Global Artificial Intelligence (AI) In Logistics Market Growth (Status And Outlook) 2022-2028

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 Artificial intelligence (AI) in Logistics Market Size 2017-2028
2.1.2 Artificial intelligence (AI) in Logistics Market Size CAGR by Region 2017 VS 2022 VS 2028
2.2 Artificial intelligence (AI) in Logistics Segment by Type
2.2.1 Artificial neural networks
2.2.2 Machine learning
2.2.3 Other
2.3 Artificial intelligence (AI) in Logistics Market Size by Type
2.3.1 Artificial intelligence (AI) in Logistics Market Size CAGR by Type (2017 VS 2022 VS 2028)
2.3.2 Global Artificial intelligence (AI) in Logistics Market Size Market Share by Type (2017-2022)
2.4 Artificial intelligence (AI) in Logistics Segment by Application
2.4.1 Nventory control and planning
2.4.2 Transportation network design
2.4.3 Purchasing and supply management
2.4.4 Demand planning and forecasting
2.4.5 Other
2.5 Artificial intelligence (AI) in Logistics Market Size by Application
2.5.1 Artificial intelligence (AI) in Logistics Market Size CAGR by Application (2017 VS 2022 VS 2028)
2.5.2 Global Artificial intelligence (AI) in Logistics Market Size Market Share by Application (2017-2022)
3 Artificial intelligence (AI) in Logistics Market Size by Player
3.1 Artificial intelligence (AI) in Logistics Market Size Market Share by Players
3.1.1 Global Artificial intelligence (AI) in Logistics Revenue by Players (2020-2022)
3.1.2 Global Artificial intelligence (AI) in Logistics Revenue Market Share by Players (2020-2022)
3.2 Global Artificial intelligence (AI) in Logistics Key Players Head office and Products Offered
3.3 Market Concentration Rate Analysis
3.3.1 Competition Landscape Analysis
3.3.2 Concentration Ratio (CR3, CR5 and CR10) & (2020-2022)
3.4 New Products and Potential Entrants
3.5 Mergers & Acquisitions, Expansion
4 Artificial intelligence (AI) in Logistics by Regions
4.1 Artificial intelligence (AI) in Logistics Market Size by Regions (2017-2022)
4.2 Americas Artificial intelligence (AI) in Logistics Market Size Growth (2017-2022)
4.3 APAC Artificial intelligence (AI) in Logistics Market Size Growth (2017-2022)
4.4 Europe Artificial intelligence (AI) in Logistics Market Size Growth (2017-2022)
4.5 Middle East & Africa Artificial intelligence (AI) in Logistics Market Size Growth (2017-2022)
5 Americas
5.1 Americas Artificial intelligence (AI) in Logistics Market Size by Country (2017-2022)
5.2 Americas Artificial intelligence (AI) in Logistics Market Size by Type (2017-2022)
5.3 Americas Artificial intelligence (AI) in Logistics Market Size by Application (2017-2022)
5.4 United States
5.5 Canada
5.6 Mexico
5.7 Brazil
6 APAC
6.1 APAC Artificial intelligence (AI) in Logistics Market Size by Region (2017-2022)
6.2 APAC Artificial intelligence (AI) in Logistics Market Size by Type (2017-2022)
6.3 APAC Artificial intelligence (AI) in Logistics Market Size by Application (2017-2022)
6.4 China
6.5 Japan
6.6 Korea
6.7 Southeast Asia
6.8 India
6.9 Australia
7 Europe
7.1 Europe Artificial intelligence (AI) in Logistics by Country (2017-2022)
7.2 Europe Artificial intelligence (AI) in Logistics Market Size by Type (2017-2022)
7.3 Europe Artificial intelligence (AI) in Logistics Market Size by Application (2017-2022)
7.4 Germany
7.5 France
7.6 UK
7.7 Italy
7.8 Russia
8 Middle East & Africa
8.1 Middle East & Africa Artificial intelligence (AI) in Logistics by Region (2017-2022)
8.2 Middle East & Africa Artificial intelligence (AI) in Logistics Market Size by Type (2017-2022)
8.3 Middle East & Africa Artificial intelligence (AI) in Logistics Market Size by Application (2017-2022)
8.4 Egypt
8.5 South Africa
8.6 Israel
8.7 Turkey
8.8 GCC Countries
