AI in Supply Chain Management Market, Global Outlook and Forecast 2022-2028

March 2022 | 60 pages | ID: A82E52813FFAEN
Market Monitor Global

Abstracts

AI in supply chain has virtually countless applications. Areas of impact within the supply chain and logistics realms include operational procurement using intelligent data and chatbots, supply chain planning to forecast demand and supply, warehouse management to optimize stock, quicker and more accurate shipping to reduce lead times and transportation expenses and optimal supplier selection through the use of real-time data.

This report contains market size and forecasts of AI in Supply Chain Management in Global, including the following market information:

Global AI in Supply Chain Management Market Revenue, 2017-2022, 2023-2028, ($ millions)

Global top five companies in 2021 (%)

The global AI in Supply Chain Management market was valued at million in 2021 and is projected to reach US$ million by 2028, at a CAGR of % during the forecast period 2022-2028.

The U.S. Market is Estimated at $ Million in 2021, While China is Forecast to Reach $ Million by 2028.

Hardware Devices Segment to Reach $ Million by 2028, with a % CAGR in next six years.

The global key manufacturers of AI in Supply Chain Management include Nexocode, C3 AI, ORION, Zebra Technologies, Jaggaer, Slimstock, MaxinAI, Bridgei2i and Echo Global Logistics, etc. In 2021, the global top five players have a share approximately % in terms of revenue.

MARKET MONITOR GLOBAL, INC (MMG) has surveyed the AI in Supply Chain Management companies, and industry experts on this industry, involving the revenue, demand, product type, recent developments and plans, industry trends, drivers, challenges, obstacles, and potential risks.

Total Market by Segment:

Global AI in Supply Chain Management Market, by Type, 2017-2022, 2023-2028 ($ millions)

Global AI in Supply Chain Management Market Segment Percentages, by Type, 2021 (%)

• Hardware Devices
• Software

Global AI in Supply Chain Management Market, by Application, 2017-2022, 2023-2028 ($ millions)

Global AI in Supply Chain Management Market Segment Percentages, by Application, 2021 (%)

• Routing And Delivery Logistics
• Warehouse Supply And Demand Management
• Transportation Vehicles Management
• Loading Management
• Accounting

Global AI in Supply Chain Management Market, By Region and Country, 2017-2022, 2023-2028 ($ Millions)

Global AI in Supply Chain Management Market Segment Percentages, By Region and Country, 2021 (%)

• North America
• US
• Canada
• Mexico
• Europe
• Germany
• France
• U.K.
• Italy
• Russia
• Nordic Countries
• Benelux
• Rest of Europe
• Asia
• China
• Japan
• South Korea
• Southeast Asia
• India
• Rest of Asia
• South America
• Brazil
• Argentina
• Rest of South America
• Middle East & Africa
• Turkey
• Israel
• Saudi Arabia
• UAE
• Rest of Middle East & Africa

Competitor Analysis

The report also provides analysis of leading market participants including:

Key companies AI in Supply Chain Management revenues in global market, 2017-2022 (estimated), ($ millions)

Key companies AI in Supply Chain Management revenues share in global market, 2021 (%)

Further, the report presents profiles of competitors in the market, key players include:

• Nexocode
• C3 AI
• ORION
• Zebra Technologies
• Jaggaer
• Slimstock
• MaxinAI
• Bridgei2i
• Echo Global Logistics
• HAVI
• TTEC
• Infor
• Uptake
• JD Group

Contents

1 INTRODUCTION TO RESEARCH & ANALYSIS REPORTS

1.1 AI in Supply Chain Management Market Definition
1.2 Market Segments
  1.2.1 Market by Type
  1.2.2 Market by Application
1.3 Global AI in Supply Chain Management Market Overview
1.4 Features & Benefits of This Report
1.5 Methodology & Sources of Information
  1.5.1 Research Methodology
  1.5.2 Research Process
  1.5.3 Base Year
  1.5.4 Report Assumptions & Caveats

