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Global Alternative Finance Market Size, Status And Forecast 2020-2026

Published on: Jan 2020 | From USD $3900 | Published By: QY RESEARCH | Number Of Pages: 90

This report focuses on the global Alternative Finance status, future forecast, growth opportunity, key market and key players. The study objectives are to present the Alternative Finance development in North America, Europe, China, Japan, Southeast Asia, India and Central & South America.

The key players covered in this study
Upstart
Funding Circle
Prosper Marketplace
LendingClub
MarketInvoice
CircleBack Lending
Peerform
Zopa
Mintos
Lendix
RateSetter
SoFi
BorrowersFirst

Market segment by Type, the product can be split into
P2P Lending
Crowdfunding
Invoice Trading
Others
Market segment by Application, split into
Individual
Enterprise
Association Organization
Others

Market segment by Regions/Countries, this report covers
North America
Europe
China
Japan
Southeast Asia
India
Central & South America

The study objectives of this report are:
To analyze global Alternative Finance status, future forecast, growth opportunity, key market and key players.
To present the Alternative Finance development in North America, Europe, China, Japan, Southeast Asia, India and Central & South America.
To strategically profile the key players and comprehensively analyze their development plan and strategies.
To define, describe and forecast the market by type, market and key regions.

In this study, the years considered to estimate the market size of Alternative Finance are as follows:
History Year: 2015-2019
Base Year: 2019
Estimated Year: 2020
Forecast Year 2020 to 2026
For the data information by region, company, type and application, 2019 is considered as the base year. Whenever data information was unavailable for the base year, the prior year has been considered.

Table of Contents

1 Report Overview
1.1 Study Scope
1.2 Key Market Segments
1.3 Players Covered: Ranking by Alternative Finance Revenue
1.4 Market Analysis by Type
1.4.1 Global Alternative Finance Market Size Growth Rate by Type: 2020 VS 2026
1.4.2 P2P Lending
1.4.3 Crowdfunding
1.4.4 Invoice Trading
1.4.5 Others
1.5 Market by Application
1.5.1 Global Alternative Finance Market Share by Application: 2020 VS 2026
1.5.2 Individual
1.5.3 Enterprise
1.5.4 Association Organization
1.5.5 Others
1.6 Study Objectives
1.7 Years Considered

2 Global Growth Trends by Regions
2.1 Alternative Finance Market Perspective (2015-2026)
2.2 Alternative Finance Growth Trends by Regions
2.2.1 Alternative Finance Market Size by Regions: 2015 VS 2020 VS 2026
2.2.2 Alternative Finance Historic Market Share by Regions (2015-2020)
2.2.3 Alternative Finance Forecasted Market Size by Regions (2021-2026)
2.3 Industry Trends and Growth Strategy
2.3.1 Market Top Trends
2.3.2 Market Drivers
2.3.3 Market Challenges
2.3.4 PorterÕs Five Forces Analysis
2.3.5 Alternative Finance Market Growth Strategy
2.3.6 Primary Interviews with Key Alternative Finance Players (Opinion Leaders)

3 Competition Landscape by Key Players
3.1 Global Top Alternative Finance Players by Market Size
3.1.1 Global Top Alternative Finance Players by Revenue (2015-2020)
3.1.2 Global Alternative Finance Revenue Market Share by Players (2015-2020)
3.1.3 Global Alternative Finance Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
3.2 Global Alternative Finance Market Concentration Ratio
3.2.1 Global Alternative Finance Market Concentration Ratio (CR5 and HHI)
3.2.2 Global Top 10 and Top 5 Companies by Alternative Finance Revenue in 2019
3.3 Alternative Finance Key Players Head office and Area Served
3.4 Key Players Alternative Finance Product Solution and Service
3.5 Date of Enter into Alternative Finance Market
3.6 Mergers & Acquisitions, Expansion Plans

4 Breakdown Data by Type (2015-2026)
4.1 Global Alternative Finance Historic Market Size by Type (2015-2020)
4.2 Global Alternative Finance Forecasted Market Size by Type (2021-2026)

5 Alternative Finance Breakdown Data by Application (2015-2026)
5.1 Global Alternative Finance Market Size by Application (2015-2020)
5.2 Global Alternative Finance Forecasted Market Size by Application (2021-2026)