9 Market Drivers, Challenges and Trends
9.1 Market Drivers & Growth Opportunities
9.2 Market Challenges & Risks
9.3 Industry Trends
10 Global Artificial intelligence (AI) in Logistics Market Forecast
10.1 Global Artificial intelligence (AI) in Logistics Forecast by Regions (2023-2028)
10.1.1 Global Artificial intelligence (AI) in Logistics Forecast by Regions (2023-2028)
10.1.2 Americas Artificial intelligence (AI) in Logistics Forecast
10.1.3 APAC Artificial intelligence (AI) in Logistics Forecast
10.1.4 Europe Artificial intelligence (AI) in Logistics Forecast
10.1.5 Middle East & Africa Artificial intelligence (AI) in Logistics Forecast
10.2 Americas Artificial intelligence (AI) in Logistics Forecast by Country (2023-2028)
10.2.1 United States Artificial intelligence (AI) in Logistics Market Forecast
10.2.2 Canada Artificial intelligence (AI) in Logistics Market Forecast
10.2.3 Mexico Artificial intelligence (AI) in Logistics Market Forecast
10.2.4 Brazil Artificial intelligence (AI) in Logistics Market Forecast
10.3 APAC Artificial intelligence (AI) in Logistics Forecast by Region (2023-2028)
10.3.1 China Artificial intelligence (AI) in Logistics Market Forecast
10.3.2 Japan Artificial intelligence (AI) in Logistics Market Forecast
10.3.3 Korea Artificial intelligence (AI) in Logistics Market Forecast
10.3.4 Southeast Asia Artificial intelligence (AI) in Logistics Market Forecast
10.3.5 India Artificial intelligence (AI) in Logistics Market Forecast
10.3.6 Australia Artificial intelligence (AI) in Logistics Market Forecast
10.4 Europe Artificial intelligence (AI) in Logistics Forecast by Country (2023-2028)
10.4.1 Germany Artificial intelligence (AI) in Logistics Market Forecast
10.4.2 France Artificial intelligence (AI) in Logistics Market Forecast
10.4.3 UK Artificial intelligence (AI) in Logistics Market Forecast
10.4.4 Italy Artificial intelligence (AI) in Logistics Market Forecast
10.4.5 Russia Artificial intelligence (AI) in Logistics Market Forecast
10.5 Middle East & Africa Artificial intelligence (AI) in Logistics Forecast by Region (2023-2028)
10.5.1 Egypt Artificial intelligence (AI) in Logistics Market Forecast
10.5.2 South Africa Artificial intelligence (AI) in Logistics Market Forecast
10.5.3 Israel Artificial intelligence (AI) in Logistics Market Forecast
10.5.4 Turkey Artificial intelligence (AI) in Logistics Market Forecast
10.5.5 GCC Countries Artificial intelligence (AI) in Logistics Market Forecast
10.6 Global Artificial intelligence (AI) in Logistics Forecast by Type (2023-2028)
10.7 Global Artificial intelligence (AI) in Logistics Forecast by Application (2023-2028)

11 Key Players Analysis
11.1 IBM
11.1.1 IBM Company Information
11.1.2 IBM Artificial intelligence (AI) in Logistics Product Offered
11.1.3 IBM Artificial intelligence (AI) in Logistics Revenue, Gross Margin and Market Share (2020-2022)
11.1.4 IBM Main Business Overview
11.1.5 IBM Latest Developments
11.2 Google
11.2.1 Google Company Information
11.2.2 Google Artificial intelligence (AI) in Logistics Product Offered
11.2.3 Google Artificial intelligence (AI) in Logistics Revenue, Gross Margin and Market Share (2020-2022)
11.2.4 Google Main Business Overview
11.2.5 Google Latest Developments
11.3 Microsoft Corporation
11.3.1 Microsoft Corporation Company Information
11.3.2 Microsoft Corporation Artificial intelligence (AI) in Logistics Product Offered
11.3.3 Microsoft Corporation Artificial intelligence (AI) in Logistics Revenue, Gross Margin and Market Share (2020-2022)
11.3.4 Microsoft Corporation Main Business Overview
11.3.5 Microsoft Corporation Latest Developments
11.4 Amazon Web Services Inc
11.4.1 Amazon Web Services Inc Company Information
