Global Material Handling Robotics Market Research Report 2021

1 Material Handling Robotics Market Overview
1.1 Product Overview and Scope of Material Handling Robotics
1.2 Material Handling Robotics Segment by Type
1.2.1 Global Material Handling Robotics Market Size Growth Rate Analysis by Type 2021 VS 2027
1.2.2 Electric Handling Robotics
1.2.3 Semi-Electric Handling Robotics
1.2.4 Manual Handling Robotics
1.3 Material Handling Robotics Segment by Application
1.3.1 Global Material Handling Robotics Consumption Comparison by Application: 2016 VS 2021 VS 2027
1.3.2 Automotive
1.3.3 Chemical
1.3.4 Electrical and Electronics
1.3.5 Industrial Machinery
1.3.6 Food and Beverage
1.3.7 Others
1.4 Global Market Growth Prospects
1.4.1 Global Material Handling Robotics Revenue Estimates and Forecasts (2016-2027)
1.4.2 Global Material Handling Robotics Production Estimates and Forecasts (2016-2027)
1.5 Global Material Handling Robotics Market by Region
1.5.1 Global Material Handling Robotics Market Size Estimates and Forecasts by Region: 2016 VS 2021 VS 2027
1.5.2 North America Material Handling Robotics Estimates and Forecasts (2016-2027)
1.5.3 Europe Material Handling Robotics Estimates and Forecasts (2016-2027)
1.5.5 China Material Handling Robotics Estimates and Forecasts (2016-2027)
1.5.5 Japan Material Handling Robotics Estimates and Forecasts (2016-2027)

2 Market Competition by Manufacturers
2.1 Global Material Handling Robotics Production Market Share by Manufacturers (2016-2021)
2.2 Global Material Handling Robotics Revenue Market Share by Manufacturers (2016-2021)
2.3 Material Handling Robotics Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
2.4 Global Material Handling Robotics Average Price by Manufacturers (2016-2021)
2.5 Manufacturers Material Handling Robotics Production Sites, Area Served, Product Types
2.6 Material Handling Robotics Market Competitive Situation and Trends
2.6.1 Material Handling Robotics Market Concentration Rate
2.6.2 Global 5 and 10 Largest Material Handling Robotics Players Market Share by Revenue
2.6.3 Mergers & Acquisitions, Expansion

3 Production and Capacity by Region
3.1 Global Production of Material Handling Robotics Market Share by Region (2016-2021)
3.2 Global Material Handling Robotics Revenue Market Share by Region (2016-2021)
3.3 Global Material Handling Robotics Production, Revenue, Price and Gross Margin (2016-2021)
3.4 North America Material Handling Robotics Production
3.4.1 North America Material Handling Robotics Production Growth Rate (2016-2021)
3.4.2 North America Material Handling Robotics Production, Revenue, Price and Gross Margin (2016-2021)
3.5 Europe Material Handling Robotics Production
3.5.1 Europe Material Handling Robotics Production Growth Rate (2016-2021)
3.5.2 Europe Material Handling Robotics Production, Revenue, Price and Gross Margin (2016-2021)
3.6 China Material Handling Robotics Production
3.6.1 China Material Handling Robotics Production Growth Rate (2016-2021)
3.6.2 China Material Handling Robotics Production, Revenue, Price and Gross Margin (2016-2021)
3.7 Japan Material Handling Robotics Production
3.7.1 Japan Material Handling Robotics Production Growth Rate (2016-2021)
3.7.2 Japan Material Handling Robotics Production, Revenue, Price and Gross Margin (2016-2021)