2 GLOBAL AI IN SUPPLY CHAIN MANAGEMENT OVERALL MARKET SIZE

2.1 Global AI in Supply Chain Management Market Size: 2021 VS 2028
2.2 Global AI in Supply Chain Management Market Size, Prospects & Forecasts: 2017-2028
2.3 Key Market Trends, Opportunity, Drivers and Restraints
  2.3.1 Market Opportunities & Trends
  2.3.2 Market Drivers
  2.3.3 Market Restraints

3 COMPANY LANDSCAPE

3.1 Top AI in Supply Chain Management Players in Global Market
3.2 Top Global AI in Supply Chain Management Companies Ranked by Revenue
3.3 Global AI in Supply Chain Management Revenue by Companies
3.4 Top 3 and Top 5 AI in Supply Chain Management Companies in Global Market, by Revenue in 2021
3.5 Global Companies AI in Supply Chain Management Product Type
3.6 Tier 1, Tier 2 and Tier 3 AI in Supply Chain Management Players in Global Market
  3.6.1 List of Global Tier 1 AI in Supply Chain Management Companies
  3.6.2 List of Global Tier 2 and Tier 3 AI in Supply Chain Management Companies

4 MARKET SIGHTS BY PRODUCT

4.1 Overview
  4.1.1 by Type - Global AI in Supply Chain Management Market Size Markets, 2021 & 2028
  4.1.2 Hardware Devices
  4.1.3 Software
4.2 By Type - Global AI in Supply Chain Management Revenue & Forecasts
  4.2.1 By Type - Global AI in Supply Chain Management Revenue, 2017-2022
  4.2.2 By Type - Global AI in Supply Chain Management Revenue, 2023-2028
  4.2.3 By Type - Global AI in Supply Chain Management Revenue Market Share, 2017-2028

5 SIGHTS BY APPLICATION

5.1 Overview
  5.1.1 By Application - Global AI in Supply Chain Management Market Size, 2021 & 2028
  5.1.2 Routing And Delivery Logistics
  5.1.3 Warehouse Supply And Demand Management
  5.1.4 Transportation Vehicles Management
  5.1.5 Loading Management
  5.1.6 Accounting
5.2 By Application - Global AI in Supply Chain Management Revenue & Forecasts
  5.2.1 By Application - Global AI in Supply Chain Management Revenue, 2017-2022
  5.2.2 By Application - Global AI in Supply Chain Management Revenue, 2023-2028
  5.2.3 By Application - Global AI in Supply Chain Management Revenue Market Share, 2017-2028

6 SIGHTS BY REGION

6.1 By Region - Global AI in Supply Chain Management Market Size, 2021 & 2028
6.2 By Region - Global AI in Supply Chain Management Revenue & Forecasts
  6.2.1 By Region - Global AI in Supply Chain Management Revenue, 2017-2022
  6.2.2 By Region - Global AI in Supply Chain Management Revenue, 2023-2028
  6.2.3 By Region - Global AI in Supply Chain Management Revenue Market Share, 2017-2028
6.3 North America
  6.3.1 By Country - North America AI in Supply Chain Management Revenue, 2017-2028
  6.3.2 US AI in Supply Chain Management Market Size, 2017-2028
  6.3.3 Canada AI in Supply Chain Management Market Size, 2017-2028
  6.3.4 Mexico AI in Supply Chain Management Market Size, 2017-2028
6.4 Europe
  6.4.1 By Country - Europe AI in Supply Chain Management Revenue, 2017-2028
  6.4.2 Germany AI in Supply Chain Management Market Size, 2017-2028
  6.4.3 France AI in Supply Chain Management Market Size, 2017-2028
  6.4.4 U.K. AI in Supply Chain Management Market Size, 2017-2028
  6.4.5 Italy AI in Supply Chain Management Market Size, 2017-2028
  6.4.6 Russia AI in Supply Chain Management Market Size, 2017-2028
  6.4.7 Nordic Countries AI in Supply Chain Management Market Size, 2017-2028
  6.4.8 Benelux AI in Supply Chain Management Market Size, 2017-2028
6.5 Asia
  6.5.1 By Region - Asia AI in Supply Chain Management Revenue, 2017-2028
  6.5.2 China AI in Supply Chain Management Market Size, 2017-2028
  6.5.3 Japan AI in Supply Chain Management Market Size, 2017-2028
  6.5.4 South Korea AI in Supply Chain Management Market Size, 2017-2028
  6.5.5 Southeast Asia AI in Supply Chain Management Market Size, 2017-2028
  6.5.6 India AI in Supply Chain Management Market Size, 2017-2028
6.6 South America
  6.6.1 By Country - South America AI in Supply Chain Management Revenue, 2017-2028
  6.6.2 Brazil AI in Supply Chain Management Market Size, 2017-2028
  6.6.3 Argentina AI in Supply Chain Management Market Size, 2017-2028
6.7 Middle East & Africa
  6.7.1 By Country - Middle East & Africa AI in Supply Chain Management Revenue, 2017-2028
  6.7.2 Turkey AI in Supply Chain Management Market Size, 2017-2028
  6.7.3 Israel AI in Supply Chain Management Market Size, 2017-2028
  6.7.4 Saudi Arabia AI in Supply Chain Management Market Size, 2017-2028
  6.7.5 UAE AI in Supply Chain Management Market Size, 2017-2028