11.4.2 Amazon Web Services Inc Artificial intelligence (AI) in Logistics Product Offered
11.4.3 Amazon Web Services Inc Artificial intelligence (AI) in Logistics Revenue, Gross Margin and Market Share (2020-2022)
11.4.4 Amazon Web Services Inc Main Business Overview
11.4.5 Amazon Web Services Inc Latest Developments
11.5 Oracle Corporation
11.5.1 Oracle Corporation Company Information
11.5.2 Oracle Corporation Artificial intelligence (AI) in Logistics Product Offered
11.5.3 Oracle Corporation Artificial intelligence (AI) in Logistics Revenue, Gross Margin and Market Share (2020-2022)
11.5.4 Oracle Corporation Main Business Overview
11.5.5 Oracle Corporation Latest Developments
11.6 SAP
11.6.1 SAP Company Information
11.6.2 SAP Artificial intelligence (AI) in Logistics Product Offered
11.6.3 SAP Artificial intelligence (AI) in Logistics Revenue, Gross Margin and Market Share (2020-2022)
11.6.4 SAP Main Business Overview
11.6.5 SAP Latest Developments
11.7 Facebook
11.7.1 Facebook Company Information
11.7.2 Facebook Artificial intelligence (AI) in Logistics Product Offered
11.7.3 Facebook Artificial intelligence (AI) in Logistics Revenue, Gross Margin and Market Share (2020-2022)
11.7.4 Facebook Main Business Overview
11.7.5 Facebook Latest Developments
11.8 Alibaba
11.8.1 Alibaba Company Information
11.8.2 Alibaba Artificial intelligence (AI) in Logistics Product Offered
11.8.3 Alibaba Artificial intelligence (AI) in Logistics Revenue, Gross Margin and Market Share (2020-2022)
11.8.4 Alibaba Main Business Overview
11.8.5 Alibaba Latest Developments
11.9 Baidu
11.9.1 Baidu Company Information
11.9.2 Baidu Artificial intelligence (AI) in Logistics Product Offered
11.9.3 Baidu Artificial intelligence (AI) in Logistics Revenue, Gross Margin and Market Share (2020-2022)
11.9.4 Baidu Main Business Overview
11.9.5 Baidu Latest Developments
12 Research Findings and Conclusion

List of Tables
Table 1. Artificial intelligence (AI) in Logistics Market Size CAGR by Region (2017 VS 2022 VS 2028) & ($ Millions)
Table 2. Major Players of Artificial neural networks
Table 3. Major Players of Machine learning
Table 4. Major Players of Other
Table 5. Artificial intelligence (AI) in Logistics Market Size CAGR by Type (2017 VS 2022 VS 2028) & ($ Millions)
Table 6. Global Artificial intelligence (AI) in Logistics Market Size by Type (2017-2022) & ($ Millions)
Table 7. Global Artificial intelligence (AI) in Logistics Market Size Market Share by Type (2017-2022)
Table 8. Artificial intelligence (AI) in Logistics Market Size CAGR by Application (2017 VS 2022 VS 2028) & ($ Millions)
Table 9. Global Artificial intelligence (AI) in Logistics Market Size by Application (2017-2022) & ($ Millions)
Table 10. Global Artificial intelligence (AI) in Logistics Market Size Market Share by Application (2017-2022)
Table 11. Global Artificial intelligence (AI) in Logistics Revenue by Players (2020-2022) & ($ Millions)
Table 12. Global Artificial intelligence (AI) in Logistics Revenue Market Share by Player (2020-2022)
Table 13. Artificial intelligence (AI) in Logistics Key Players Head office and Products Offered
Table 14. Artificial intelligence (AI) in Logistics Concentration Ratio (CR3, CR5 and CR10) & (2020-2022)
Table 15. New Products and Potential Entrants
Table 16. Mergers & Acquisitions, Expansion
Table 17. Global Artificial intelligence (AI) in Logistics Market Size by Regions 2017-2022 & ($ Millions)
Table 18. Global Artificial intelligence (AI) in Logistics Market Size Market Share by Regions (2017-2022)
Table 19. Americas Artificial intelligence (AI) in Logistics Market Size by Country (2017-2022) & ($ Millions)
Table 20. Americas Artificial intelligence (AI) in Logistics Market Size Market Share by Country (2017-2022)