4 Global Material Handling Robotics Consumption by Region
4.1 Global Material Handling Robotics Consumption by Region
4.1.1 Global Material Handling Robotics Consumption by Region
4.1.2 Global Material Handling Robotics Consumption Market Share by Region
4.2 North America
4.2.1 North America Material Handling Robotics Consumption by Country
4.2.2 U.S.
4.2.3 Canada
4.3 Europe
4.3.1 Europe Material Handling Robotics Consumption by Country
4.3.2 Germany
4.3.3 France
4.3.4 U.K.
4.3.5 Italy
4.3.6 Russia
4.4 Asia Pacific
4.4.1 Asia Pacific Material Handling Robotics Consumption by Region
4.4.2 China
4.4.3 Japan
4.4.4 South Korea
4.4.5 Taiwan
4.4.6 Southeast Asia
4.4.7 India
4.4.8 Australia
4.5 Latin America
4.5.1 Latin America Material Handling Robotics Consumption by Country
4.5.2 Mexico
4.5.3 Brazil

5 Production, Revenue, Price Trend by Type
5.1 Global Material Handling Robotics Production Market Share by Type (2016-2021)
5.2 Global Material Handling Robotics Revenue Market Share by Type (2016-2021)
5.3 Global Material Handling Robotics Price by Type (2016-2021)

6 Consumption Analysis by Application
6.1 Global Material Handling Robotics Consumption Market Share by Application (2016-2021)
6.2 Global Material Handling Robotics Consumption Growth Rate by Application (2016-2021)

7 Key Companies Profiled
7.1 ABB
7.1.1 ABB Material Handling Robotics Corporation Information
7.1.2 ABB Material Handling Robotics Product Portfolio
7.1.3 ABB Material Handling Robotics Production, Revenue, Price and Gross Margin (2016-2021)
7.1.4 ABB Main Business and Markets Served
7.1.5 ABB Recent Developments/Updates
7.2 FANUC
7.2.1 FANUC Material Handling Robotics Corporation Information
7.2.2 FANUC Material Handling Robotics Product Portfolio
7.2.3 FANUC Material Handling Robotics Production, Revenue, Price and Gross Margin (2016-2021)
7.2.4 FANUC Main Business and Markets Served
7.2.5 FANUC Recent Developments/Updates
7.3 Kuka
7.3.1 Kuka Material Handling Robotics Corporation Information
7.3.2 Kuka Material Handling Robotics Product Portfolio
7.3.3 Kuka Material Handling Robotics Production, Revenue, Price and Gross Margin (2016-2021)
7.3.4 Kuka Main Business and Markets Served
7.3.5 Kuka Recent Developments/Updates
7.4 Kawasaki Robotics
7.4.1 Kawasaki Robotics Material Handling Robotics Corporation Information
7.4.2 Kawasaki Robotics Material Handling Robotics Product Portfolio
7.4.3 Kawasaki Robotics Material Handling Robotics Production, Revenue, Price and Gross Margin (2016-2021)
7.4.4 Kawasaki Robotics Main Business and Markets Served
7.4.5 Kawasaki Robotics Recent Developments/Updates
7.5 Yaskawa Electric
7.5.1 Yaskawa Electric Material Handling Robotics Corporation Information
7.5.2 Yaskawa Electric Material Handling Robotics Product Portfolio
7.5.3 Yaskawa Electric Material Handling Robotics Production, Revenue, Price and Gross Margin (2016-2021)
7.5.4 Yaskawa Electric Main Business and Markets Served
7.5.5 Yaskawa Electric Recent Developments/Updates
7.6 Adept Technology
7.6.1 Adept Technology Material Handling Robotics Corporation Information
7.6.2 Adept Technology Material Handling Robotics Product Portfolio
7.6.3 Adept Technology Material Handling Robotics Production, Revenue, Price and Gross Margin (2016-2021)
7.6.4 Adept Technology Main Business and Markets Served
7.6.5 Adept Technology Recent Developments/Updates

8 Material Handling Robotics Manufacturing Cost Analysis
8.1 Material Handling Robotics Key Raw Materials Analysis
8.1.1 Key Raw Materials
8.1.2 Key Raw Materials Price Trend
8.1.3 Key Suppliers of Raw Materials
8.2 Proportion of Manufacturing Cost Structure
8.3 Manufacturing Process Analysis of Material Handling Robotics
8.4 Material Handling Robotics Industrial Chain Analysis

