Global Contractor Management Software Market Insights, Forecast To 2028

1 Report Business Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Contractor Management Software Market Size Growth Rate by Type, 2017 VS 2021 VS 2028
1.2.2 Cloud-Based
1.2.3 On-Premise
1.3 Market by Application
1.3.1 Global Contractor Management Software Market Size Growth Rate by Application, 2017 VS 2021 VS 2028
1.3.2 SMEs
1.3.3 Large Organization
1.3.4 Other
1.4 Study Objectives
1.5 Years Considered
2 Global Growth Trends
2.1 Global Contractor Management Software Market Perspective (2017-2028)
2.2 Contractor Management Software Growth Trends by Region
2.2.1 Contractor Management Software Market Size by Region: 2017 VS 2021 VS 2028
2.2.2 Contractor Management Software Historic Market Size by Region (2017-2022)
2.2.3 Contractor Management Software Forecasted Market Size by Region (2023-2028)
2.3 Contractor Management Software Market Dynamics
2.3.1 Contractor Management Software Industry Trends
2.3.2 Contractor Management Software Market Drivers
2.3.3 Contractor Management Software Market Challenges
2.3.4 Contractor Management Software Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Contractor Management Software Players by Revenue
3.1.1 Global Top Contractor Management Software Players by Revenue (2017-2022)
3.1.2 Global Contractor Management Software Revenue Market Share by Players (2017-2022)
3.2 Global Contractor Management Software Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Players Covered: Ranking by Contractor Management Software Revenue
3.4 Global Contractor Management Software Market Concentration Ratio
3.4.1 Global Contractor Management Software Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Contractor Management Software Revenue in 2021