Table 21. Americas Artificial intelligence (AI) in Logistics Market Size by Type (2017-2022) & ($ Millions)
Table 22. Americas Artificial intelligence (AI) in Logistics Market Size Market Share by Type (2017-2022)
Table 23. Americas Artificial intelligence (AI) in Logistics Market Size by Application (2017-2022) & ($ Millions)
Table 24. Americas Artificial intelligence (AI) in Logistics Market Size Market Share by Application (2017-2022)
Table 25. APAC Artificial intelligence (AI) in Logistics Market Size by Region (2017-2022) & ($ Millions)
Table 26. APAC Artificial intelligence (AI) in Logistics Market Size Market Share by Region (2017-2022)
Table 27. APAC Artificial intelligence (AI) in Logistics Market Size by Type (2017-2022) & ($ Millions)
Table 28. APAC Artificial intelligence (AI) in Logistics Market Size Market Share by Type (2017-2022)
Table 29. APAC Artificial intelligence (AI) in Logistics Market Size by Application (2017-2022) & ($ Millions)
Table 30. APAC Artificial intelligence (AI) in Logistics Market Size Market Share by Application (2017-2022)
Table 31. Europe Artificial intelligence (AI) in Logistics Market Size by Country (2017-2022) & ($ Millions)
Table 32. Europe Artificial intelligence (AI) in Logistics Market Size Market Share by Country (2017-2022)
Table 33. Europe Artificial intelligence (AI) in Logistics Market Size by Type (2017-2022) & ($ Millions)
Table 34. Europe Artificial intelligence (AI) in Logistics Market Size Market Share by Type (2017-2022)
Table 35. Europe Artificial intelligence (AI) in Logistics Market Size by Application (2017-2022) & ($ Millions)
Table 36. Europe Artificial intelligence (AI) in Logistics Market Size Market Share by Application (2017-2022)
Table 37. Middle East & Africa Artificial intelligence (AI) in Logistics Market Size by Region (2017-2022) & ($ Millions)
Table 38. Middle East & Africa Artificial intelligence (AI) in Logistics Market Size Market Share by Region (2017-2022)
Table 39. Middle East & Africa Artificial intelligence (AI) in Logistics Market Size by Type (2017-2022) & ($ Millions)
Table 40. Middle East & Africa Artificial intelligence (AI) in Logistics Market Size Market Share by Type (2017-2022)
Table 41. Middle East & Africa Artificial intelligence (AI) in Logistics Market Size by Application (2017-2022) & ($ Millions)
Table 42. Middle East & Africa Artificial intelligence (AI) in Logistics Market Size Market Share by Application (2017-2022)
Table 43. Key Market Drivers & Growth Opportunities of Artificial intelligence (AI) in Logistics
Table 44. Key Market Challenges & Risks of Artificial intelligence (AI) in Logistics
Table 45. Key Industry Trends of Artificial intelligence (AI) in Logistics
Table 46. Global Artificial intelligence (AI) in Logistics Market Size Forecast by Regions (2023-2028) & ($ Millions)
Table 47. Global Artificial intelligence (AI) in Logistics Market Size Market Share Forecast by Regions (2023-2028)
Table 48. Global Artificial intelligence (AI) in Logistics Market Size Forecast by Type (2023-2028) & ($ Millions)
Table 49. Global Artificial intelligence (AI) in Logistics Market Size Market Share Forecast by Type (2023-2028)
Table 50. Global Artificial intelligence (AI) in Logistics Market Size Forecast by Application (2023-2028) & ($ Millions)
Table 51. Global Artificial intelligence (AI) in Logistics Market Size Market Share Forecast by Application (2023-2028)
Table 52. IBM Details, Company Type, Artificial intelligence (AI) in Logistics Area Served and Its Competitors
Table 53. IBM Artificial intelligence (AI) in Logistics Product Offered
Table 54. IBM Artificial intelligence (AI) in Logistics Revenue ($ million), Gross Margin and Market Share (2020-2022)
