Global And Japan Pick-to-Light System Market Size, Status And Forecast 2021-2027

1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Pick-to-Light System Market Size Growth Rate by Type: 2016 VS 2021 VS 2027
1.2.2 Manual Order Picking
1.2.3 Semi-Automatic Order Picking
1.3 Market by Application
1.3.1 Global Pick-to-Light System Market Share by Application: 2016 VS 2021 VS 2027
1.3.2 Tobacco
1.3.3 Medicine
1.3.4 Logistics
1.3.5 Automotive
1.3.6 Electrical Business
1.3.7 Other
1.4 Study Objectives
1.5 Years Considered

2 Global Growth Trends
2.1 Global Pick-to-Light System Market Perspective (2016-2027)
2.2 Pick-to-Light System Growth Trends by Regions
2.2.1 Pick-to-Light System Market Size by Regions: 2016 VS 2021 VS 2027
2.2.2 Pick-to-Light System Historic Market Share by Regions (2016-2021)
2.2.3 Pick-to-Light System Forecasted Market Size by Regions (2022-2027)
2.3 Pick-to-Light System Industry Dynamic
2.3.1 Pick-to-Light System Market Trends
2.3.2 Pick-to-Light System Market Drivers
2.3.3 Pick-to-Light System Market Challenges
2.3.4 Pick-to-Light System Market Restraints

3 Competition Landscape by Key Players
3.1 Global Top Pick-to-Light System Players by Revenue
3.1.1 Global Top Pick-to-Light System Players by Revenue (2016-2021)
3.1.2 Global Pick-to-Light System Revenue Market Share by Players (2016-2021)
3.2 Global Pick-to-Light System Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
3.3 Players Covered: Ranking by Pick-to-Light System Revenue
3.4 Global Pick-to-Light System Market Concentration Ratio
3.4.1 Global Pick-to-Light System Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Pick-to-Light System Revenue in 2020
3.5 Pick-to-Light System Key Players Head office and Area Served
3.6 Key Players Pick-to-Light System Product Solution and Service
3.7 Date of Enter into Pick-to-Light System Market
3.8 Mergers & Acquisitions, Expansion Plans

4 Pick-to-Light System Breakdown Data by Type
4.1 Global Pick-to-Light System Historic Market Size by Type (2016-2021)
4.2 Global Pick-to-Light System Forecasted Market Size by Type (2022-2027)

5 Pick-to-Light System Breakdown Data by Application
5.1 Global Pick-to-Light System Historic Market Size by Application (2016-2021)
5.2 Global Pick-to-Light System Forecasted Market Size by Application (2022-2027)

6 North America
6.1 North America Pick-to-Light System Market Size (2016-2027)
6.2 North America Pick-to-Light System Market Size by Type
6.2.1 North America Pick-to-Light System Market Size by Type (2016-2021)
6.2.2 North America Pick-to-Light System Market Size by Type (2022-2027)
6.2.3 North America Pick-to-Light System Market Size by Type (2016-2027)
6.3 North America Pick-to-Light System Market Size by Application
6.3.1 North America Pick-to-Light System Market Size by Application (2016-2021)
6.3.2 North America Pick-to-Light System Market Size by Application (2022-2027)
6.3.3 North America Pick-to-Light System Market Size by Application (2016-2027)
6.4 North America Pick-to-Light System Market Size by Country
6.4.1 North America Pick-to-Light System Market Size by Country (2016-2021)
6.4.2 North America Pick-to-Light System Market Size by Country (2022-2027)
6.4.3 United States
6.4.4 Canada