7 PLAYERS PROFILES

7.1 Nexocode
  7.1.1 Nexocode Corporate Summary
  7.1.2 Nexocode Business Overview
  7.1.3 Nexocode AI in Supply Chain Management Major Product Offerings
  7.1.4 Nexocode AI in Supply Chain Management Revenue in Global Market (2017-2022)
  7.1.5 Nexocode Key News
7.2 C3 AI
  7.2.1 C3 AI Corporate Summary
  7.2.2 C3 AI Business Overview
  7.2.3 C3 AI AI in Supply Chain Management Major Product Offerings
  7.2.4 C3 AI AI in Supply Chain Management Revenue in Global Market (2017-2022)
  7.2.5 C3 AI Key News
7.3 ORION
  7.3.1 ORION Corporate Summary
  7.3.2 ORION Business Overview
  7.3.3 ORION AI in Supply Chain Management Major Product Offerings
  7.3.4 ORION AI in Supply Chain Management Revenue in Global Market (2017-2022)
  7.3.5 ORION Key News
7.4 Zebra Technologies
  7.4.1 Zebra Technologies Corporate Summary
  7.4.2 Zebra Technologies Business Overview
  7.4.3 Zebra Technologies AI in Supply Chain Management Major Product Offerings
  7.4.4 Zebra Technologies AI in Supply Chain Management Revenue in Global Market (2017-2022)
  7.4.5 Zebra Technologies Key News
7.5 Jaggaer
  7.5.1 Jaggaer Corporate Summary
  7.5.2 Jaggaer Business Overview
  7.5.3 Jaggaer AI in Supply Chain Management Major Product Offerings
  7.5.4 Jaggaer AI in Supply Chain Management Revenue in Global Market (2017-2022)
  7.5.5 Jaggaer Key News
7.6 Slimstock
  7.6.1 Slimstock Corporate Summary
  7.6.2 Slimstock Business Overview
  7.6.3 Slimstock AI in Supply Chain Management Major Product Offerings
  7.6.4 Slimstock AI in Supply Chain Management Revenue in Global Market (2017-2022)
  7.6.5 Slimstock Key News
7.7 MaxinAI
  7.7.1 MaxinAI Corporate Summary
  7.7.2 MaxinAI Business Overview
  7.7.3 MaxinAI AI in Supply Chain Management Major Product Offerings
  7.7.4 MaxinAI AI in Supply Chain Management Revenue in Global Market (2017-2022)
  7.7.5 MaxinAI Key News
7.8 Bridgei2i
  7.8.1 Bridgei2i Corporate Summary
  7.8.2 Bridgei2i Business Overview
  7.8.3 Bridgei2i AI in Supply Chain Management Major Product Offerings
  7.8.4 Bridgei2i AI in Supply Chain Management Revenue in Global Market (2017-2022)
  7.8.5 Bridgei2i Key News
7.9 Echo Global Logistics
  7.9.1 Echo Global Logistics Corporate Summary
  7.9.2 Echo Global Logistics Business Overview
  7.9.3 Echo Global Logistics AI in Supply Chain Management Major Product Offerings
  7.9.4 Echo Global Logistics AI in Supply Chain Management Revenue in Global Market (2017-2022)
  7.9.5 Echo Global Logistics Key News
7.10 HAVI
  7.10.1 HAVI Corporate Summary
  7.10.2 HAVI Business Overview
  7.10.3 HAVI AI in Supply Chain Management Major Product Offerings
  7.10.4 HAVI AI in Supply Chain Management Revenue in Global Market (2017-2022)
  7.10.5 HAVI Key News
7.11 TTEC
  7.11.1 TTEC Corporate Summary
  7.11.2 TTEC Business Overview
  7.11.3 TTEC AI in Supply Chain Management Major Product Offerings
  7.11.4 TTEC AI in Supply Chain Management Revenue in Global Market (2017-2022)
  7.11.5 TTEC Key News
7.12 Infor
  7.12.1 Infor Corporate Summary
  7.12.2 Infor Business Overview
  7.12.3 Infor AI in Supply Chain Management Major Product Offerings
  7.12.4 Infor AI in Supply Chain Management Revenue in Global Market (2017-2022)
  7.12.5 Infor Key News
7.13 Uptake
  7.13.1 Uptake Corporate Summary
  7.13.2 Uptake Business Overview
  7.13.3 Uptake AI in Supply Chain Management Major Product Offerings
  7.13.4 Uptake AI in Supply Chain Management Revenue in Global Market (2017-2022)
  7.13.5 Uptake Key News
7.14 JD Group
  7.14.1 JD Group Corporate Summary
  7.14.2 JD Group Business Overview
  7.14.3 JD Group AI in Supply Chain Management Major Product Offerings
  7.14.4 JD Group AI in Supply Chain Management Revenue in Global Market (2017-2022)
  7.14.5 JD Group Key News