9 Marketing Channel, Distributors and Customers
9.1 Marketing Channel
9.2 Material Handling Robotics Distributors List
9.3 Material Handling Robotics Customers

10 Market Dynamics
10.1 Material Handling Robotics Industry Trends
10.2 Material Handling Robotics Growth Drivers
10.3 Material Handling Robotics Market Challenges
10.4 Material Handling Robotics Market Restraints

11 Production and Supply Forecast
11.1 Global Forecasted Production of Material Handling Robotics by Region (2022-2027)
11.2 North America Material Handling Robotics Production, Revenue Forecast (2022-2027)
11.3 Europe Material Handling Robotics Production, Revenue Forecast (2022-2027)
11.4 China Material Handling Robotics Production, Revenue Forecast (2022-2027)
11.5 Japan Material Handling Robotics Production, Revenue Forecast (2022-2027)

12 Consumption and Demand Forecast
12.1 Global Forecasted Demand Analysis of Material Handling Robotics
12.2 North America Forecasted Consumption of Material Handling Robotics by Country
12.3 Europe Market Forecasted Consumption of Material Handling Robotics by Country
12.4 Asia Pacific Market Forecasted Consumption of Material Handling Robotics by Region
12.5 Latin America Forecasted Consumption of Material Handling Robotics by Country
13 Forecast by Type and by Application (2022-2027)
13.1 Global Production, Revenue and Price Forecast by Type (2022-2027)
13.1.1 Global Forecasted Production of Material Handling Robotics by Type (2022-2027)
13.1.2 Global Forecasted Revenue of Material Handling Robotics by Type (2022-2027)
13.1.3 Global Forecasted Price of Material Handling Robotics by Type (2022-2027)
13.2 Global Forecasted Consumption of Material Handling Robotics by Application (2022-2027)
14 Research Finding and Conclusion

15 Methodology and Data Source
15.1 Methodology/Research Approach
15.1.1 Research Programs/Design
15.1.2 Market Size Estimation
15.1.3 Market Breakdown and Data Triangulation
15.2 Data Source
15.2.1 Secondary Sources
15.2.2 Primary Sources
15.3 Author List
15.4 Disclaimer