3.5 Contractor Management Software Key Players Head office and Area Served
3.6 Key Players Contractor Management Software Product Solution and Service
3.7 Date of Enter into Contractor Management Software Market
3.8 Mergers & Acquisitions, Expansion Plans
4 Contractor Management Software Breakdown Data by Type
4.1 Global Contractor Management Software Historic Market Size by Type (2017-2022)
4.2 Global Contractor Management Software Forecasted Market Size by Type (2023-2028)
5 Contractor Management Software Breakdown Data by Application
5.1 Global Contractor Management Software Historic Market Size by Application (2017-2022)
5.2 Global Contractor Management Software Forecasted Market Size by Application (2023-2028)
6 North America
6.1 North America Contractor Management Software Market Size (2017-2028)
6.2 North America Contractor Management Software Market Size by Type
6.2.1 North America Contractor Management Software Market Size by Type (2017-2022)
6.2.2 North America Contractor Management Software Market Size by Type (2023-2028)
6.2.3 North America Contractor Management Software Market Share by Type (2017-2028)
6.3 North America Contractor Management Software Market Size by Application
6.3.1 North America Contractor Management Software Market Size by Application (2017-2022)
6.3.2 North America Contractor Management Software Market Size by Application (2023-2028)
6.3.3 North America Contractor Management Software Market Share by Application (2017-2028)
6.4 North America Contractor Management Software Market Size by Country
6.4.1 North America Contractor Management Software Market Size by Country (2017-2022)
6.4.2 North America Contractor Management Software Market Size by Country (2023-2028)
6.4.3 U.S.
6.4.4 Canada
7 Europe
7.1 Europe Contractor Management Software Market Size (2017-2028)
7.2 Europe Contractor Management Software Market Size by Type
7.2.1 Europe Contractor Management Software Market Size by Type (2017-2022)
7.2.2 Europe Contractor Management Software Market Size by Type (2023-2028)
7.2.3 Europe Contractor Management Software Market Share by Type (2017-2028)
7.3 Europe Contractor Management Software Market Size by Application
7.3.1 Europe Contractor Management Software Market Size by Application (2017-2022)
7.3.2 Europe Contractor Management Software Market Size by Application (2023-2028)
7.3.3 Europe Contractor Management Software Market Share by Application (2017-2028)
7.4 Europe Contractor Management Software Market Size by Country
7.4.1 Europe Contractor Management Software Market Size by Country (2017-2022)
7.4.2 Europe Contractor Management Software Market Size by Country (2023-2028)
7.4.3 Germany
7.4.4 France
7.4.5 U.K.
7.4.6 Italy
7.4.7 Russia
7.4.8 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Contractor Management Software Market Size (2017-2028)
8.2 Asia-Pacific Contractor Management Software Market Size by Type
8.2.1 Asia-Pacific Contractor Management Software Market Size by Type (2017-2022)
8.2.2 Asia-Pacific Contractor Management Software Market Size by Type (2023-2028)
8.2.3 Asia-Pacific Contractor Management Software Market Share by Type (2017-2028)
8.3 Asia-Pacific Contractor Management Software Market Size by Application
8.3.1 Asia-Pacific Contractor Management Software Market Size by Application (2017-2022)
8.3.2 Asia-Pacific Contractor Management Software Market Size by Application (2023-2028)
8.3.3 Asia-Pacific Contractor Management Software Market Share by Application (2017-2028)
8.4 Asia-Pacific Contractor Management Software Market Size by Region
8.4.1 Asia-Pacific Contractor Management Software Market Size by Region (2017-2022)
8.4.2 Asia-Pacific Contractor Management Software Market Size by Region (2023-2028)
8.4.3 China
8.4.4 Japan
8.4.5 South Korea
8.4.6 Southeast Asia
8.4.7 India
8.4.8 Australia
9 Latin America
9.1 Latin America Contractor Management Software Market Size (2017-2028)
9.2 Latin America Contractor Management Software Market Size by Type
9.2.1 Latin America Contractor Management Software Market Size by Type (2017-2022)
9.2.2 Latin America Contractor Management Software Market Size by Type (2023-2028)
9.2.3 Latin America Contractor Management Software Market Share by Type (2017-2028)
9.3 Latin America Contractor Management Software Market Size by Application
9.3.1 Latin America Contractor Management Software Market Size by Application (2017-2022)
9.3.2 Latin America Contractor Management Software Market Size by Application (2023-2028)
9.3.3 Latin America Contractor Management Software Market Share by Application (2017-2028)
9.4 Latin America Contractor Management Software Market Size by Country
9.4.1 Latin America Contractor Management Software Market Size by Country (2017-2022)
9.4.2 Latin America Contractor Management Software Market Size by Country (2023-2028)
9.4.3 Mexico
9.4.4 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Contractor Management Software Market Size (2017-2028)
10.2 Middle East & Africa Contractor Management Software Market Size by Type
10.2.1 Middle East & Africa Contractor Management Software Market Size by Type (2017-2022)
10.2.2 Middle East & Africa Contractor Management Software Market Size by Type (2023-2028)
10.2.3 Middle East & Africa Contractor Management Software Market Share by Type (2017-2028)
10.3 Middle East & Africa Contractor Management Software Market Size by Application
10.3.1 Middle East & Africa Contractor Management Software Market Size by Application (2017-2022)