6 North America
6.1 North America Alternative Finance Market Size (2015-2020)
6.2 Alternative Finance Key Players in North America (2019-2020)
6.3 North America Alternative Finance Market Size by Type (2015-2020)
6.4 North America Alternative Finance Market Size by Application (2015-2020)

7 Europe
7.1 Europe Alternative Finance Market Size (2015-2020)
7.2 Alternative Finance Key Players in Europe (2019-2020)
7.3 Europe Alternative Finance Market Size by Type (2015-2020)
7.4 Europe Alternative Finance Market Size by Application (2015-2020)

8 China
8.1 China Alternative Finance Market Size (2015-2020)
8.2 Alternative Finance Key Players in China (2019-2020)
8.3 China Alternative Finance Market Size by Type (2015-2020)
8.4 China Alternative Finance Market Size by Application (2015-2020)

9 Japan
9.1 Japan Alternative Finance Market Size (2015-2020)
9.2 Alternative Finance Key Players in Japan (2019-2020)
9.3 Japan Alternative Finance Market Size by Type (2015-2020)
9.4 Japan Alternative Finance Market Size by Application (2015-2020)

10 Southeast Asia
10.1 Southeast Asia Alternative Finance Market Size (2015-2020)
10.2 Alternative Finance Key Players in Southeast Asia (2019-2020)
10.3 Southeast Asia Alternative Finance Market Size by Type (2015-2020)
10.4 Southeast Asia Alternative Finance Market Size by Application (2015-2020)

11 India
11.1 India Alternative Finance Market Size (2015-2020)
11.2 Alternative Finance Key Players in India (2019-2020)
11.3 India Alternative Finance Market Size by Type (2015-2020)
11.4 India Alternative Finance Market Size by Application (2015-2020)

12 Central & South America
12.1 Central & South America Alternative Finance Market Size (2015-2020)
12.2 Alternative Finance Key Players in Central & South America (2019-2020)
12.3 Central & South America Alternative Finance Market Size by Type (2015-2020)
12.4 Central & South America Alternative Finance Market Size by Application (2015-2020)

13Key Players Profiles
13.1 Upstart
13.1.1 Upstart Company Details
13.1.2 Upstart Business Overview and Its Total Revenue
13.1.3 Upstart Alternative Finance Introduction
13.1.4 Upstart Revenue in Alternative Finance Business (2015-2020))
13.1.5 Upstart Recent Development
13.2 Funding Circle
13.2.1 Funding Circle Company Details
13.2.2 Funding Circle Business Overview and Its Total Revenue
13.2.3 Funding Circle Alternative Finance Introduction
13.2.4 Funding Circle Revenue in Alternative Finance Business (2015-2020)
13.2.5 Funding Circle Recent Development
13.3 Prosper Marketplace
13.3.1 Prosper Marketplace Company Details
13.3.2 Prosper Marketplace Business Overview and Its Total Revenue
13.3.3 Prosper Marketplace Alternative Finance Introduction
13.3.4 Prosper Marketplace Revenue in Alternative Finance Business (2015-2020)
13.3.5 Prosper Marketplace Recent Development
13.4 LendingClub
13.4.1 LendingClub Company Details
13.4.2 LendingClub Business Overview and Its Total Revenue
13.4.3 LendingClub Alternative Finance Introduction
13.4.4 LendingClub Revenue in Alternative Finance Business (2015-2020)
13.4.5 LendingClub Recent Development
13.5 MarketInvoice
13.5.1 MarketInvoice Company Details
13.5.2 MarketInvoice Business Overview and Its Total Revenue
13.5.3 MarketInvoice Alternative Finance Introduction
13.5.4 MarketInvoice Revenue in Alternative Finance Business (2015-2020)
13.5.5 MarketInvoice Recent Development
13.6 CircleBack Lending
13.6.1 CircleBack Lending Company Details
13.6.2 CircleBack Lending Business Overview and Its Total Revenue
13.6.3 CircleBack Lending Alternative Finance Introduction
13.6.4 CircleBack Lending Revenue in Alternative Finance Business (2015-2020)
13.6.5 CircleBack Lending Recent Development
13.7 Peerform
13.7.1 Peerform Company Details
13.7.2 Peerform Business Overview and Its Total Revenue
13.7.3 Peerform Alternative Finance Introduction
13.7.4 Peerform Revenue in Alternative Finance Business (2015-2020)
13.7.5 Peerform Recent Development
13.8 Zopa
13.8.1 Zopa Company Details
13.8.2 Zopa Business Overview and Its Total Revenue
13.8.3 Zopa Alternative Finance Introduction
13.8.4 Zopa Revenue in Alternative Finance Business (2015-2020)
13.8.5 Zopa Recent Development
13.9 Mintos
13.9.1 Mintos Company Details
13.9.2 Mintos Business Overview and Its Total Revenue
13.9.3 Mintos Alternative Finance Introduction
13.9.4 Mintos Revenue in Alternative Finance Business (2015-2020)
13.9.5 Mintos Recent Development
13.10 Lendix
13.10.1 Lendix Company Details
13.10.2 Lendix Business Overview and Its Total Revenue
13.10.3 Lendix Alternative Finance Introduction
13.10.4 Lendix Revenue in Alternative Finance Business (2015-2020)
13.10.5 Lendix Recent Development
13.11 RateSetter
10.11.1 RateSetter Company Details
10.11.2 RateSetter Business Overview and Its Total Revenue
10.11.3 RateSetter Alternative Finance Introduction
10.11.4 RateSetter Revenue in Alternative Finance Business (2015-2020)
10.11.5 RateSetter Recent Development
13.12 SoFi
10.12.1 SoFi Company Details
10.12.2 SoFi Business Overview and Its Total Revenue
10.12.3 SoFi Alternative Finance Introduction
10.12.4 SoFi Revenue in Alternative Finance Business (2015-2020)
10.12.5 SoFi Recent Development
13.13 BorrowersFirst
10.13.1 BorrowersFirst Company Details
10.13.2 BorrowersFirst Business Overview and Its Total Revenue
10.13.3 BorrowersFirst Alternative Finance Introduction
10.13.4 BorrowersFirst Revenue in Alternative Finance Business (2015-2020)
10.13.5 BorrowersFirst Recent Development