List of Tables
Table 1. Global Material Handling Robotics Market Size by Type (K Units) & (US$ Million) (2021 VS 2027)
Table 2. Global Material Handling Robotics Consumption (K Units) Comparison by Application: 2016 VS 2021 VS 2027
Table 3. Material Handling Robotics Market Size Comparison by Region: 2016 VS 2021 VS 2027
Table 4. Global Material Handling Robotics Production Capacity (K Units) by Manufacturers
Table 5. Global Material Handling Robotics Production (K Units) by Manufacturers (2016-2021)
Table 6. Global Material Handling Robotics Production Market Share by Manufacturers (2016-2021)
Table 7. Global Material Handling Robotics Revenue (US$ Million) by Manufacturers (2016-2021)
Table 8. Global Material Handling Robotics Revenue Share by Manufacturers (2016-2021)
Table 9. Company Type (Tier 1, Tier 2 and Tier 3) & (based on the Revenue in Material Handling Robotics as of 2020)
Table 10. Global Market Material Handling Robotics Average Price (USD/Unit) of Key Manufacturers (2016-2021)
Table 11. Manufacturers Material Handling Robotics Production Sites and Area Served
Table 12. Manufacturers Material Handling Robotics Product Types
Table 13. Mergers & Acquisitions, Expansion
Table 14. Global Material Handling Robotics Production (K Units) by Region (2016-2021)
Table 15. Global Material Handling Robotics Production (K Units) by Region (2016-2021)
Table 16. Global Material Handling Robotics Revenue (US$ Million) by Region (2016-2021)
Table 17. Global Material Handling Robotics Revenue Market Share by Region (2016-2021)
Table 18. Global Material Handling Robotics Production Capacity (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2016-2021)
Table 19. North America Material Handling Robotics Production (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2016-2021)
Table 20. Europe Material Handling Robotics Production (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2016-2021)
Table 21. China Material Handling Robotics Production (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2016-2021)
Table 22. Japan Material Handling Robotics Production (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2016-2021)
Table 23. Global Material Handling Robotics Consumption Market by Region (2016-2021) & (K Units)
Table 24. Global Material Handling Robotics Consumption Market Share by Region (2016-2021)
Table 25. North America Material Handling Robotics Consumption by Country (2016-2021) & (K Units)
Table 26. Europe Material Handling Robotics Consumption by Country (2016-2021) & (K Units)
Table 27. Asia Pacific Material Handling Robotics Consumption by Region (2016-2021) & (K Units)
Table 28. Latin America Material Handling Robotics Consumption by Countries (2016-2021) & (K Units)
Table 29. Global Material Handling Robotics Production (K Units) by Type (2016-2021)
Table 30. Global Material Handling Robotics Production Market Share by Type (2016-2021)
Table 31. Global Material Handling Robotics Revenue (US$ Million) by Type (2016-2021)
Table 32. Global Material Handling Robotics Revenue Share by Type (2016-2021)
Table 33. Global Material Handling Robotics Price (USD/Unit) by Type (2016-2021)
Table 34. Global Material Handling Robotics Consumption by Application (2016-2021) & (K Units)
Table 35. Global Material Handling Robotics Consumption Market Share by Application (2016-2021)
Table 36. Global Material Handling Robotics Consumption Growth Rate by Application (2016-2021)
Table 37. ABB Material Handling Robotics Corporation Information
Table 38. ABB Specification and Application
Table 39. ABB Material Handling Robotics Production (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2016-2021)
Table 40. ABB Main Business and Markets Served
Table 41. ABB Recent Developments/Updates
Table 42. FANUC Material Handling Robotics Corporation Information
Table 43. FANUC Specification and Application
Table 44. FANUC Material Handling Robotics Production (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2016-2021)
Table 45. FANUC Main Business and Markets Served
Table 46. FANUC Recent Developments/Updates
Table 47. Kuka Material Handling Robotics Corporation Information
Table 48. Kuka Specification and Application
Table 49. Kuka Material Handling Robotics Production (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2016-2021)
Table 50. Kuka Main Business and Markets Served
Table 51. Kuka Recent Developments/Updates
Table 52. Kawasaki Robotics Material Handling Robotics Corporation Information
Table 53. Kawasaki Robotics Specification and Application