10.3.2 Middle East & Africa Contractor Management Software Market Size by Application (2023-2028)
10.3.3 Middle East & Africa Contractor Management Software Market Share by Application (2017-2028)
10.4 Middle East & Africa Contractor Management Software Market Size by Country
10.4.1 Middle East & Africa Contractor Management Software Market Size by Country (2017-2022)
10.4.2 Middle East & Africa Contractor Management Software Market Size by Country (2023-2028)
10.4.3 Turkey
10.4.4 Saudi Arabia
10.4.5 UAE
11 Key Players Profiles
11.1 Procore
11.1.1 Procore Company Details
11.1.2 Procore Business Overview
11.1.3 Procore Contractor Management Software Introduction
11.1.4 Procore Revenue in Contractor Management Software Business (2017-2022)
11.1.5 Procore Recent Developments
11.2 Deltek
11.2.1 Deltek Company Details
11.2.2 Deltek Business Overview
11.2.3 Deltek Contractor Management Software Introduction
11.2.4 Deltek Revenue in Contractor Management Software Business (2017-2022)
11.2.5 Deltek Recent Developments
11.3 JobProgress
11.3.1 JobProgress Company Details
11.3.2 JobProgress Business Overview
11.3.3 JobProgress Contractor Management Software Introduction
11.3.4 JobProgress Revenue in Contractor Management Software Business (2017-2022)
11.3.5 JobProgress Recent Developments
11.4 cammsproject
11.4.1 cammsproject Company Details
11.4.2 cammsproject Business Overview
11.4.3 cammsproject Contractor Management Software Introduction
11.4.4 cammsproject Revenue in Contractor Management Software Business (2017-2022)
11.4.5 cammsproject Recent Developments
11.5 Initiafy
11.5.1 Initiafy Company Details
11.5.2 Initiafy Business Overview
11.5.3 Initiafy Contractor Management Software Introduction
11.5.4 Initiafy Revenue in Contractor Management Software Business (2017-2022)
11.5.5 Initiafy Recent Developments
11.6 improveit 360
11.6.1 improveit 360 Company Details
11.6.2 improveit 360 Business Overview
11.6.3 improveit 360 Contractor Management Software Introduction
11.6.4 improveit 360 Revenue in Contractor Management Software Business (2017-2022)
11.6.5 improveit 360 Recent Developments
11.7 Tiempo Labs
11.7.1 Tiempo Labs Company Details
11.7.2 Tiempo Labs Business Overview
11.7.3 Tiempo Labs Contractor Management Software Introduction
11.7.4 Tiempo Labs Revenue in Contractor Management Software Business (2017-2022)
11.7.5 Tiempo Labs Recent Developments
11.8 PICS
11.8.1 PICS Company Details
11.8.2 PICS Business Overview
11.8.3 PICS Contractor Management Software Introduction
11.8.4 PICS Revenue in Contractor Management Software Business (2017-2022)
11.8.5 PICS Recent Developments
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.2 Data Source
13.2 Author Details
13.3 Disclaimer

List of Tables
Table 1. Global Contractor Management Software Market Size Growth Rate by Type (US$ Million), 2017 VS 2021 VS 2028
Table 2. Key Players of Cloud-Based
Table 3. Key Players of On-Premise
Table 4. Global Contractor Management Software Market Size Growth Rate by Application (US$ Million), 2017 VS 2021 VS 2028
Table 5. Global Contractor Management Software Market Size by Region (US$ Million): 2017 VS 2021 VS 2028
Table 6. Global Contractor Management Software Market Size by Region (2017-2022) & (US$ Million)
Table 7. Global Contractor Management Software Market Share by Region (2017-2022)
Table 8. Global Contractor Management Software Forecasted Market Size by Region (2023-2028) & (US$ Million)
Table 9. Global Contractor Management Software Market Share by Region (2023-2028)
Table 10. Contractor Management Software Market Trends
Table 11. Contractor Management Software Market Drivers
Table 12. Contractor Management Software Market Challenges
Table 13. Contractor Management Software Market Restraints
Table 14. Global Contractor Management Software Revenue by Players (2017-2022) & (US$ Million)
Table 15. Global Contractor Management Software Revenue Share by Players (2017-2022)
Table 16. Global Top Contractor Management Software by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Contractor Management Software as of 2021)
Table 17. Ranking of Global Top Contractor Management Software Companies by Revenue (US$ Million) in 2021
Table 18. Global 5 Largest Players Market Share by Contractor Management Software Revenue (CR5 and HHI) & (2017-2022)
Table 19. Key Players Headquarters and Area Served
Table 20. Key Players Contractor Management Software Product Solution and Service
Table 21. Date of Enter into Contractor Management Software Market
Table 22. Mergers & Acquisitions, Expansion Plans
Table 23. Global Contractor Management Software Market Size by Type (2017-2022) & (US$ Million)
Table 24. Global Contractor Management Software Revenue Market Share by Type (2017-2022)
Table 25. Global Contractor Management Software Forecasted Market Size by Type (2023-2028) & (US$ Million)
Table 26. Global Contractor Management Software Revenue Market Share by Type (2023-2028)
Table 27. Global Contractor Management Software Market Size by Application (2017-2022) & (US$ Million)
Table 28. Global Contractor Management Software Revenue Share by Application (2017-2022)
Table 29. Global Contractor Management Software Forecasted Market Size by Application (2023-2028) & (US$ Million)
Table 30. Global Contractor Management Software Revenue Share by Application (2023-2028)
Table 31. North America Contractor Management Software Market Size by Type (2017-2022) & (US$ Million)
Table 32. North America Contractor Management Software Market Size by Type (2023-2028) & (US$ Million)
