Global Smart Factory Market Growth 2021-2026

1 Scope of the Report
1.1 Market Introduction
1.2 Years Considered
1.3 Research Objectives
1.4 Market Research Methodology
1.5 Research Process and Data Source
1.6 Economic Indicators
1.7 Currency Considered

2 Executive Summary
2.1 World Market Overview
2.1.1 Global Smart Factory Consumption 2016-2026
2.1.2 Smart Factory Consumption CAGR by Region
2.2 Smart Factory Segment by Type
2.2.1 Process Manufacturing
2.2.2 Discrete Manufacturing
2.2.3 Others
2.3 Smart Factory Sales by Type
2.3.1 Global Smart Factory Sales Market Share by Type (2016-2021)
2.3.2 Global Smart Factory Revenue and Market Share by Type (2016-2021)
2.3.3 Global Smart Factory Sale Price by Type (2016-2021)
2.4 Smart Factory Segment by Application
2.4.1 Automobile and Transportation
2.4.2 Food and Beverage
2.4.3 Electrical and Electronics
2.4.4 Chemical and Material
2.4.5 Oil and Gas
2.4.6 Others
2.5 Smart Factory Sales by Application
2.5.1 Global Smart Factory Sale Market Share by Application (2016-2021)
2.5.2 Global Smart Factory Revenue and Market Share by Application (2016-2021)
2.5.3 Global Smart Factory Sale Price by Application (2016-2021)

3 Global Smart Factory by Company
3.1 Global Smart Factory Sales Market Share by Company
3.1.1 Global Smart Factory Sales by Company (2019-2021)
3.1.2 Global Smart Factory Sales Market Share by Company (2019-2021)
3.2 Global Smart Factory Revenue Market Share by Company
3.2.1 Global Smart Factory Revenue by Company (2019-2021)
3.2.2 Global Smart Factory Revenue Market Share by Company (2019-2021)
3.3 Global Smart Factory Sale Price by Company
3.4 Global Manufacturers Smart Factory Producing Area Distribution, Sales Area, Product Type
3.4.1 Key Manufacturers Smart Factory Product Location Distribution
3.4.2 Players Smart Factory Products Offered
3.5 Market Concentration Rate Analysis
3.5.1 Competition Landscape Analysis
3.5.2 Concentration Ratio (CR3, CR5 and CR10) & (2019-2021)
3.6 New Products and Potential Entrants
3.7 Mergers & Acquisitions, Expansion

4 Smart Factory by Region
4.1 Global Smart Factory by Region
4.1.1 Global Smart Factory Sales by Region
4.1.2 Global Smart Factory Revenue by Region
4.2 Americas Smart Factory Sales Growth
4.3 APAC Smart Factory Sales Growth
4.4 Europe Smart Factory Sales Growth
4.5 Middle East & Africa Smart Factory Sales Growth

5 Americas
5.1 Americas Smart Factory Sales by Country
5.1.1 Americas Smart Factory Sales by Country (2016-2021)
5.1.2 Americas Smart Factory Revenue by Country (2016-2021)
5.2 Americas Smart Factory Sales by Type
5.3 Americas Smart Factory Sales by Application
5.4 United States
5.5 Canada
5.6 Mexico
5.7 Brazil

6 APAC
6.1 APAC Smart Factory Sales by Region
6.1.1 APAC Smart Factory Sales by Region (2016-2021)
6.1.2 APAC Smart Factory Revenue by Region (2016-2021)
6.2 APAC Smart Factory Sales by Type
6.3 APAC Smart Factory Sales by Application
6.4 China
6.5 Japan
6.6 Korea
6.7 Southeast Asia
6.8 India
6.9 Australia

7 Europe
7.1 Europe Smart Factory by Country
7.1.1 Europe Smart Factory Sales by Country (2016-2021)
7.1.2 Europe Smart Factory Revenue by Country (2016-2021)
7.2 Europe Smart Factory Sales by Type
7.3 Europe Smart Factory Sales by Application
7.4 Germany
7.5 France
7.6 UK
7.7 Italy
7.8 Russia