Table 54. Kawasaki Robotics Material Handling Robotics Production (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2016-2021)
Table 55. Kawasaki Robotics Main Business and Markets Served
Table 56. Kawasaki Robotics Recent Developments/Updates
Table 57. Yaskawa Electric Material Handling Robotics Corporation Information
Table 58. Yaskawa Electric Specification and Application
Table 59. Yaskawa Electric Material Handling Robotics Production (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2016-2021)
Table 60. Yaskawa Electric Main Business and Markets Served
Table 61. Yaskawa Electric Recent Developments/Updates
Table 62. Adept Technology Material Handling Robotics Corporation Information
Table 63. Adept Technology Specification and Application
Table 64. Adept Technology Material Handling Robotics Production (K Units), Revenue (US$ Million), Price (USD/Unit) and Gross Margin (2016-2021)
Table 65. Adept Technology Main Business and Markets Served
Table 66. Adept Technology Recent Developments/Updates
Table 67. Production Base and Market Concentration Rate of Raw Material
Table 68. Key Suppliers of Raw Materials
Table 69. Material Handling Robotics Distributors List
Table 70. Material Handling Robotics Customers List
Table 71. Material Handling Robotics Market Trends
Table 72. Material Handling Robotics Growth Drivers
Table 73. Material Handling Robotics Market Challenges
Table 74. Material Handling Robotics Market Restraints
Table 75. Global Material Handling Robotics Production (K Units) Forecast by Region (2022-2027)
Table 76. North America Material Handling Robotics Consumption Forecast by Country (2022-2027) & (K Units)
Table 77. Europe Material Handling Robotics Consumption Forecast by Country (2022-2027) & (K Units)
Table 78. Asia Pacific Material Handling Robotics Consumption Forecast by Region (2022-2027) & (K Units)
Table 79. Latin America Material Handling Robotics Consumption Forecast by Country (2022-2027) & (K Units)
Table 80. Global Material Handling Robotics Production Forecast by Type (2022-2027) & (K Units)
Table 81. Global Material Handling Robotics Revenue Forecast by Type (2022-2027) & (US$ Million)
Table 82. Global Material Handling Robotics Price Forecast by Type (2022-2027) & (USD/Unit)
Table 83. Global Material Handling Robotics Consumption (K Units) Forecast by Application (2022-2027)
Table 84. Research Programs/Design for This Report
Table 85. Key Data Information from Secondary Sources
Table 86. Key Data Information from Primary Sources
List of Figures
Figure 1. Product Picture of Material Handling Robotics
Figure 2. Global Material Handling Robotics Market Share by Type: 2020 VS 2027
Figure 3. Electric Handling Robotics Product Picture
Figure 4. Semi-Electric Handling Robotics Product Picture
Figure 5. Manual Handling Robotics Product Picture
Figure 6. Global Material Handling Robotics Market Share by Application: 2020 VS 2027
Figure 7. Automotive
Figure 8. Chemical
Figure 9. Electrical and Electronics
Figure 10. Industrial Machinery
Figure 11. Food and Beverage
Figure 12. Others
Figure 13. Global Material Handling Robotics Revenue (US$ Million), 2016 VS 2021 VS 2027
Figure 14. Global Material Handling Robotics Revenue (US$ Million) (2016-2027)
Figure 15. Global Material Handling Robotics Production Capacity (K Units) & (2016-2027)
Figure 16. Global Material Handling Robotics Production (K Units) & (2016-2027)
Figure 17. North America Material Handling Robotics Revenue (US$ Million) and Growth Rate (2016-2027)
Figure 18. Europe Material Handling Robotics Revenue (US$ Million) and Growth Rate (2016-2027)
Figure 19. China Material Handling Robotics Revenue (US$ Million) and Growth Rate (2016-2027)
Figure 20. Japan Material Handling Robotics Revenue (US$ Million) and Growth Rate (2016-2027)
Figure 21. Material Handling Robotics Production Share by Manufacturers in 2020
Figure 22. Global Material Handling Robotics Revenue Share by Manufacturers in 2020
Figure 23. Material Handling Robotics Market Share by Company Type (Tier 1, Tier 2 and Tier 3): 2016 VS 2020
Figure 24. Global Market Material Handling Robotics Average Price (USD/Unit) of Key Manufacturers in 2020
Figure 25. The Global 5 and 10 Largest Players: Market Share by Material Handling Robotics Revenue in 2020
Figure 26. Global Material Handling Robotics Production Market Share by Region (2016-2021)
Figure 27. North America Material Handling Robotics Production (K Units) Growth Rate (2016-2021)
Figure 28. Europe Material Handling Robotics Production (K Units) Growth Rate (2016-2021)
Figure 29. China Material Handling Robotics Production (K Units) Growth Rate (2016-2021)