8 CONCLUSION

9 APPENDIX

9.1 Note
9.2 Examples of Clients
9.3 Disclaimer

List Of Tables

LIST OF TABLES

Table 1. AI in Supply Chain Management Market Opportunities & Trends in Global Market
Table 2. AI in Supply Chain Management Market Drivers in Global Market
Table 3. AI in Supply Chain Management Market Restraints in Global Market
Table 4. Key Players of AI in Supply Chain Management in Global Market
Table 5. Top AI in Supply Chain Management Players in Global Market, Ranking by Revenue (2021)
Table 6. Global AI in Supply Chain Management Revenue by Companies, (US$, Mn), 2017-2022
Table 7. Global AI in Supply Chain Management Revenue Share by Companies, 2017-2022
Table 8. Global Companies AI in Supply Chain Management Product Type
Table 9. List of Global Tier 1 AI in Supply Chain Management Companies, Revenue (US$, Mn) in 2021 and Market Share
Table 10. List of Global Tier 2 and Tier 3 AI in Supply Chain Management Companies, Revenue (US$, Mn) in 2021 and Market Share
Table 11. By Type – Global AI in Supply Chain Management Revenue, (US$, Mn), 2021 & 2028
Table 12. By Type - AI in Supply Chain Management Revenue in Global (US$, Mn), 2017-2022
Table 13. By Type - AI in Supply Chain Management Revenue in Global (US$, Mn), 2023-2028
Table 14. By Application – Global AI in Supply Chain Management Revenue, (US$, Mn), 2021 & 2028
Table 15. By Application - AI in Supply Chain Management Revenue in Global (US$, Mn), 2017-2022
Table 16. By Application - AI in Supply Chain Management Revenue in Global (US$, Mn), 2023-2028
Table 17. By Region – Global AI in Supply Chain Management Revenue, (US$, Mn), 2021 & 2028
Table 18. By Region - Global AI in Supply Chain Management Revenue (US$, Mn), 2017-2022
Table 19. By Region - Global AI in Supply Chain Management Revenue (US$, Mn), 2023-2028
Table 20. By Country - North America AI in Supply Chain Management Revenue, (US$, Mn), 2017-2022
Table 21. By Country - North America AI in Supply Chain Management Revenue, (US$, Mn), 2023-2028
Table 22. By Country - Europe AI in Supply Chain Management Revenue, (US$, Mn), 2017-2022
Table 23. By Country - Europe AI in Supply Chain Management Revenue, (US$, Mn), 2023-2028
Table 24. By Region - Asia AI in Supply Chain Management Revenue, (US$, Mn), 2017-2022
Table 25. By Region - Asia AI in Supply Chain Management Revenue, (US$, Mn), 2023-2028
Table 26. By Country - South America AI in Supply Chain Management Revenue, (US$, Mn), 2017-2022
Table 27. By Country - South America AI in Supply Chain Management Revenue, (US$, Mn), 2023-2028
Table 28. By Country - Middle East & Africa AI in Supply Chain Management Revenue, (US$, Mn), 2017-2022