7 Europe
7.1 Europe Pick-to-Light System Market Size (2016-2027)
7.2 Europe Pick-to-Light System Market Size by Type
7.2.1 Europe Pick-to-Light System Market Size by Type (2016-2021)
7.2.2 Europe Pick-to-Light System Market Size by Type (2022-2027)
7.2.3 Europe Pick-to-Light System Market Size by Type (2016-2027)
7.3 Europe Pick-to-Light System Market Size by Application
7.3.1 Europe Pick-to-Light System Market Size by Application (2016-2021)
7.3.2 Europe Pick-to-Light System Market Size by Application (2022-2027)
7.3.3 Europe Pick-to-Light System Market Size by Application (2016-2027)
7.4 Europe Pick-to-Light System Market Size by Country
7.4.1 Europe Pick-to-Light System Market Size by Country (2016-2021)
7.4.2 Europe Pick-to-Light System Market Size by Country (2022-2027)
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

8 Asia-Pacific
8.1 Asia-Pacific Pick-to-Light System Market Size (2016-2027)
8.2 Asia-Pacific Pick-to-Light System Market Size by Type
8.2.1 Asia-Pacific Pick-to-Light System Market Size by Type (2016-2021)
8.2.2 Asia-Pacific Pick-to-Light System Market Size by Type (2022-2027)
8.2.3 Asia-Pacific Pick-to-Light System Market Size by Type (2016-2027)
8.3 Asia-Pacific Pick-to-Light System Market Size by Application
8.3.1 Asia-Pacific Pick-to-Light System Market Size by Application (2016-2021)
8.3.2 Asia-Pacific Pick-to-Light System Market Size by Application (2022-2027)
8.3.3 Asia-Pacific Pick-to-Light System Market Size by Application (2016-2027)
8.4 Asia-Pacific Pick-to-Light System Market Size by Region
8.4.1 Asia-Pacific Pick-to-Light System Market Size by Region (2016-2021)
8.4.2 Asia-Pacific Pick-to-Light System Market Size by Region (2022-2027)
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 Pick-to-Light System Market Size (2016-2027)
9.2 Latin America Pick-to-Light System Market Size by Type
9.2.1 Latin America Pick-to-Light System Market Size by Type (2016-2021)
9.2.2 Latin America Pick-to-Light System Market Size by Type (2022-2027)
9.2.3 Latin America Pick-to-Light System Market Size by Type (2016-2027)
9.3 Latin America Pick-to-Light System Market Size by Application
9.3.1 Latin America Pick-to-Light System Market Size by Application (2016-2021)
9.3.2 Latin America Pick-to-Light System Market Size by Application (2022-2027)
9.3.3 Latin America Pick-to-Light System Market Size by Application (2016-2027)
9.4 Latin America Pick-to-Light System Market Size by Country
9.4.1 Latin America Pick-to-Light System Market Size by Country (2016-2021)
9.4.2 Latin America Pick-to-Light System Market Size by Country (2022-2027)
9.4.3 Mexico
9.4.4 Brazil

10 Middle East & Africa
10.1 Middle East & Africa Pick-to-Light System Market Size (2016-2027)
10.2 Middle East & Africa Pick-to-Light System Market Size by Type
10.2.1 Middle East & Africa Pick-to-Light System Market Size by Type (2016-2021)
10.2.2 Middle East & Africa Pick-to-Light System Market Size by Type (2022-2027)
10.2.3 Middle East & Africa Pick-to-Light System Market Size by Type (2016-2027)
10.3 Middle East & Africa Pick-to-Light System Market Size by Application
10.3.1 Middle East & Africa Pick-to-Light System Market Size by Application (2016-2021)
10.3.2 Middle East & Africa Pick-to-Light System Market Size by Application (2022-2027)
10.3.3 Middle East & Africa Pick-to-Light System Market Size by Application (2016-2027)
10.4 Middle East & Africa Pick-to-Light System Market Size by Country
10.4.1 Middle East & Africa Pick-to-Light System Market Size by Country (2016-2021)
10.4.2 Middle East & Africa Pick-to-Light System Market Size by Country (2022-2027)
10.4.3 Turkey
10.4.4 Saudi Arabia
10.4.5 UAE