Table 33. North America Contractor Management Software Market Size by Application (2017-2022) & (US$ Million)
Table 34. North America Contractor Management Software Market Size by Application (2023-2028) & (US$ Million)
Table 35. North America Contractor Management Software Market Size by Country (2017-2022) & (US$ Million)
Table 36. North America Contractor Management Software Market Size by Country (2023-2028) & (US$ Million)
Table 37. Europe Contractor Management Software Market Size by Type (2017-2022) & (US$ Million)
Table 38. Europe Contractor Management Software Market Size by Type (2023-2028) & (US$ Million)
Table 39. Europe Contractor Management Software Market Size by Application (2017-2022) & (US$ Million)
Table 40. Europe Contractor Management Software Market Size by Application (2023-2028) & (US$ Million)
Table 41. Europe Contractor Management Software Market Size by Country (2017-2022) & (US$ Million)
Table 42. Europe Contractor Management Software Market Size by Country (2023-2028) & (US$ Million)
Table 43. Asia Pacific Contractor Management Software Market Size by Type (2017-2022) & (US$ Million)
Table 44. Asia Pacific Contractor Management Software Market Size by Type (2023-2028) & (US$ Million)
Table 45. Asia Pacific Contractor Management Software Market Size by Application (2017-2022) & (US$ Million)
Table 46. Asia Pacific Contractor Management Software Market Size by Application (2023-2028) & (US$ Million)
Table 47. Asia Pacific Contractor Management Software Market Size by Region (2017-2022) & (US$ Million)
Table 48. Asia Pacific Contractor Management Software Market Size by Region (2023-2028) & (US$ Million)
Table 49. Latin America Contractor Management Software Market Size by Type (2017-2022) & (US$ Million)
Table 50. Latin America Contractor Management Software Market Size by Type (2023-2028) & (US$ Million)
Table 51. Latin America Contractor Management Software Market Size by Application (2017-2022) & (US$ Million)
Table 52. Latin America Contractor Management Software Market Size by Application (2023-2028) & (US$ Million)
Table 53. Latin America Contractor Management Software Market Size by Country (2017-2022) & (US$ Million)
Table 54. Latin America Contractor Management Software Market Size by Country (2023-2028) & (US$ Million)
Table 55. Middle East and Africa Contractor Management Software Market Size by Type (2017-2022) & (US$ Million)
Table 56. Middle East and Africa Contractor Management Software Market Size by Type (2023-2028) & (US$ Million)
Table 57. Middle East and Africa Contractor Management Software Market Size by Application (2017-2022) & (US$ Million)
Table 58. Middle East and Africa Contractor Management Software Market Size by Application (2023-2028) & (US$ Million)
Table 59. Middle East and Africa Contractor Management Software Market Size by Country (2017-2022) & (US$ Million)
Table 60. Middle East and Africa Contractor Management Software Market Size by Country (2023-2028) & (US$ Million)
Table 61. Procore Company Details
Table 62. Procore Business Overview
Table 63. Procore Contractor Management Software Product
Table 64. Procore Revenue in Contractor Management Software Business (2017-2022) & (US$ Million)
Table 65. Procore Recent Developments
Table 66. Deltek Company Details
Table 67. Deltek Business Overview
Table 68. Deltek Contractor Management Software Product
Table 69. Deltek Revenue in Contractor Management Software Business (2017-2022) & (US$ Million)
Table 70. Deltek Recent Developments
Table 71. JobProgress Company Details
Table 72. JobProgress Business Overview
Table 73. JobProgress Contractor Management Software Product
Table 74. JobProgress Revenue in Contractor Management Software Business (2017-2022) & (US$ Million)
Table 75. JobProgress Recent Developments
Table 76. cammsproject Company Details
Table 77. cammsproject Business Overview
Table 78. cammsproject Contractor Management Software Product
Table 79. cammsproject Revenue in Contractor Management Software Business (2017-2022) & (US$ Million)
Table 80. cammsproject Recent Developments
Table 81. Initiafy Company Details
Table 82. Initiafy Business Overview
Table 83. Initiafy Contractor Management Software Product
Table 84. Initiafy Revenue in Contractor Management Software Business (2017-2022) & (US$ Million)
Table 85. Initiafy Recent Developments
Table 86. improveit 360 Company Details
Table 87. improveit 360 Business Overview
Table 88. improveit 360 Contractor Management Software Product
Table 89. improveit 360 Revenue in Contractor Management Software Business (2017-2022) & (US$ Million)
Table 90. improveit 360 Recent Developments
Table 91. Tiempo Labs Company Details
Table 92. Tiempo Labs Business Overview
Table 93. Tiempo Labs Contractor Management Software Product
Table 94. Tiempo Labs Revenue in Contractor Management Software Business (2017-2022) & (US$ Million)
Table 95. Tiempo Labs Recent Developments
Table 96. PICS Company Details
Table 97. PICS Business Overview
Table 98. PICS Contractor Management Software Product
Table 99. PICS Revenue in Contractor Management Software Business (2017-2022) & (US$ Million)
Table 100. PICS Recent Developments
Table 101. Research Programs/Design for This Report
Table 102. Key Data Information from Secondary Sources
Table 103. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Contractor Management Software Market Share by Type: 2021 VS 2028
Figure 2. Cloud-Based Features
Figure 3. On-Premise Features