8 Middle East & Africa
8.1 Middle East & Africa Smart Factory by Country
8.1.1 Middle East & Africa Smart Factory Sales by Country (2016-2021)
8.1.2 Middle East & Africa Smart Factory Revenue by Country (2016-2021)
8.2 Middle East & Africa Smart Factory Sales by Type
8.3 Middle East & Africa Smart Factory Sales by Application
8.4 Egypt
8.5 South Africa
8.6 Israel
8.7 Turkey
8.8 GCC Country

9 Market Drivers, Challenges and Trends
9.1 Market Drivers and Impact
9.1.1 Growing Demand from Key Regions
9.1.2 Growing Demand from Key Applications and Potential Industries
9.2 Market Challenges and Impact
9.3 Market Trends

10 Marketing, Distributors and Customer
10.1 Sales Channel
10.1.1 Direct Channels
10.1.2 Indirect Channels
10.2 Smart Factory Distributors
10.3 Smart Factory Customer

11 Global Smart Factory Market Forecast
11.1 Global Smart Factory Forecast by Region
11.1.1 Global Smart Factory Forecast by Regions (2021-2026)
11.2.2 Global Smart Factory Revenue Forecast by Regions (2021-2026)
11.2 Americas Forecast by Countries
11.3 APAC Forecast by Region
11.4 Europe Forecast by Countries
11.5 Middle East & Africa Forecast by Countries
11.6 Global Smart Factory Forecast by Type
11.7 Global Smart Factory Forecast by Application

12 Key Players Analysis
12.1 Siemens AG
12.1.1 Siemens AG Siemens AG Company Information
12.1.2 Siemens AG Smart Factory Product Offered
12.1.3 Siemens AG Smart Factory Sales, Revenue, Price and Gross Margin (2019-2021)
12.1.4 Siemens AG Main Business Overview
12.1.5 Siemens AG Latest Developments
12.2 ABB Ltd.
12.2.1 ABB Ltd. Company Information
12.2.2 ABB Ltd. Smart Factory Product Offered
12.2.3 ABB Ltd. Smart Factory Sales, Revenue, Price and Gross Margin (2019-2021)
12.2.4 ABB Ltd. Main Business Overview
12.2.5 ABB Ltd. Latest Developments
12.3 Honeywell International, Inc.
12.3.1 Honeywell International, Inc. Company Information
12.3.2 Honeywell International, Inc. Smart Factory Product Offered
12.3.3 Honeywell International, Inc. Smart Factory Sales, Revenue, Price and Gross Margin (2019-2021)
12.3.4 Honeywell International, Inc. Main Business Overview
12.3.5 Honeywell International, Inc. Latest Developments
12.4 Yokogawa Electric Corp.
12.4.1 Yokogawa Electric Corp. Company Information
12.4.2 Yokogawa Electric Corp. Smart Factory Product Offered
12.4.3 Yokogawa Electric Corp. Smart Factory Sales, Revenue, Price and Gross Margin (2019-2021)
12.4.4 Yokogawa Electric Corp. Main Business Overview
12.4.5 Yokogawa Electric Corp. Latest Developments
12.5 General Electric Company
12.5.1 General Electric Company Company Information
12.5.2 General Electric Company Smart Factory Product Offered
12.5.3 General Electric Company Smart Factory Sales, Revenue, Price and Gross Margin (2019-2021)
12.5.4 General Electric Company Main Business Overview
12.5.5 General Electric Company Latest Developments
12.6 Emerson Electric Company
12.6.1 Emerson Electric Company Company Information
12.6.2 Emerson Electric Company Smart Factory Product Offered
12.6.3 Emerson Electric Company Smart Factory Sales, Revenue, Price and Gross Margin (2019-2021)
12.6.4 Emerson Electric Company Main Business Overview
12.6.5 Emerson Electric Company Latest Developments
12.7 Schnieder Electric
12.7.1 Schnieder Electric Company Information
12.7.2 Schnieder Electric Smart Factory Product Offered
12.7.3 Schnieder Electric Smart Factory Sales, Revenue, Price and Gross Margin (2019-2021)
12.7.4 Schnieder Electric Main Business Overview
12.7.5 Schnieder Electric Latest Developments
12.8 Atos SE
12.8.1 Atos SE Company Information
12.8.2 Atos SE Smart Factory Product Offered
12.8.3 Atos SE Smart Factory Sales, Revenue, Price and Gross Margin (2019-2021)
12.8.4 Atos SE Main Business Overview
12.8.5 Atos SE Latest Developments
12.9 Rockwell Automation Inc.
12.9.1 Rockwell Automation Inc. Company Information
12.9.2 Rockwell Automation Inc. Smart Factory Product Offered
12.9.3 Rockwell Automation Inc. Smart Factory Sales, Revenue, Price and Gross Margin (2019-2021)
12.9.4 Rockwell Automation Inc. Main Business Overview
12.9.5 Rockwell Automation Inc. Latest Developments
12.10 Robert Bosch GmbH
12.10.1 Robert Bosch GmbH Company Information
12.10.2 Robert Bosch GmbH Smart Factory Product Offered
12.10.3 Robert Bosch GmbH Smart Factory Sales, Revenue, Price and Gross Margin (2019-2021)
12.10.4 Robert Bosch GmbH Main Business Overview
12.10.5 Robert Bosch GmbH Latest Developments