11 Key Players Profiles
11.1 Dematic
11.1.1 Dematic Company Details
11.1.2 Dematic Business Overview
11.1.3 Dematic Pick-to-Light System Introduction
11.1.4 Dematic Revenue in Pick-to-Light System Business (2016-2021)
11.1.5 Dematic Recent Development
11.2 ATOX
11.2.1 ATOX Company Details
11.2.2 ATOX Business Overview
11.2.3 ATOX Pick-to-Light System Introduction
11.2.4 ATOX Revenue in Pick-to-Light System Business (2016-2021)
11.2.5 ATOX Recent Development
11.3 Lightning Pick
11.3.1 Lightning Pick Company Details
11.3.2 Lightning Pick Business Overview
11.3.3 Lightning Pick Pick-to-Light System Introduction
11.3.4 Lightning Pick Revenue in Pick-to-Light System Business (2016-2021)
11.3.5 Lightning Pick Recent Development
11.4 Pick to Light (AIOI Systems)
11.4.1 Pick to Light (AIOI Systems) Company Details
11.4.2 Pick to Light (AIOI Systems) Business Overview
11.4.3 Pick to Light (AIOI Systems) Pick-to-Light System Introduction
11.4.4 Pick to Light (AIOI Systems) Revenue in Pick-to-Light System Business (2016-2021)
11.4.5 Pick to Light (AIOI Systems) Recent Development
11.5 ULMA Handling Systems
11.5.1 ULMA Handling Systems Company Details
11.5.2 ULMA Handling Systems Business Overview
11.5.3 ULMA Handling Systems Pick-to-Light System Introduction
11.5.4 ULMA Handling Systems Revenue in Pick-to-Light System Business (2016-2021)
11.5.5 ULMA Handling Systems Recent Development
11.6 Daifuku
11.6.1 Daifuku Company Details
11.6.2 Daifuku Business Overview
11.6.3 Daifuku Pick-to-Light System Introduction
11.6.4 Daifuku Revenue in Pick-to-Light System Business (2016-2021)
11.6.5 Daifuku Recent Development
11.7 SSI SCHAEFER
11.7.1 SSI SCHAEFER Company Details
11.7.2 SSI SCHAEFER Business Overview
11.7.3 SSI SCHAEFER Pick-to-Light System Introduction
11.7.4 SSI SCHAEFER Revenue in Pick-to-Light System Business (2016-2021)
11.7.5 SSI SCHAEFER Recent Development
11.8 Creform
11.8.1 Creform Company Details
11.8.2 Creform Business Overview
11.8.3 Creform Pick-to-Light System Introduction
11.8.4 Creform Revenue in Pick-to-Light System Business (2016-2021)
11.8.5 Creform Recent Development

12 Analyst's Viewpoints/Conclusions

13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.2 Data Source
13.2 Disclaimer
13.3 Author Details

