing Managers/Sales Managers/VPs/Subject Matter Experts from both demand and supply side to get a 360-degree view of the market. The primary team conducts several interviews based on the complexity of the markets to understand the various market trends and dynamics which makes research more credible and precise.
A typical research interview fulfils the following functions:
- Provides first-hand information on the market size, market trends, growth trends, competitive landscape, and outlook
- Validates and strengthens in-house secondary research findings
- Develops the analysis team’s expertise and market understanding
Primary research involves email interactions and telephone interviews for each market, category, segment, and sub-segment across geographies. The participants who typically take part in such a process include, but are not limited to:
- Industry participants: VPs, business development managers, market intelligence managers and national sales managers
- Outside experts: Valuation experts, research analysts and key opinion leaders specializing in the electronics and semiconductor industry.
Below is the breakup of our primary respondents by company, designation, and region:
Once we receive the confirmation from primary research sources or primary respondents, we finalize the base year market estimation and forecast the data as per the macroeconomic and microeconomic factors assessed during data collection.
- Data Analysis:
Once data is validated through both secondary as well as primary respondents, we finalize the market estimations by hypothesis formulation and factor analysis at regional and country level.
- 3.1 Macro-Economic Factor Analysis:
We analyse macroeconomic indicators such the gross domestic product (GDP), increase in the demand for goods and services across industries, technological advancement, regional economic growth, governmental policies, the influence of COVID-19, PEST analysis, and other aspects. This analysis aids in setting benchmarks for various nations/regions and approximating market splits. Additionally, the general trend of the aforementioned components aid in determining the market's development possibilities.
- 3.2 Country Level Data:
Various factors that are especially aligned to the country are taken into account to determine the market size for a certain area and country, including the presence of vendors, such as headquarters and offices, the country's GDP, demand patterns, and industry growth. To comprehend the market dynamics for the nation, a number of growth variables, inhibitors, application areas, and current market trends are researched. The aforementioned elements aid in determining the country's overall market's growth potential.
- 3.3 Company Profile:
The “Table of Contents” is formulated by listing and analyzing more than 25 - 30 companies operating in the market ecosystem across geographies. However, we profile only 10 companies as a standard practice in our syndicate reports. These 10 companies comprise leading, emerging, and regional players. Nonetheless, our analysis is not restricted to the 10 listed companies, we also analyze other companies present in the market to develop a holistic view and understand the prevailing trends. The “Company Profiles” section in the report covers key facts, business description, products & services, financial information, SWOT analysis, and key developments. The financial information presented is extracted from the annual reports and official documents of the publicly listed companies. Upon collecting the information for the sections of respective companies, we verify them via various primary sources and then compile the data in respective company profiles. The company level information helps us in deriving the base number as well as in forecasting the market size.
- 3.4 Developing Base Number:
Aggregation of sales statistics (2020-2022) and macro-economic factor, and other secondary and primary research insights are utilized to arrive at base number and related market shares for 2022. The data gaps are identified in this step and relevant market data is analyzed, collected from paid primary interviews or databases. On finalizing the base year market size, forecasts are developed on the basis of macro-economic, industry and market growth factors and company level analysis.
- Data Triangulation and Final Review:
The market findings and base year market size calculations are validated from supply as well as demand side. Demand side validations are based on macro-economic factor analysis and benchmarks for respective regions and countries. In case of supply side validations, revenues of major companies are estimated (in case not available) based on industry benchmark, approximate number of employees, product portfolio, and primary interviews revenues are gathered. Further revenue from target product/service segment is assessed to avoid overshooting of market statistics. In case of heavy deviations between supply and demand side values, all thes steps are repeated to achieve synchronization.
We follow an iterative model, wherein we share our research findings with Subject Matter Experts (SME’s) and Key Opinion Leaders (KOLs) until consensus view of the market is not formulated – this model negates any drastic deviation in the opinions of experts. Only validated and universally acceptable research findings are quoted in our reports.
We have important check points that we use to validate our research findings – which we call – data triangulation, where we validate the information, we generate from secondary sources with primary interviews and then we re-validate with our internal data bases and Subject matter experts. This comprehensive model enables us to deliver high quality, reliable data in shortest possible time.
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