13 Research Findings and Conclusion

List of Tables
Table 1. Smart Factory Consumption CAGR by Region (2020-2026) & ($ Millions)
Table 2. Major Players of Process Manufacturing
Table 3. Major Players of Discrete Manufacturing
Table 4. Major Players of Others
Table 5. Global Smart Factory Sales by Type (2016-2021) & (K Units)
Table 6. Global Smart Factory Sales Market Share by Type (2016-2021)
Table 7. Global Smart Factory Revenue by Type (2016-2021) & ($ million)
Table 8. Global Smart Factory Revenue Market Share by Type (2016-2021)
Table 9. Global Smart Factory Sale Price by Type (2016-2021)
Table 10. Global Smart Factory Sales by Application (2016-2021) & (K Units)
Table 11. Global Smart Factory Sales Market Share by Application (2016-2021)
Table 12. Global Smart Factory Value by Application (2016-2021)
Table 13. Global Smart Factory Revenue Market Share by Application (2016-2021)
Table 14. Global Smart Factory Sale Price by Application (2016-2021)
Table 15. Global Smart Factory Sales by Company (2019-2021) & (K Units)
Table 16. Global Smart Factory Sales Market Share by Company (2019-2021)
Table 17. Global Smart Factory Revenue by Company (2019-2021) ($ Millions)
Table 18. Global Smart Factory Revenue Market Share by Company (2019-2021)
Table 19. Global Smart Factory Sale Price by Company (2019-2021)
Table 20. Key Manufacturers Smart Factory Producing Area Distribution and Sales Area
Table 21. Players Smart Factory Products Offered
Table 22. Smart Factory Concentration Ratio (CR3, CR5 and CR10) & (2019-2021)
Table 23. New Products and Potential Entrants
Table 24. Mergers & Acquisitions, Expansion
Table 25. Global Smart Factory Sales by Region (2016-2021) (K Units)
Table 26. Global Smart Factory Sales Market Share by Region (2016-2021)
Table 27. Global Smart Factory Revenue by Region (2016-2021) & ($ Millions)
Table 28. Global Smart Factory Revenue Market Share by Region (2016-2021)
Table 29. Americas Smart Factory Sales by Country (2016-2021) & (K Units)
Table 30. Americas Smart Factory Sales Market Share by Country (2016-2021)
Table 31. Americas Smart Factory Revenue by Country (2016-2021) & ($ Millions)
Table 32. Americas Smart Factory Revenue Market Share by Country (2016-2021)
Table 33. Americas Smart Factory Sales by Type (2016-2021) & (K Units)
Table 34. Americas Smart Factory Sales Market Share by Type (2016-2021)
Table 35. Americas Smart Factory Sales by Application (2016-2021) & (K Units)
Table 36. Americas Smart Factory Sales Market Share by Application (2016-2021)
Table 37. APAC Smart Factory Sales by Region (2016-2021) & (K Units)
Table 38. APAC Smart Factory Sales Market Share by Region (2016-2021)
Table 39. APAC Smart Factory Revenue by Region (2016-2021) & ($ Millions)
Table 40. APAC Smart Factory Revenue Market Share by Region (2016-2021)
Table 41. APAC Smart Factory Sales by Type (2016-2021) & (K Units)
Table 42. APAC Smart Factory Sales Market Share by Type (2016-2021)
Table 43. APAC Smart Factory Sales by Application (2016-2021) & (K Units)
Table 44. APAC Smart Factory Sales Market Share by Application (2016-2021)
Table 45. Europe Smart Factory Sales by Country (2016-2021) & (K Units)
Table 46. Europe Smart Factory Sales Market Share by Country (2016-2021)
Table 47. Europe Smart Factory Revenue by Country (2016-2021) & ($ Millions)
Table 48. Europe Smart Factory Revenue Market Share by Country (2016-2021)
Table 49. Europe Smart Factory Sales by Type (2016-2021) & (K Units)
Table 50. Europe Smart Factory Sales Market Share by Type (2016-2021)