14Analyst's Viewpoints/Conclusions

15Appendix
15.1 Research Methodology
15.1.1 Methodology/Research Approach
15.1.2 Data Source
15.2 Disclaimer
15.3 Author Details

List of Tables

Table 1. Alternative Finance Key Market Segments
Table 2. Key Players Covered: Ranking by Alternative Finance Revenue
Table 3. Ranking of Global Top Alternative Finance Manufacturers by Revenue (US$ Million) in 2019
Table 4. Global Alternative Finance Market Size Growth Rate by Type (US$ Million): 2020 VS 2026
Table 5. Key Players of P2P Lending
Table 6. Key Players of Crowdfunding
Table 7. Key Players of Invoice Trading
Table 8. Key Players of Others
Table 9. Global Alternative Finance Market Size Growth by Application (US$ Million): 2020 VS 2026
Table 10. Global Alternative Finance Market Size by Regions (US$ Million): 2020 VS 2026
Table 11. Global Alternative Finance Market Size by Regions (2015-2020) (US$ Million)
Table 12. Global Alternative Finance Market Share by Regions (2015-2020)
Table 13. Global Alternative Finance Forecasted Market Size by Regions (2021-2026) (US$ Million)
Table 14. Global Alternative Finance Market Share by Regions (2021-2026)
Table 15. Market Top Trends
Table 16. Key Drivers: Impact Analysis
Table 17. Key Challenges
Table 18. Alternative Finance Market Growth Strategy
Table 19. Main Points Interviewed from Key Alternative Finance Players
Table 20. Global Alternative Finance Revenue by Players (2015-2020) (Million US$)
Table 21. Global Alternative Finance Market Share by Players (2015-2020)
Table 22. Global Top Alternative Finance Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Alternative Finance as of 2019)
Table 23. Global Alternative Finance by Players Market Concentration Ratio (CR5 and HHI)
Table 24. Key Players Headquarters and Area Served
Table 25. Key Players Alternative Finance Product Solution and Service
Table 26. Date of Enter into Alternative Finance Market
Table 27. Mergers & Acquisitions, Expansion Plans
Table 28. Global Alternative Finance Market Size by Type (2015-2020) (Million US$)
Table 29. Global Alternative Finance Market Size Share by Type (2015-2020)
Table 30. Global Alternative Finance Revenue Market Share by Type (2021-2026)
Table 31. Global Alternative Finance Market Size Share by Application (2015-2020)
Table 32. Global Alternative Finance Market Size by Application (2015-2020) (Million US$)
Table 33. Global Alternative Finance Market Size Share by Application (2021-2026)
Table 34. North America Key Players Alternative Finance Revenue (2019-2020) (Million US$)
Table 35. North America Key Players Alternative Finance Market Share (2019-2020)
Table 36. North America Alternative Finance Market Size by Type (2015-2020) (Million US$)
Table 37. North America Alternative Finance Market Share by Type (2015-2020)
Table 38. North America Alternative Finance Market Size by Application (2015-2020) (Million US$)
Table 39. North America Alternative Finance Market Share by Application (2015-2020)
Table 40. Europe Key Players Alternative Finance Revenue (2019-2020) (Million US$)
Table 41. Europe Key Players Alternative Finance Market Share (2019-2020)
Table 42. Europe Alternative Finance Market Size by Type (2015-2020) (Million US$)
Table 43. Europe Alternative Finance Market Share by Type (2015-2020)
Table 44. Europe Alternative Finance Market Size by Application (2015-2020) (Million US$)
Table 45. Europe Alternative Finance Market Share by Application (2015-2020)
Table 46. China Key Players Alternative Finance Revenue (2019-2020) (Million US$)
Table 47. China Key Players Alternative Finance Market Share (2019-2020)
Table 48. China Alternative Finance Market Size by Type (2015-2020) (Million US$)