List of Tables
Table 1. Global Pick-to-Light System Market Size Growth Rate by Type (US$ Million):2016 VS 2021 VS 2027
Table 2. Key Players of Manual Order Picking
Table 3. Key Players of Semi-Automatic Order Picking
Table 4. Global Pick-to-Light System Market Size Growth by Application (US$ Million): 2016 VS 2021 VS 2027
Table 5. Global Pick-to-Light System Market Size by Regions (US$ Million): 2016 VS 2021 VS 2027
Table 6. Global Pick-to-Light System Market Size by Regions (2016-2021) & (US$ Million)
Table 7. Global Pick-to-Light System Market Share by Regions (2016-2021)
Table 8. Global Pick-to-Light System Forecasted Market Size by Regions (2022-2027) & (US$ Million)
Table 9. Global Pick-to-Light System Market Share by Regions (2022-2027)
Table 10. Pick-to-Light System Market Trends
Table 11. Pick-to-Light System Market Drivers
Table 12. Pick-to-Light System Market Challenges
Table 13. Pick-to-Light System Market Restraints
Table 14. Global Pick-to-Light System Revenue by Players (2016-2021) & (US$ Million)
Table 15. Global Pick-to-Light System Market Share by Players (2016-2021)
Table 16. Global Top Pick-to-Light System Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Pick-to-Light System as of 2020)
Table 17. Ranking of Global Top Pick-to-Light System Companies by Revenue (US$ Million) in 2020
Table 18. Global 5 Largest Players Market Share by Pick-to-Light System Revenue (CR5 and HHI) & (2016-2021)
Table 19. Key Players Headquarters and Area Served
Table 20. Key Players Pick-to-Light System Product Solution and Service
Table 21. Date of Enter into Pick-to-Light System Market
Table 22. Mergers & Acquisitions, Expansion Plans
Table 23. Global Pick-to-Light System Market Size by Type (2016-2021) (US$ Million)
Table 24. Global Pick-to-Light System Revenue Market Share by Type (2016-2021)
Table 25. Global Pick-to-Light System Forecasted Market Size by Type (2022-2027) (US$ Million)
Table 26. Global Pick-to-Light System Revenue Market Share by Type (2022-2027) & (US$ Million)
Table 27. Global Pick-to-Light System Market Size Share by Application (2016-2021) & (US$ Million)
Table 28. Global Pick-to-Light System Revenue Market Share by Application (2016-2021)
Table 29. Global Pick-to-Light System Forecasted Market Size by Application (2022-2027) (US$ Million)
Table 30. Global Pick-to-Light System Revenue Market Share by Application (2022-2027) & (US$ Million)
Table 31. North America Pick-to-Light System Market Size by Type (2016-2021) (US$ Million)
Table 32. North America Pick-to-Light System Market Size by Type (2022-2027) & (US$ Million)
Table 33. North America Pick-to-Light System Market Size by Application (2016-2021) (US$ Million)
Table 34. North America Pick-to-Light System Market Size by Application (2022-2027) & (US$ Million)
Table 35. North America Pick-to-Light System Market Size by Country (2016-2021) & (US$ Million)
Table 36. North America Pick-to-Light System Market Size by Country (2022-2027) & (US$ Million)
Table 37. Europe Pick-to-Light System Market Size by Type (2016-2021) (US$ Million)
Table 38. Europe Pick-to-Light System Market Size by Type (2022-2027) & (US$ Million)
Table 39. Europe Pick-to-Light System Market Size by Application (2016-2021) (US$ Million)
Table 40. Europe Pick-to-Light System Market Size by Application (2022-2027) & (US$ Million)
Table 41. Europe Pick-to-Light System Market Size by Country (2016-2021) & (US$ Million)
Table 42. Europe Pick-to-Light System Market Size by Country (2022-2027) & (US$ Million)
Table 43. Asia-Pacific Pick-to-Light System Market Size by Type (2016-2021) (US$ Million)
Table 44. Asia-Pacific Pick-to-Light System Market Size by Type (2022-2027) & (US$ Million)
Table 45. Asia-Pacific Pick-to-Light System Market Size by Application (2016-2021) (US$ Million)
Table 46. Asia-Pacific Pick-to-Light System Market Size by Application (2022-2027) & (US$ Million)
Table 47. Asia-Pacific Pick-to-Light System Market Size by Region (2016-2021) & (US$ Million)
Table 48. Asia-Pacific Pick-to-Light System Market Size by Region (2022-2027) & (US$ Million)
Table 49. Latin America Pick-to-Light System Market Size by Type (2016-2021) (US$ Million)
Table 50. Latin America Pick-to-Light System Market Size by Type (2022-2027) & (US$ Million)
Table 51. Latin America Pick-to-Light System Market Size by Application (2016-2021) (US$ Million)