Table 55. IBM Main Business
Table 56. IBM Latest Developments
Table 57. Google Details, Company Type, Artificial intelligence (AI) in Logistics Area Served and Its Competitors
Table 58. Google Artificial intelligence (AI) in Logistics Product Offered
Table 59. Google Main Business
Table 60. Google Artificial intelligence (AI) in Logistics Revenue ($ million), Gross Margin and Market Share (2020-2022)
Table 61. Google Latest Developments
Table 62. Microsoft Corporation Details, Company Type, Artificial intelligence (AI) in Logistics Area Served and Its Competitors
Table 63. Microsoft Corporation Artificial intelligence (AI) in Logistics Product Offered
Table 64. Microsoft Corporation Main Business
Table 65. Microsoft Corporation Artificial intelligence (AI) in Logistics Revenue ($ million), Gross Margin and Market Share (2020-2022)
Table 66. Microsoft Corporation Latest Developments
Table 67. Amazon Web Services Inc Details, Company Type, Artificial intelligence (AI) in Logistics Area Served and Its Competitors
Table 68. Amazon Web Services Inc Artificial intelligence (AI) in Logistics Product Offered
Table 69. Amazon Web Services Inc Main Business
Table 70. Amazon Web Services Inc Artificial intelligence (AI) in Logistics Revenue ($ million), Gross Margin and Market Share (2020-2022)
Table 71. Amazon Web Services Inc Latest Developments
Table 72. Oracle Corporation Details, Company Type, Artificial intelligence (AI) in Logistics Area Served and Its Competitors
Table 73. Oracle Corporation Artificial intelligence (AI) in Logistics Product Offered
Table 74. Oracle Corporation Main Business
Table 75. Oracle Corporation Artificial intelligence (AI) in Logistics Revenue ($ million), Gross Margin and Market Share (2020-2022)
Table 76. Oracle Corporation Latest Developments
Table 77. SAP Details, Company Type, Artificial intelligence (AI) in Logistics Area Served and Its Competitors
Table 78. SAP Artificial intelligence (AI) in Logistics Product Offered
Table 79. SAP Main Business
Table 80. SAP Artificial intelligence (AI) in Logistics Revenue ($ million), Gross Margin and Market Share (2020-2022)
Table 81. SAP Latest Developments
Table 82. Facebook Details, Company Type, Artificial intelligence (AI) in Logistics Area Served and Its Competitors
Table 83. Facebook Artificial intelligence (AI) in Logistics Product Offered
Table 84. Facebook Main Business
Table 85. Facebook Artificial intelligence (AI) in Logistics Revenue ($ million), Gross Margin and Market Share (2020-2022)
Table 86. Facebook Latest Developments
Table 87. Alibaba Details, Company Type, Artificial intelligence (AI) in Logistics Area Served and Its Competitors
Table 88. Alibaba Artificial intelligence (AI) in Logistics Product Offered
Table 89. Alibaba Main Business
Table 90. Alibaba Artificial intelligence (AI) in Logistics Revenue ($ million), Gross Margin and Market Share (2020-2022)
Table 91. Alibaba Latest Developments
Table 92. Baidu Details, Company Type, Artificial intelligence (AI) in Logistics Area Served and Its Competitors
Table 93. Baidu Artificial intelligence (AI) in Logistics Product Offered
Table 94. Baidu Main Business
Table 95. Baidu Artificial intelligence (AI) in Logistics Revenue ($ million), Gross Margin and Market Share (2020-2022)
Table 96. Baidu Latest Developments
List of Figures
Figure 1. Artificial intelligence (AI) in Logistics Report Years Considered
Figure 2. Research Objectives
Figure 3. Research Methodology
Figure 4. Research Process and Data Source
Figure 5. Global Artificial intelligence (AI) in Logistics Market Size Growth Rate 2017-2028 ($ Millions)
Figure 6. Global Artificial intelligence (AI) in Logistics Market Size Market Share by Type in 2021