Table 49. China Alternative Finance Market Share by Type (2015-2020)
Table 50. China Alternative Finance Market Size by Application (2015-2020) (Million US$)
Table 51. China Alternative Finance Market Share by Application (2015-2020)
Table 52. Japan Key Players Alternative Finance Revenue (2019-2020) (Million US$)
Table 53. Japan Key Players Alternative Finance Market Share (2019-2020)
Table 54. Japan Alternative Finance Market Size by Type (2015-2020) (Million US$)
Table 55. Japan Alternative Finance Market Share by Type (2015-2020)
Table 56. Japan Alternative Finance Market Size by Application (2015-2020) (Million US$)
Table 57. Japan Alternative Finance Market Share by Application (2015-2020)
Table 58. Southeast Asia Key Players Alternative Finance Revenue (2019-2020) (Million US$)
Table 59. Southeast Asia Key Players Alternative Finance Market Share (2019-2020)
Table 60. Southeast Asia Alternative Finance Market Size by Type (2015-2020) (Million US$)
Table 61. Southeast Asia Alternative Finance Market Share by Type (2015-2020)
Table 62. Southeast Asia Alternative Finance Market Size by Application (2015-2020) (Million US$)
Table 63. Southeast Asia Alternative Finance Market Share by Application (2015-2020)
Table 64. India Key Players Alternative Finance Revenue (2019-2020) (Million US$)
Table 65. India Key Players Alternative Finance Market Share (2019-2020)
Table 66. India Alternative Finance Market Size by Type (2015-2020) (Million US$)
Table 67. India Alternative Finance Market Share by Type (2015-2020)
Table 68. India Alternative Finance Market Size by Application (2015-2020) (Million US$)
Table 69. India Alternative Finance Market Share by Application (2015-2020)
Table 70. Central & South America Key Players Alternative Finance Revenue (2019-2020) (Million US$)
Table 71. Central & South America Key Players Alternative Finance Market Share (2019-2020)
Table 72. Central & South America Alternative Finance Market Size by Type (2015-2020) (Million US$)
Table 73. Central & South America Alternative Finance Market Share by Type (2015-2020)
Table 74. Central & South America Alternative Finance Market Size by Application (2015-2020) (Million US$)
Table 75. Central & South America Alternative Finance Market Share by Application (2015-2020)
Table 76. Upstart Company Details
Table 77. Upstart Business Overview
Table 78. Upstart Product
Table 79. Upstart Revenue in Alternative Finance Business (2015-2020) (Million US$)
Table 80. Upstart Recent Development
Table 81. Funding Circle Company Details
Table 82. Funding Circle Business Overview
Table 83. Funding Circle Product
Table 84. Funding Circle Revenue in Alternative Finance Business (2015-2020) (Million US$)
Table 85. Funding Circle Recent Development
Table 86. Prosper Marketplace Company Details
Table 87. Prosper Marketplace Business Overview
Table 88. Prosper Marketplace Product
Table 89. Prosper Marketplace Revenue in Alternative Finance Business (2015-2020) (Million US$)
Table 90. Prosper Marketplace Recent Development
Table 91. LendingClub Company Details
Table 92. LendingClub Business Overview
Table 93. LendingClub Product
Table 94. LendingClub Revenue in Alternative Finance Business (2015-2020) (Million US$)
Table 95. LendingClub Recent Development
Table 96. MarketInvoice Company Details
Table 97. MarketInvoice Business Overview
Table 98. MarketInvoice Product
Table 99. MarketInvoice Revenue in Alternative Finance Business (2015-2020) (Million US$)
Table 100. MarketInvoice Recent Development
Table 101. CircleBack Lending Company Details
Table 102. CircleBack Lending Business Overview
Table 103. CircleBack Lending Product
Table 104. CircleBack Lending Revenue in Alternative Finance Business (2015-2020) (Million US$)