Table 52. Latin America Pick-to-Light System Market Size by Application (2022-2027) & (US$ Million)
Table 53. Latin America Pick-to-Light System Market Size by Country (2016-2021) & (US$ Million)
Table 54. Latin America Pick-to-Light System Market Size by Country (2022-2027) & (US$ Million)
Table 55. Middle East & Africa Pick-to-Light System Market Size by Type (2016-2021) (US$ Million)
Table 56. Middle East & Africa Pick-to-Light System Market Size by Type (2022-2027) & (US$ Million)
Table 57. Middle East & Africa Pick-to-Light System Market Size by Application (2016-2021) (US$ Million)
Table 58. Middle East & Africa Pick-to-Light System Market Size by Application (2022-2027) & (US$ Million)
Table 59. Middle East & Africa Pick-to-Light System Market Size by Country (2016-2021) & (US$ Million)
Table 60. Middle East & Africa Pick-to-Light System Market Size by Country (2022-2027) & (US$ Million)
Table 61. Dematic Company Details
Table 62. Dematic Business Overview
Table 63. Dematic Pick-to-Light System Product
Table 64. Dematic Revenue in Pick-to-Light System Business (2016-2021) & (US$ Million)
Table 65. Dematic Recent Development
Table 66. ATOX Company Details
Table 67. ATOX Business Overview
Table 68. ATOX Pick-to-Light System Product
Table 69. ATOX Revenue in Pick-to-Light System Business (2016-2021) & (US$ Million)
Table 70. ATOX Recent Development
Table 71. Lightning Pick Company Details
Table 72. Lightning Pick Business Overview
Table 73. Lightning Pick Pick-to-Light System Product
Table 74. Lightning Pick Revenue in Pick-to-Light System Business (2016-2021) & (US$ Million)
Table 75. Lightning Pick Recent Development
Table 76. Pick to Light (AIOI Systems) Company Details
Table 77. Pick to Light (AIOI Systems) Business Overview
Table 78. Pick to Light (AIOI Systems) Pick-to-Light System Product
Table 79. Pick to Light (AIOI Systems) Revenue in Pick-to-Light System Business (2016-2021) & (US$ Million)
Table 80. Pick to Light (AIOI Systems) Recent Development
Table 81. ULMA Handling Systems Company Details
Table 82. ULMA Handling Systems Business Overview
Table 83. ULMA Handling Systems Pick-to-Light System Product
Table 84. ULMA Handling Systems Revenue in Pick-to-Light System Business (2016-2021) & (US$ Million)
Table 85. ULMA Handling Systems Recent Development
Table 86. Daifuku Company Details
Table 87. Daifuku Business Overview
Table 88. Daifuku Pick-to-Light System Product
Table 89. Daifuku Revenue in Pick-to-Light System Business (2016-2021) & (US$ Million)
Table 90. Daifuku Recent Development
Table 91. SSI SCHAEFER Company Details
Table 92. SSI SCHAEFER Business Overview
Table 93. SSI SCHAEFER Pick-to-Light System Product
Table 94. SSI SCHAEFER Revenue in Pick-to-Light System Business (2016-2021) & (US$ Million)
Table 95. SSI SCHAEFER Recent Development
Table 96. Creform Company Details
Table 97. Creform Business Overview
Table 98. Creform Revenue in Pick-to-Light System Business (2016-2021) & (US$ Million)
Table 99. Creform Recent Development
Table 100. Research Programs/Design for This Report
Table 101. Key Data Information from Secondary Sources
Table 102. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Pick-to-Light System Market Share by Type: 2020 VS 2027
Figure 2. Manual Order Picking Features
Figure 3. Semi-Automatic Order Picking Features
Figure 4. Global Pick-to-Light System Market Share by Application: 2020 VS 2027
Figure 5. Tobacco Case Studies
Figure 6. Medicine Case Studies
Figure 7. Logistics Case Studies
Figure 8. Automotive Case Studies
Figure 9. Electrical Business Case Studies
Figure 10. Other Case Studies
Figure 11. Pick-to-Light System Report Years Considered
Figure 12. Global Pick-to-Light System Market Size (US$ Million), Year-over-Year: 2016-2027
Figure 13. Global Pick-to-Light System Market Size (US$ Million), 2016 VS 2021 VS 2027
Figure 14. Global Pick-to-Light System Market Share by Regions: 2020 VS 2027
Figure 15. Global Pick-to-Light System Market Share by Regions (2022-2027)
Figure 16. Global Pick-to-Light System Market Share by Players in 2020
Figure 17. Global Top Pick-to-Light System Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Pick-to-Light System as of 2020
Figure 18. The Top 10 and 5 Players Market Share by Pick-to-Light System Revenue in 2020