Table 51. Europe Smart Factory Sales by Application (2016-2021) & (K Units)
Table 52. Europe Smart Factory Sales Market Share by Application (2016-2021)
Table 53. Middle East & Africa Smart Factory Sales by Country (2016-2021) & (K Units)
Table 54. Middle East & Africa Smart Factory Sales Market Share by Country (2016-2021)
Table 55. Middle East & Africa Smart Factory Revenue by Country (2016-2021) & ($ Millions)
Table 56. Middle East & Africa Smart Factory Revenue Market Share by Country (2016-2021)
Table 57. Middle East & Africa Smart Factory Sales by Type (2016-2021) & (K Units)
Table 58. Middle East & Africa Smart Factory Sales Market Share by Type (2016-2021)
Table 59. Middle East & Africa Smart Factory Sales by Application (2016-2021) & (K Units)
Table 60. Middle East & Africa Smart Factory Sales Market Share by Application (2016-2021)
Table 61. Global Smart Factory Sales Forecast by Type (2021-2026) & (K Units)
Table 62. Global Smart Factory Sales Market Share Forecast by Type (2021-2026)
Table 63. Global Smart Factory Revenue Forecast by Type (2021-2026) & ($ Millions)
Table 64. Global Smart Factory Revenue Market Share Forecast by Type (2021-2026)
Table 65. Global Smart Factory Sales Forecast by Application (2021-2026) & (K Units)
Table 66. Global Smart Factory Sales Market Share Forecast by Application (2021-2026)
Table 67. Global Smart Factory Revenue Forecast by Application (2021-2026) & ($ Millions)
Table 68. Global Smart Factory Revenue Market Share Forecast by Application (2021-2026)
Table 69. Siemens AG Basic Information, Smart Factory Manufacturing Base, Sales Area and Its Competitors
Table 70. Siemens AG Smart Factory Product Offered
Table 71. Siemens AG Smart Factory Sales (K Units), Revenue ($ Million), Price (USD/Unit) and Gross Margin (2019-2021E)
Table 72. Siemens AG Main Business
Table 73. Siemens AG Latest Developments
Table 74. ABB Ltd. Basic Information, Smart Factory Manufacturing Base, Sales Area and Its Competitors
Table 75. ABB Ltd. Smart Factory Product Offered
Table 76. ABB Ltd. Smart Factory Sales (K Units), Revenue ($ Million), Price (USD/Unit) and Gross Margin (2019-2021E)
Table 77. ABB Ltd. Main Business
Table 78. ABB Ltd. Latest Developments
Table 79. Honeywell International, Inc. Basic Information, Smart Factory Manufacturing Base, Sales Area and Its Competitors
Table 80. Honeywell International, Inc. Smart Factory Product Offered
Table 81. Honeywell International, Inc. Smart Factory Sales (K Units), Revenue ($ Million), Price (USD/Unit) and Gross Margin (2019-2021E)
Table 82. Honeywell International, Inc. Main Business
Table 83. Honeywell International, Inc. Latest Developments
Table 84. Yokogawa Electric Corp. Basic Information, Smart Factory Manufacturing Base, Sales Area and Its Competitors
Table 85. Yokogawa Electric Corp. Smart Factory Product Offered
Table 86. Yokogawa Electric Corp. Smart Factory Sales (K Units), Revenue ($ Million), Price (USD/Unit) and Gross Margin (2019-2021E)
Table 87. Yokogawa Electric Corp. Main Business
Table 88. Yokogawa Electric Corp. Latest Developments
Table 89. General Electric Company Basic Information, Smart Factory Manufacturing Base, Sales Area and Its Competitors
Table 90. General Electric Company Smart Factory Product Offered
Table 91. General Electric Company Smart Factory Sales (K Units), Revenue ($ Million), Price (USD/Unit) and Gross Margin (2019-2021E)
Table 92. General Electric Company Main Business
Table 93. General Electric Company Latest Developments
Table 94. Emerson Electric Company Basic Information, Smart Factory Manufacturing Base, Sales Area and Its Competitors