Table 29. By Country - Middle East & Africa AI in Supply Chain Management Revenue, (US$, Mn), 2023-2028
Table 30. Nexocode Corporate Summary
Table 31. Nexocode AI in Supply Chain Management Product Offerings
Table 32. Nexocode AI in Supply Chain Management Revenue (US$, Mn), (2017-2022)
Table 33. C3 AI Corporate Summary
Table 34. C3 AI AI in Supply Chain Management Product Offerings
Table 35. C3 AI AI in Supply Chain Management Revenue (US$, Mn), (2017-2022)
Table 36. ORION Corporate Summary
Table 37. ORION AI in Supply Chain Management Product Offerings
Table 38. ORION AI in Supply Chain Management Revenue (US$, Mn), (2017-2022)
Table 39. Zebra Technologies Corporate Summary
Table 40. Zebra Technologies AI in Supply Chain Management Product Offerings
Table 41. Zebra Technologies AI in Supply Chain Management Revenue (US$, Mn), (2017-2022)
Table 42. Jaggaer Corporate Summary
Table 43. Jaggaer AI in Supply Chain Management Product Offerings
Table 44. Jaggaer AI in Supply Chain Management Revenue (US$, Mn), (2017-2022)
Table 45. Slimstock Corporate Summary
Table 46. Slimstock AI in Supply Chain Management Product Offerings
Table 47. Slimstock AI in Supply Chain Management Revenue (US$, Mn), (2017-2022)
Table 48. MaxinAI Corporate Summary
Table 49. MaxinAI AI in Supply Chain Management Product Offerings
Table 50. MaxinAI AI in Supply Chain Management Revenue (US$, Mn), (2017-2022)
Table 51. Bridgei2i Corporate Summary
Table 52. Bridgei2i AI in Supply Chain Management Product Offerings
Table 53. Bridgei2i AI in Supply Chain Management Revenue (US$, Mn), (2017-2022)
Table 54. Echo Global Logistics Corporate Summary
Table 55. Echo Global Logistics AI in Supply Chain Management Product Offerings
Table 56. Echo Global Logistics AI in Supply Chain Management Revenue (US$, Mn), (2017-2022)
Table 57. HAVI Corporate Summary
Table 58. HAVI AI in Supply Chain Management Product Offerings
Table 59. HAVI AI in Supply Chain Management Revenue (US$, Mn), (2017-2022)
Table 60. TTEC Corporate Summary
Table 61. TTEC AI in Supply Chain Management Product Offerings
Table 62. TTEC AI in Supply Chain Management Revenue (US$, Mn), (2017-2022)
Table 63. Infor Corporate Summary
Table 64. Infor AI in Supply Chain Management Product Offerings
Table 65. Infor AI in Supply Chain Management Revenue (US$, Mn), (2017-2022)
Table 66. Uptake Corporate Summary
Table 67. Uptake AI in Supply Chain Management Product Offerings
Table 68. Uptake AI in Supply Chain Management Revenue (US$, Mn), (2017-2022)
Table 69. JD Group Corporate Summary
Table 70. JD Group AI in Supply Chain Management Product Offerings
Table 71. JD Group AI in Supply Chain Management Revenue (US$, Mn), (2017-2022)