Figure 19. Global Pick-to-Light System Revenue Market Share by Type (2016-2021)
Figure 20. Global Pick-to-Light System Revenue Market Share by Type (2022-2027)
Figure 21. North America Pick-to-Light System Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 22. North America Pick-to-Light System Market Share by Type (2016-2027)
Figure 23. North America Pick-to-Light System Market Share by Application (2016-2027)
Figure 24. North America Pick-to-Light System Market Share by Country (2016-2027)
Figure 25. United States Pick-to-Light System Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 26. Canada Pick-to-Light System Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 27. Europe Pick-to-Light System Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 28. Europe Pick-to-Light System Market Share by Type (2016-2027)
Figure 29. Europe Pick-to-Light System Market Share by Application (2016-2027)
Figure 30. Europe Pick-to-Light System Market Share by Country (2016-2027)
Figure 31. Germany Pick-to-Light System Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 32. France Pick-to-Light System Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 33. U.K. Pick-to-Light System Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 34. Italy Pick-to-Light System Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 35. Russia Pick-to-Light System Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 36. Nordic Pick-to-Light System Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 37. Asia-Pacific Pick-to-Light System Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 38. Asia-Pacific Pick-to-Light System Market Share by Type (2016-2027)
Figure 39. Asia-Pacific Pick-to-Light System Market Share by Application (2016-2027)
Figure 40. Asia-Pacific Pick-to-Light System Market Share by Region (2016-2027)
Figure 41. China Pick-to-Light System Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 42. Japan Pick-to-Light System Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 43. South Korea Pick-to-Light System Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 44. Southeast Asia Pick-to-Light System Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 45. India Pick-to-Light System Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 46. Australia Pick-to-Light System Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 47. Latin America Pick-to-Light System Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 48. Latin America Pick-to-Light System Market Share by Type (2016-2027)
Figure 49. Latin America Pick-to-Light System Market Share by Application (2016-2027)
Figure 50. Latin America Pick-to-Light System Market Share by Country (2016-2027)
Figure 51. Mexico Pick-to-Light System Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 52. Brazil Pick-to-Light System Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 53. Middle East & Africa Pick-to-Light System Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 54. Middle East & Africa Pick-to-Light System Market Share by Type (2016-2027)
Figure 55. Middle East & Africa Pick-to-Light System Market Share by Application (2016-2027)
Figure 56. Middle East & Africa Pick-to-Light System Market Share by Country (2016-2027)
Figure 57. Turkey Pick-to-Light System Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 58. Saudi Arabia Pick-to-Light System Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 59. UAE Pick-to-Light System Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 60. Dematic Revenue Growth Rate in Pick-to-Light System Business (2016-2021)
Figure 61. ATOX Revenue Growth Rate in Pick-to-Light System Business (2016-2021)
Figure 62. Lightning Pick Revenue Growth Rate in Pick-to-Light System Business (2016-2021)
Figure 63. Pick to Light (AIOI Systems) Revenue Growth Rate in Pick-to-Light System Business (2016-2021)
Figure 64. ULMA Handling Systems Revenue Growth Rate in Pick-to-Light System Business (2016-2021)
Figure 65. Daifuku Revenue Growth Rate in Pick-to-Light System Business (2016-2021)
Figure 66. SSI SCHAEFER Revenue Growth Rate in Pick-to-Light System Business (2016-2021)
Figure 67. Creform Revenue Growth Rate in Pick-to-Light System Business (2016-2021)
Figure 68. Bottom-up and Top-down Approaches for This Report
Figure 69. Data Triangulation
Figure 70. 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.