Table 95. Emerson Electric Company Smart Factory Product Offered
Table 96. Emerson Electric Company Smart Factory Sales (K Units), Revenue ($ Million), Price (USD/Unit) and Gross Margin (2019-2021E)
Table 97. Emerson Electric Company Main Business
Table 98. Emerson Electric Company Latest Developments
Table 99. Schnieder Electric Basic Information, Smart Factory Manufacturing Base, Sales Area and Its Competitors
Table 100. Schnieder Electric Smart Factory Product Offered
Table 101. Schnieder Electric Smart Factory Sales (K Units), Revenue ($ Million), Price (USD/Unit) and Gross Margin (2019-2021E)
Table 102. Schnieder Electric Main Business
Table 103. Schnieder Electric Latest Developments
Table 104. Atos SE Basic Information, Smart Factory Manufacturing Base, Sales Area and Its Competitors
Table 105. Atos SE Smart Factory Product Offered
Table 106. Atos SE Smart Factory Sales (K Units), Revenue ($ Million), Price (USD/Unit) and Gross Margin (2019-2021E)
Table 107. Atos SE Main Business
Table 108. Atos SE Latest Developments
Table 109. Rockwell Automation Inc. Basic Information, Smart Factory Manufacturing Base, Sales Area and Its Competitors
Table 110. Rockwell Automation Inc. Smart Factory Product Offered
Table 111. Rockwell Automation Inc. Smart Factory Sales (K Units), Revenue ($ Million), Price (USD/Unit) and Gross Margin (2019-2021E)
Table 112. Rockwell Automation Inc. Main Business
Table 113. Rockwell Automation Inc. Latest Developments
Table 114. Robert Bosch GmbH Basic Information, Smart Factory Manufacturing Base, Sales Area and Its Competitors
Table 115. Robert Bosch GmbH Smart Factory Product Offered
Table 116. Robert Bosch GmbH Smart Factory Sales (K Units), Revenue ($ Million), Price (USD/Unit) and Gross Margin (2019-2021E)
Table 117. Robert Bosch GmbH Main Business
Table 118. Robert Bosch GmbH Latest Developments
List of Figures
Figure 1. Picture of Smart Factory
Figure 2. Smart Factory Report Years Considered
Figure 3. Research Objectives
Figure 4. Research Methodology
Figure 5. Research Process and Data Source
Figure 6. Global Smart Factory Sales Growth Rate 2016-2026 (K Units)
Figure 7. Global Smart Factory Revenue Growth Rate 2016-2026 ($ Millions)
Figure 8. Smart Factory Sales by Region (2021 & 2026) & ($ millions)
Figure 9. Product Picture of Process Manufacturing
Figure 10. Product Picture of Discrete Manufacturing
Figure 11. Product Picture of Others
Figure 12. Global Smart Factory Sales Market Share by Type in 2020
Figure 13. Global Smart Factory Revenue Market Share by Type (2016-2021)
Figure 14. Smart Factory Consumed in Automobile and Transportation
Figure 15. Global Smart Factory Market: Automobile and Transportation (2016-2021) & (K Units)
Figure 16. Smart Factory Consumed in Food and Beverage
Figure 17. Global Smart Factory Market: Food and Beverage (2016-2021) & (K Units)
Figure 18. Smart Factory Consumed in Electrical and Electronics
Figure 19. Global Smart Factory Market: Electrical and Electronics (2016-2021) & (K Units)
Figure 20. Smart Factory Consumed in Chemical and Material
Figure 21. Global Smart Factory Market: Chemical and Material (2016-2021) & (K Units)
Figure 22. Smart Factory Consumed in Oil and Gas
Figure 23. Global Smart Factory Market: Oil and Gas (2016-2021) & (K Units)
Figure 24. Smart Factory Consumed in Others
Figure 25. Global Smart Factory Market: Others (2016-2021) & (K Units)
Figure 26. Global Smart Factory Sales Market Share by Application (2016-2021)
Figure 27. Global Smart Factory Revenue Market Share by Application in 2020