List Of Figures

LIST OF FIGURES

Figure 1. AI in Supply Chain Management Segment by Type in 2021
Figure 2. AI in Supply Chain Management Segment by Application in 2021
Figure 3. Global AI in Supply Chain Management Market Overview: 2021
Figure 4. Key Caveats
Figure 5. Global AI in Supply Chain Management Market Size: 2021 VS 2028 (US$, Mn)
Figure 6. Global AI in Supply Chain Management Revenue, 2017-2028 (US$, Mn)
Figure 7. The Top 3 and 5 Players Market Share by AI in Supply Chain Management Revenue in 2021
Figure 8. By Type - Global AI in Supply Chain Management Revenue Market Share, 2017-2028
Figure 9. By Application - Global AI in Supply Chain Management Revenue Market Share, 2017-2028
Figure 10. By Region - Global AI in Supply Chain Management Revenue Market Share, 2017-2028
Figure 11. By Country - North America AI in Supply Chain Management Revenue Market Share, 2017-2028
Figure 12. US AI in Supply Chain Management Revenue, (US$, Mn), 2017-2028
Figure 13. Canada AI in Supply Chain Management Revenue, (US$, Mn), 2017-2028
Figure 14. Mexico AI in Supply Chain Management Revenue, (US$, Mn), 2017-2028
Figure 15. By Country - Europe AI in Supply Chain Management Revenue Market Share, 2017-2028
Figure 16. Germany AI in Supply Chain Management Revenue, (US$, Mn), 2017-2028
Figure 17. France AI in Supply Chain Management Revenue, (US$, Mn), 2017-2028
Figure 18. U.K. AI in Supply Chain Management Revenue, (US$, Mn), 2017-2028
Figure 19. Italy AI in Supply Chain Management Revenue, (US$, Mn), 2017-2028
Figure 20. Russia AI in Supply Chain Management Revenue, (US$, Mn), 2017-2028
Figure 21. Nordic Countries AI in Supply Chain Management Revenue, (US$, Mn), 2017-2028
Figure 22. Benelux AI in Supply Chain Management Revenue, (US$, Mn), 2017-2028
Figure 23. By Region - Asia AI in Supply Chain Management Revenue Market Share, 2017-2028
Figure 24. China AI in Supply Chain Management Revenue, (US$, Mn), 2017-2028
Figure 25. Japan AI in Supply Chain Management Revenue, (US$, Mn), 2017-2028
Figure 26. South Korea AI in Supply Chain Management Revenue, (US$, Mn), 2017-2028
Figure 27. Southeast Asia AI in Supply Chain Management Revenue, (US$, Mn), 2017-2028
Figure 28. India AI in Supply Chain Management Revenue, (US$, Mn), 2017-2028
Figure 29. By Country - South America AI in Supply Chain Management Revenue Market Share, 2017-2028
Figure 30. Brazil AI in Supply Chain Management Revenue, (US$, Mn), 2017-2028
Figure 31. Argentina AI in Supply Chain Management Revenue, (US$, Mn), 2017-2028
Figure 32. By Country - Middle East & Africa AI in Supply Chain Management Revenue Market Share, 2017-2028
Figure 33. Turkey AI in Supply Chain Management Revenue, (US$, Mn), 2017-2028
Figure 34. Israel AI in Supply Chain Management Revenue, (US$, Mn), 2017-2028
Figure 35. Saudi Arabia AI in Supply Chain Management Revenue, (US$, Mn), 2017-2028
Figure 36. UAE AI in Supply Chain Management Revenue, (US$, Mn), 2017-2028
Figure 37. Nexocode AI in Supply Chain Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 38. C3 AI AI in Supply Chain Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 39. ORION AI in Supply Chain Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 40. Zebra Technologies AI in Supply Chain Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 41. Jaggaer AI in Supply Chain Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 42. Slimstock AI in Supply Chain Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 43. MaxinAI AI in Supply Chain Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 44. Bridgei2i AI in Supply Chain Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 45. Echo Global Logistics AI in Supply Chain Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 46. HAVI AI in Supply Chain Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 47. TTEC AI in Supply Chain Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 48. Infor AI in Supply Chain Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 49. Uptake AI in Supply Chain Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 50. JD Group AI in Supply Chain Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)