Figure 7. Artificial intelligence (AI) in Logistics in Nventory control and planning
Figure 8. Global Artificial intelligence (AI) in Logistics Market: Nventory control and planning (2017-2022) & ($ Millions)
Figure 9. Artificial intelligence (AI) in Logistics in Transportation network design
Figure 10. Global Artificial intelligence (AI) in Logistics Market: Transportation network design (2017-2022) & ($ Millions)
Figure 11. Artificial intelligence (AI) in Logistics in Purchasing and supply management
Figure 12. Global Artificial intelligence (AI) in Logistics Market: Purchasing and supply management (2017-2022) & ($ Millions)
Figure 13. Artificial intelligence (AI) in Logistics in Demand planning and forecasting
Figure 14. Global Artificial intelligence (AI) in Logistics Market: Demand planning and forecasting (2017-2022) & ($ Millions)
Figure 15. Artificial intelligence (AI) in Logistics in Other
Figure 16. Global Artificial intelligence (AI) in Logistics Market: Other (2017-2022) & ($ Millions)
Figure 17. Global Artificial intelligence (AI) in Logistics Market Size Market Share by Application in 2021
Figure 18. Global Artificial intelligence (AI) in Logistics Revenue Market Share by Player in 2021
Figure 19. Global Artificial intelligence (AI) in Logistics Market Size Market Share by Regions (2017-2022)
Figure 20. Americas Artificial intelligence (AI) in Logistics Market Size 2017-2022 ($ Millions)
Figure 21. APAC Artificial intelligence (AI) in Logistics Market Size 2017-2022 ($ Millions)
Figure 22. Europe Artificial intelligence (AI) in Logistics Market Size 2017-2022 ($ Millions)
Figure 23. Middle East & Africa Artificial intelligence (AI) in Logistics Market Size 2017-2022 ($ Millions)
Figure 24. Americas Artificial intelligence (AI) in Logistics Value Market Share by Country in 2021
Figure 25. Americas Artificial intelligence (AI) in Logistics Consumption Market Share by Type in 2021
Figure 26. Americas Artificial intelligence (AI) in Logistics Market Size Market Share by Application in 2021
Figure 27. United States Artificial intelligence (AI) in Logistics Market Size Growth 2017-2022 ($ Millions)
Figure 28. Canada Artificial intelligence (AI) in Logistics Market Size Growth 2017-2022 ($ Millions)
Figure 29. Mexico Artificial intelligence (AI) in Logistics Market Size Growth 2017-2022 ($ Millions)
Figure 30. Brazil Artificial intelligence (AI) in Logistics Market Size Growth 2017-2022 ($ Millions)
Figure 31. APAC Artificial intelligence (AI) in Logistics Market Size Market Share by Region in 2021
Figure 32. APAC Artificial intelligence (AI) in Logistics Market Size Market Share by Application in 2021
Figure 33. China Artificial intelligence (AI) in Logistics Market Size Growth 2017-2022 ($ Millions)
Figure 34. Japan Artificial intelligence (AI) in Logistics Market Size Growth 2017-2022 ($ Millions)
Figure 35. Korea Artificial intelligence (AI) in Logistics Market Size Growth 2017-2022 ($ Millions)
Figure 36. Southeast Asia Artificial intelligence (AI) in Logistics Market Size Growth 2017-2022 ($ Millions)
Figure 37. India Artificial intelligence (AI) in Logistics Market Size Growth 2017-2022 ($ Millions)
Figure 38. Australia Artificial intelligence (AI) in Logistics Market Size Growth 2017-2022 ($ Millions)
Figure 39. Europe Artificial intelligence (AI) in Logistics Market Size Market Share by Country in 2021
Figure 40. Europe Artificial intelligence (AI) in Logistics Market Size Market Share by Type in 2021
Figure 41. Europe Artificial intelligence (AI) in Logistics Market Size Market Share by Application in 2021
Figure 42. Germany Artificial intelligence (AI) in Logistics Market Size Growth 2017-2022 ($ Millions)