Figure 28. Global Smart Factory Revenue Market by Company in 2020 ($ Million)
Figure 29. Global Smart Factory Revenue Market Share by Company in 2020
Figure 30. Global Smart Factory Sales Market Share by Regions (2016-2021)
Figure 31. Global Smart Factory Revenue Market Share by Region in 2020
Figure 32. Americas Smart Factory Sales 2016-2021 (K Units)
Figure 33. Americas Smart Factory Revenue 2016-2021 ($ Millions)
Figure 34. APAC Smart Factory Sales 2016-2021 (K Units)
Figure 35. APAC Smart Factory Revenue 2016-2021 ($ Millions)
Figure 36. Europe Smart Factory Sales 2016-2021 (K Units)
Figure 37. Europe Smart Factory Revenue 2016-2021 ($ Millions)
Figure 38. Middle East & Africa Smart Factory Sales 2016-2021 (K Units)
Figure 39. Middle East & Africa Smart Factory Revenue 2016-2021 ($ Millions)
Figure 40. Americas Smart Factory Sales Market Share by Country in 2020
Figure 41. Americas Smart Factory Revenue Market Share by Country in 2020
Figure 42. Americas Smart Factory Sales Market Share by Type in 2020
Figure 43. Americas Smart Factory Sales Market Share by Application in 2020
Figure 44. United States Smart Factory Revenue Growth 2016-2021 ($ Millions)
Figure 45. Canada Smart Factory Revenue Growth 2016-2021 ($ Millions)
Figure 46. Mexico Smart Factory Revenue Growth 2016-2021 ($ Millions)
Figure 47. Brazil Smart Factory Revenue Growth 2016-2021 ($ Millions)
Figure 48. APAC Smart Factory Sales Market Share by Region in 2020
Figure 49. APAC Smart Factory Revenue Market Share by Regions in 2020
Figure 50. APAC Smart Factory Sales Market Share by Type in 2020
Figure 51. APAC Smart Factory Sales Market Share by Application in 2020
Figure 52. China Smart Factory Revenue Growth 2016-2021 ($ Millions)
Figure 53. Japan Smart Factory Revenue Growth 2016-2021 ($ Millions)
Figure 54. Korea Smart Factory Revenue Growth 2016-2021 ($ Millions)
Figure 55. Southeast Asia Smart Factory Revenue Growth 2016-2021 ($ Millions)
Figure 56. India Smart Factory Revenue Growth 2016-2021 ($ Millions)
Figure 57. Australia Smart Factory Revenue Growth 2016-2021 ($ Millions)
Figure 58. Europe Smart Factory Sales Market Share by Country in 2020
Figure 59. Europe Smart Factory Revenue Market Share by Country in 2020
Figure 60. Europe Smart Factory Sales Market Share by Type in 2020
Figure 61. Europe Smart Factory Sales Market Share by Application in 2020
Figure 62. Germany Smart Factory Revenue Growth 2016-2021 ($ Millions)
Figure 63. France Smart Factory Revenue Growth 2016-2021 ($ Millions)
Figure 64. UK Smart Factory Revenue Growth 2016-2021 ($ Millions)
Figure 65. Italy Smart Factory Revenue Growth 2016-2021 ($ Millions)
Figure 66. Russia Smart Factory Revenue Growth 2016-2021 ($ Millions)
Figure 67. Middle East & Africa Smart Factory Sales Market Share by Country in 2020
Figure 68. Middle East & Africa Smart Factory Revenue Market Share by Country in 2020
Figure 69. Middle East & Africa Smart Factory Sales Market Share by Type in 2020
Figure 70. Middle East & Africa Smart Factory Sales Market Share by Application in 2020
Figure 71. Egypt Smart Factory Revenue Growth 2016-2021 ($ Millions)
Figure 72. South Africa Smart Factory Revenue Growth 2016-2021 ($ Millions)
Figure 73. Israel Smart Factory Revenue Growth 2016-2021 ($ Millions)
Figure 74. Turkey Smart Factory Revenue Growth 2016-2021 ($ Millions)
Figure 75. GCC Country Smart Factory Revenue Growth 2016-2021 ($ Millions)
Figure 76. Channels of Distribution
Figure 77. Distributors Profiles

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.