Table 105. CircleBack Lending Recent Development
Table 106. Peerform Company Details
Table 107. Peerform Business Overview
Table 108. Peerform Product
Table 109. Peerform Revenue in Alternative Finance Business (2015-2020) (Million US$)
Table 110. Peerform Recent Development
Table 111. Zopa Business Overview
Table 112. Zopa Product
Table 113. Zopa Company Details
Table 114. Zopa Revenue in Alternative Finance Business (2015-2020) (Million US$)
Table 115. Zopa Recent Development
Table 116. Mintos Company Details
Table 117. Mintos Business Overview
Table 118. Mintos Product
Table 119. Mintos Revenue in Alternative Finance Business (2015-2020) (Million US$)
Table 120. Mintos Recent Development
Table 121. Lendix Company Details
Table 122. Lendix Business Overview
Table 123. Lendix Product
Table 124. Lendix Revenue in Alternative Finance Business (2015-2020) (Million US$)
Table 125. Lendix Recent Development
Table 126. RateSetter Company Details
Table 127. RateSetter Business Overview
Table 128. RateSetter Product
Table 129. RateSetter Revenue in Alternative Finance Business (2015-2020) (Million US$)
Table 130. RateSetter Recent Development
Table 131. SoFi Company Details
Table 132. SoFi Business Overview
Table 133. SoFi Product
Table 134. SoFi Revenue in Alternative Finance Business (2015-2020) (Million US$)
Table 135. SoFi Recent Development
Table 136. BorrowersFirst Company Details
Table 137. BorrowersFirst Business Overview
Table 138. BorrowersFirst Product
Table 139. BorrowersFirst Revenue in Alternative Finance Business (2015-2020) (Million US$)
Table 140. BorrowersFirst Recent Development
Table 141. Research Programs/Design for This Report
Table 142. Key Data Information from Secondary Sources
Table 143. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Alternative Finance Market Share by Type: 2020 VS 2026
Figure 2. P2P Lending Features
Figure 3. Crowdfunding Features
Figure 4. Invoice Trading Features
Figure 5. Others Features
Figure 6. Global Alternative Finance Market Share by Application: 2020 VS 2026
Figure 7. Individual Case Studies
Figure 8. Enterprise Case Studies
Figure 9. Association Organization Case Studies
Figure 10. Others Case Studies
Figure 11. Alternative Finance Report Years Considered
Figure 12. Global Alternative Finance Market Size YoY Growth 2015-2026 (US$ Million)
Figure 13. Global Alternative Finance Market Share by Regions: 2020 VS 2026
Figure 14. Global Alternative Finance Market Share by Regions (2021-2026)
Figure 15. Porter's Five Forces Analysis
Figure 16. Global Alternative Finance Market Share by Players in 2019
Figure 17. Global Top Alternative Finance Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Alternative Finance as of 2019
Figure 18. The Top 10 and 5 Players Market Share by Alternative Finance Revenue in 2019
Figure 19. North America Alternative Finance Market Size YoY Growth (2015-2020) (Million US$)
Figure 20. Europe Alternative Finance Market Size YoY Growth (2015-2020) (Million US$)
Figure 21. China Alternative Finance Market Size YoY Growth (2015-2020) (Million US$)
Figure 22. Japan Alternative Finance Market Size YoY Growth (2015-2020) (Million US$)
Figure 23. Southeast Asia Alternative Finance Market Size YoY Growth (2015-2020) (Million US$)
Figure 24. India Alternative Finance Market Size YoY Growth (2015-2020) (Million US$)
Figure 25. Central & South America Alternative Finance Market Size YoY Growth (2015-2020) (Million US$)
Figure 26. Upstart Total Revenue (US$ Million): 2019 Compared with 2018
Figure 27. Upstart Revenue Growth Rate in Alternative Finance Business (2015-2020)
Figure 28. Funding Circle Total Revenue (US$ Million): 2019 Compared with 2018