Figure 43. France Artificial intelligence (AI) in Logistics Market Size Growth 2017-2022 ($ Millions)
Figure 44. UK Artificial intelligence (AI) in Logistics Market Size Growth 2017-2022 ($ Millions)
Figure 45. Italy Artificial intelligence (AI) in Logistics Market Size Growth 2017-2022 ($ Millions)
Figure 46. Russia Artificial intelligence (AI) in Logistics Market Size Growth 2017-2022 ($ Millions)
Figure 47. Middle East & Africa Artificial intelligence (AI) in Logistics Market Size Market Share by Region in 2021
Figure 48. Middle East & Africa Artificial intelligence (AI) in Logistics Market Size Market Share by Type in 2021
Figure 49. Middle East & Africa Artificial intelligence (AI) in Logistics Market Size Market Share by Application in 2021
Figure 50. Egypt Artificial intelligence (AI) in Logistics Market Size Growth 2017-2022 ($ Millions)
Figure 51. South Africa Artificial intelligence (AI) in Logistics Market Size Growth 2017-2022 ($ Millions)
Figure 52. Israel Artificial intelligence (AI) in Logistics Market Size Growth 2017-2022 ($ Millions)
Figure 53. Turkey Artificial intelligence (AI) in Logistics Market Size Growth 2017-2022 ($ Millions)
Figure 54. GCC Country Artificial intelligence (AI) in Logistics Market Size Growth 2017-2022 ($ Millions)
Figure 55. Americas Artificial intelligence (AI) in Logistics Market Size 2023-2028 ($ Millions)
Figure 56. APAC Artificial intelligence (AI) in Logistics Market Size 2023-2028 ($ Millions)
Figure 57. Europe Artificial intelligence (AI) in Logistics Market Size 2023-2028 ($ Millions)
Figure 58. Middle East & Africa Artificial intelligence (AI) in Logistics Market Size 2023-2028 ($ Millions)
Figure 59. United States Artificial intelligence (AI) in Logistics Market Size 2023-2028 ($ Millions)
Figure 60. Canada Artificial intelligence (AI) in Logistics Market Size 2023-2028 ($ Millions)
Figure 61. Mexico Artificial intelligence (AI) in Logistics Market Size 2023-2028 ($ Millions)
Figure 62. Brazil Artificial intelligence (AI) in Logistics Market Size 2023-2028 ($ Millions)
Figure 63. China Artificial intelligence (AI) in Logistics Market Size 2023-2028 ($ Millions)
Figure 64. Japan Artificial intelligence (AI) in Logistics Market Size 2023-2028 ($ Millions)
Figure 65. Korea Artificial intelligence (AI) in Logistics Market Size 2023-2028 ($ Millions)
Figure 66. Southeast Asia Artificial intelligence (AI) in Logistics Market Size 2023-2028 ($ Millions)
Figure 67. India Artificial intelligence (AI) in Logistics Market Size 2023-2028 ($ Millions)
Figure 68. Australia Artificial intelligence (AI) in Logistics Market Size 2023-2028 ($ Millions)
Figure 69. Germany Artificial intelligence (AI) in Logistics Market Size 2023-2028 ($ Millions)
Figure 70. France Artificial intelligence (AI) in Logistics Market Size 2023-2028 ($ Millions)
Figure 71. UK Artificial intelligence (AI) in Logistics Market Size 2023-2028 ($ Millions)
Figure 72. Italy Artificial intelligence (AI) in Logistics Market Size 2023-2028 ($ Millions)
Figure 73. Russia Artificial intelligence (AI) in Logistics Market Size 2023-2028 ($ Millions)
Figure 74. Spain Artificial intelligence (AI) in Logistics Market Size 2023-2028 ($ Millions)
Figure 75. Egypt Artificial intelligence (AI) in Logistics Market Size 2023-2028 ($ Millions)
Figure 76. South Africa Artificial intelligence (AI) in Logistics Market Size 2023-2028 ($ Millions)
Figure 77. Israel Artificial intelligence (AI) in Logistics Market Size 2023-2028 ($ Millions)
Figure 78. Turkey Artificial intelligence (AI) in Logistics Market Size 2023-2028 ($ Millions)
Figure 79. GCC Countries Artificial intelligence (AI) in Logistics Market Size 2023-2028 ($ Millions)

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.