Figure 30. Japan Material Handling Robotics Production (K Units) Growth Rate (2016-2021)
Figure 31. Global Material Handling Robotics Consumption Market Share by Region (2016-2021)
Figure 32. Global Material Handling Robotics Consumption Market Share by Region in 2020
Figure 33. North America Material Handling Robotics Consumption and Growth Rate (2016-2021) & (K Units)
Figure 34. North America Material Handling Robotics Consumption Market Share by Country in 2020
Figure 35. Canada Material Handling Robotics Consumption Growth Rate (2016-2021) & (K Units)
Figure 36. U.S. Material Handling Robotics Consumption Growth Rate (2016-2021) & (K Units)
Figure 37. Europe Material Handling Robotics Consumption Growth Rate (2016-2021) & (K Units)
Figure 38. Europe Material Handling Robotics Consumption Market Share by Country in 2020
Figure 39. Germany America Material Handling Robotics Consumption and Growth Rate (2016-2021) & (K Units)
Figure 40. France Material Handling Robotics Consumption and Growth Rate (2016-2021) & (K Units)
Figure 41. U.K. Material Handling Robotics Consumption and Growth Rate (2016-2021) & (K Units)
Figure 42. Italy Material Handling Robotics Consumption and Growth Rate (2016-2021) & (K Units)
Figure 43. Russia Material Handling Robotics Consumption and Growth Rate (2016-2021) & (K Units)
Figure 44. Asia Pacific Material Handling Robotics Consumption and Growth Rate (2016-2021) & (K Units)
Figure 45. Asia Pacific Material Handling Robotics Consumption Market Share by Regions in 2020
Figure 46. China Material Handling Robotics Consumption and Growth Rate (2016-2021) & (K Units)
Figure 47. Japan Material Handling Robotics Consumption and Growth Rate (2016-2021) & (K Units)
Figure 48. South Korea Material Handling Robotics Consumption and Growth Rate (2016-2021) & (K Units)
Figure 49. Taiwan Material Handling Robotics Consumption and Growth Rate (2016-2021) & (K Units)
Figure 50. Southeast Asia Material Handling Robotics Consumption and Growth Rate (2016-2021) & (K Units)
Figure 51. India Material Handling Robotics Consumption and Growth Rate (2016-2021) & (K Units)
Figure 52. Australia Material Handling Robotics Consumption and Growth Rate (2016-2021) & (K Units)
Figure 53. Latin America Material Handling Robotics Consumption and Growth Rate (2016-2021) & (K Units)
Figure 54. Latin America Material Handling Robotics Consumption Market Share by Country in 2020
Figure 55. Mexico Material Handling Robotics Consumption and Growth Rate (2016-2021) & (K Units)
Figure 56. Brazil Material Handling Robotics Consumption and Growth Rate (2016-2021) & (K Units)
Figure 57. Production Market Share of Material Handling Robotics by Type (2016-2021)
Figure 58. Production Market Share of Material Handling Robotics by Type in 2020
Figure 59. Revenue Share of Material Handling Robotics by Type (2016-2021)
Figure 60. Revenue Market Share of Material Handling Robotics by Type in 2020
Figure 61. Global Material Handling Robotics Consumption Market Share by Application (2016-2021)
Figure 62. Global Material Handling Robotics Consumption Market Share by Application in 2020
Figure 63. Global Material Handling Robotics Consumption Growth Rate by Application (2016-2021)
Figure 64. Key Raw Materials Price Trend
Figure 65. Manufacturing Cost Structure of Material Handling Robotics
Figure 66. Manufacturing Process Analysis of Material Handling Robotics
Figure 67. Material Handling Robotics Industrial Chain Analysis
Figure 68. Channels of Distribution
Figure 69. Distributors Profiles
Figure 70. Global Material Handling Robotics Production Market Share Forecast by Region (2022-2027)
Figure 71. North America Material Handling Robotics Production (K Units) Growth Rate Forecast (2022-2027)
Figure 72. Europe Material Handling Robotics Production (K Units) Growth Rate Forecast (2022-2027)
Figure 73. China Material Handling Robotics Production (K Units) Growth Rate Forecast (2022-2027)
Figure 74. Japan Material Handling Robotics Production (K Units) Growth Rate Forecast (2022-2027)
Figure 75. Global Forecasted Demand Analysis of Material Handling Robotics (2015-2027) & (K Units)
Figure 76. Global Material Handling Robotics Production Market Share Forecast by Type (2022-2027)
Figure 77. Global Material Handling Robotics Revenue Market Share Forecast by Type (2022-2027)
Figure 78. Global Material Handling Robotics Consumption Forecast by Application (2022-2027)
Figure 79. Bottom-up and Top-down Approaches for This Report
Figure 80. Data Triangulation

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.