Figure 29. Funding Circle Revenue Growth Rate in Alternative Finance Business (2015-2020)
Figure 30. Prosper Marketplace Total Revenue (US$ Million): 2019 Compared with 2018
Figure 31. Prosper Marketplace Revenue Growth Rate in Alternative Finance Business (2015-2020)
Figure 32. LendingClub Total Revenue (US$ Million): 2019 Compared with 2018
Figure 33. LendingClub Revenue Growth Rate in Alternative Finance Business (2015-2020)
Figure 34. MarketInvoice Total Revenue (US$ Million): 2019 Compared with 2018
Figure 35. MarketInvoice Revenue Growth Rate in Alternative Finance Business (2015-2020)
Figure 36. CircleBack Lending Total Revenue (US$ Million): 2019 Compared with 2018
Figure 37. CircleBack Lending Revenue Growth Rate in Alternative Finance Business (2015-2020)
Figure 38. Peerform Total Revenue (US$ Million): 2019 Compared with 2018
Figure 39. Peerform Revenue Growth Rate in Alternative Finance Business (2015-2020)
Figure 40. Zopa Total Revenue (US$ Million): 2019 Compared with 2018
Figure 41. Zopa Revenue Growth Rate in Alternative Finance Business (2015-2020)
Figure 42. Mintos Total Revenue (US$ Million): 2019 Compared with 2018
Figure 43. Mintos Revenue Growth Rate in Alternative Finance Business (2015-2020)
Figure 44. Lendix Total Revenue (US$ Million): 2019 Compared with 2018
Figure 45. Lendix Revenue Growth Rate in Alternative Finance Business (2015-2020)
Figure 46. RateSetter Total Revenue (US$ Million): 2019 Compared with 2018
Figure 47. RateSetter Revenue Growth Rate in Alternative Finance Business (2015-2020)
Figure 48. SoFi Total Revenue (US$ Million): 2019 Compared with 2018
Figure 49. SoFi Revenue Growth Rate in Alternative Finance Business (2015-2020)
Figure 50. BorrowersFirst Total Revenue (US$ Million): 2019 Compared with 2018
Figure 51. BorrowersFirst Revenue Growth Rate in Alternative Finance Business (2015-2020)
Figure 52. Bottom-up and Top-down Approaches for This Report
Figure 53. Data Triangulation
Figure 54. Key Executives Interviewed

SECONDARY RESEARCH
Secondary Research Information is collected from a number of publicly available as well as paid databases. Public sources involve publications by different associations and governments, annual reports and statements of companies, white papers and research publications by recognized industry experts and renowned academia etc. Paid data sources include third party authentic industry databases.

PRIMARY RESEARCH
Once data collection is done through secondary research, primary interviews are conducted with different stakeholders across the value chain like manufacturers, distributors, ingredient/input suppliers, end customers and other key opinion leaders of the industry. Primary research is used both to validate the data points obtained from secondary research and to fill in the data gaps after secondary research.

MARKET ENGINEERING
The market engineering phase involves analyzing the data collected, market breakdown and forecasting. Macroeconomic indicators and bottom-up and top-down approaches are used to arrive at a complete set of data points that give way to valuable qualitative and quantitative insights. Each data point is verified by the process of data triangulation to validate the numbers and arrive at close estimates.

EXPERT VALIDATION
The market engineered data is verified and validated by a number of experts, both in-house and external.

REPORT WRITING/ PRESENTATION
After the data is curated by the mentioned highly sophisticated process, the analysts begin to write the report. Garnering insights from data and forecasts, insights are drawn to visualize the entire ecosystem in a single report.

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