Figure 4. Global Contractor Management Software Market Share by Application: 2021 VS 2028
Figure 5. SMEs Case Studies
Figure 6. Large Organization Case Studies
Figure 7. Other Case Studies
Figure 8. Contractor Management Software Report Years Considered
Figure 9. Global Contractor Management Software Market Size (US$ Million), Year-over-Year: 2017-2028
Figure 10. Global Contractor Management Software Market Size, (US$ Million), 2017 VS 2021 VS 2028
Figure 11. Global Contractor Management Software Market Share by Region: 2021 VS 2028
Figure 12. Global Contractor Management Software Market Share by Players in 2021
Figure 13. Global Top Contractor Management Software Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Contractor Management Software as of 2021)
Figure 14. The Top 10 and 5 Players Market Share by Contractor Management Software Revenue in 2021
Figure 15. North America Contractor Management Software Market Size YoY (2017-2028) & (US$ Million)
Figure 16. North America Contractor Management Software Market Size Market Share by Type (2017-2028)
Figure 17. North America Contractor Management Software Market Size Market Share by Application (2017-2028)
Figure 18. North America Contractor Management Software Market Size Share by Country (2017-2028)
Figure 19. United States Contractor Management Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 20. Canada Contractor Management Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 21. Europe Contractor Management Software Market Size YoY (2017-2028) & (US$ Million)
Figure 22. Europe Contractor Management Software Market Size Market Share by Type (2017-2028)
Figure 23. Europe Contractor Management Software Market Size Market Share by Application (2017-2028)
Figure 24. Europe Contractor Management Software Market Size Share by Country (2017-2028)
Figure 25. Germany Contractor Management Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 26. France Contractor Management Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 27. U.K. Contractor Management Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 28. Italy Contractor Management Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 29. Russia Contractor Management Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 30. Nordic Countries Contractor Management Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 31. Asia-Pacific Contractor Management Software Market Size YoY (2017-2028) & (US$ Million)
Figure 32. Asia Pacific Contractor Management Software Market Size Market Share by Type (2017-2028)
Figure 33. Asia Pacific Contractor Management Software Market Size Market Share by Application (2017-2028)
Figure 34. Asia Pacific Contractor Management Software Market Size Share by Region (2017-2028)
Figure 35. China Contractor Management Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 36. Japan Contractor Management Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 37. South Korea Contractor Management Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 38. Southeast Asia Contractor Management Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 39. India Contractor Management Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 40. Australia Contractor Management Software Market Size YoY Growth (2017-2028) & (US$ Million)
List of Figures
Figure 41. Latin America Contractor Management Software Market Size YoY (2017-2028) & (US$ Million)
Figure 42. Latin America Contractor Management Software Market Size Market Share by Type (2017-2028)
Figure 43. Latin America Contractor Management Software Market Size Market Share by Application (2017-2028)
Figure 44. Latin America Contractor Management Software Market Size Share by Country (2017-2028)
Figure 45. Mexico Contractor Management Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 46. Brazil Contractor Management Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 47. Middle East & Africa Contractor Management Software Market Size YoY (2017-2028) & (US$ Million)
Figure 48. Middle East and Africa Contractor Management Software Market Size Market Share by Type (2017-2028)
Figure 49. Middle East and Africa Contractor Management Software Market Size Market Share by Application (2017-2028)
Figure 50. Middle East and Africa Contractor Management Software Market Size Share by Country (2017-2028)
Figure 51. Turkey Contractor Management Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 52. Saudi Arabia Contractor Management Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 53. UAE Contractor Management Software Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 54. Procore Revenue Growth Rate in Contractor Management Software Business (2017-2022)
Figure 55. Deltek Revenue Growth Rate in Contractor Management Software Business (2017-2022)
Figure 56. JobProgress Revenue Growth Rate in Contractor Management Software Business (2017-2022)
Figure 57. cammsproject Revenue Growth Rate in Contractor Management Software Business (2017-2022)
Figure 58. Initiafy Revenue Growth Rate in Contractor Management Software Business (2017-2022)
Figure 59. improveit 360 Revenue Growth Rate in Contractor Management Software Business (2017-2022)
Figure 60. Tiempo Labs Revenue Growth Rate in Contractor Management Software Business (2017-2022)
Figure 61. PICS Revenue Growth Rate in Contractor Management Software Business (2017-2022)
Figure 62. Bottom-up and Top-down Approaches for This Report
Figure 63. Data Triangulation
Figure 64. 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.