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Global Maritime Autonomous Surface Ships (MASS) Market Research Report 2024


Published on: 2024-01-04 | No of Pages : 400 | Industry : Latest Trends

Publisher : MRA | Format : PDF

Global Maritime Autonomous Surface Ships (MASS) Market Research Report 2024

Maritime Autonomous Surface Ships (MASS) are designed to operate autonomously or semi-autonomously in maritime environments, with applications in surveillance, research, and other maritime tasks.
According to MRA Research’s new survey, global Maritime Autonomous Surface Ships (MASS) market is projected to reach US$ million in 2033, increasing from US$ million in 2023, with the CAGR of % during the period of 2023 to 2033. Influencing issues, such as economy environments, COVID-19 and Russia-Ukraine War, have led to great market fluctuations in the past few years and are considered comprehensively in the whole Maritime Autonomous Surface Ships (MASS) market research.
Key companies engaged in the Maritime Autonomous Surface Ships (MASS) industry include Al Seer Marine, Kongsberg, Rolls-Royce, ASV, DARPA and NYK Line, etc. Among those companies, the top 3 players guaranteed % supply worldwide in 2023.
When refers to consumption region, % value of Maritime Autonomous Surface Ships (MASS) were sold to North America, Europe and Asia Pacific in 2023. Moreover, China, plays a key role in the whole Maritime Autonomous Surface Ships (MASS) market and estimated to attract more attentions from industry insiders and investors.
Report Scope
This report, based on historical analysis (2018-2023) and forecast calculation (2023-2033), aims to help readers to get a comprehensive understanding of global Maritime Autonomous Surface Ships (MASS) market with multiple angles, which provides sufficient supports to readers’ strategy and decision making.



By Company


Al Seer Marine
Kongsberg
Rolls-Royce
ASV
DARPA
NYK Line
Segment by Type
Remote Control Ships
Fully Autonomous Ships
Others

Segment by Application


Commercial
Military & Security
By Region
North America
United States
Canada
Europe
Germany
France
UK
Italy
Russia
Nordic Countries
Rest of Europe
Asia-Pacific
China
Japan
South Korea
Southeast Asia
India
Australia
Rest of Asia
Latin America
Mexico
Brazil
Rest of Latin America
Middle East & Africa
Turkey
Saudi Arabia
UAE
Rest of MEA
The Maritime Autonomous Surface Ships (MASS) report covers below items
Chapter 1Product Basic Information (Definition, Type and Application)
Chapter 2Global market size, regional market size. Market Opportunities and Challenges
Chapter 3Companies’ Competition Patterns
Chapter 4Product Type Analysis
Chapter 5Product Application Analysis
Chapter 6 to 10Country Level Value Analysis
Chapter 11Companies' Outline
Chapter 12Market Conclusions
Chapter 13Research Methodology and Data Source

Table of Content

1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Maritime Autonomous Surface Ships (MASS) Market Size Growth Rate by Type: 2018 VS 2023 VS 2033
1.2.2 Remote Control Ships
1.2.3 Fully Autonomous Ships
1.2.4 Others
1.3 Market by Application
1.3.1 Global Maritime Autonomous Surface Ships (MASS) Market Growth by Application: 2018 VS 2023 VS 2033
1.3.2 Commercial
1.3.3 Military & Security
1.4 Study Objectives
1.5 Years Considered
1.6 Years Considered
2 Global Growth Trends
2.1 Global Maritime Autonomous Surface Ships (MASS) Market Perspective (2018-2033)
2.2 Maritime Autonomous Surface Ships (MASS) Growth Trends by Region
2.2.1 Global Maritime Autonomous Surface Ships (MASS) Market Size by Region: 2018 VS 2023 VS 2033
2.2.2 Maritime Autonomous Surface Ships (MASS) Historic Market Size by Region (2018-2023)
2.2.3 Maritime Autonomous Surface Ships (MASS) Forecasted Market Size by Region (2024-2033)
2.3 Maritime Autonomous Surface Ships (MASS) Market Dynamics
2.3.1 Maritime Autonomous Surface Ships (MASS) Industry Trends
2.3.2 Maritime Autonomous Surface Ships (MASS) Market Drivers
2.3.3 Maritime Autonomous Surface Ships (MASS) Market Challenges
2.3.4 Maritime Autonomous Surface Ships (MASS) Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Maritime Autonomous Surface Ships (MASS) Players by Revenue
3.1.1 Global Top Maritime Autonomous Surface Ships (MASS) Players by Revenue (2018-2023)
3.1.2 Global Maritime Autonomous Surface Ships (MASS) Revenue Market Share by Players (2018-2023)
3.2 Global Maritime Autonomous Surface Ships (MASS) Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Players Covered: Ranking by Maritime Autonomous Surface Ships (MASS) Revenue
3.4 Global Maritime Autonomous Surface Ships (MASS) Market Concentration Ratio
3.4.1 Global Maritime Autonomous Surface Ships (MASS) Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Maritime Autonomous Surface Ships (MASS) Revenue in 2023
3.5 Maritime Autonomous Surface Ships (MASS) Key Players Head office and Area Served
3.6 Key Players Maritime Autonomous Surface Ships (MASS) Product Solution and Service
3.7 Date of Enter into Maritime Autonomous Surface Ships (MASS) Market
3.8 Mergers & Acquisitions, Expansion Plans
4 Maritime Autonomous Surface Ships (MASS) Breakdown Data by Type
4.1 Global Maritime Autonomous Surface Ships (MASS) Historic Market Size by Type (2018-2023)
4.2 Global Maritime Autonomous Surface Ships (MASS) Forecasted Market Size by Type (2024-2033)
5 Maritime Autonomous Surface Ships (MASS) Breakdown Data by Application
5.1 Global Maritime Autonomous Surface Ships (MASS) Historic Market Size by Application (2018-2023)
5.2 Global Maritime Autonomous Surface Ships (MASS) Forecasted Market Size by Application (2024-2033)
6 North America
6.1 North America Maritime Autonomous Surface Ships (MASS) Market Size (2018-2033)
6.2 North America Maritime Autonomous Surface Ships (MASS) Market Growth Rate by Country: 2018 VS 2023 VS 2033
6.3 North America Maritime Autonomous Surface Ships (MASS) Market Size by Country (2018-2023)
6.4 North America Maritime Autonomous Surface Ships (MASS) Market Size by Country (2024-2033)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Maritime Autonomous Surface Ships (MASS) Market Size (2018-2033)
7.2 Europe Maritime Autonomous Surface Ships (MASS) Market Growth Rate by Country: 2018 VS 2023 VS 2033
7.3 Europe Maritime Autonomous Surface Ships (MASS) Market Size by Country (2018-2023)
7.4 Europe Maritime Autonomous Surface Ships (MASS) Market Size by Country (2024-2033)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Maritime Autonomous Surface Ships (MASS) Market Size (2018-2033)
8.2 Asia-Pacific Maritime Autonomous Surface Ships (MASS) Market Growth Rate by Region: 2018 VS 2023 VS 2033
8.3 Asia-Pacific Maritime Autonomous Surface Ships (MASS) Market Size by Region (2018-2023)
8.4 Asia-Pacific Maritime Autonomous Surface Ships (MASS) Market Size by Region (2024-2033)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia
9 Latin America
9.1 Latin America Maritime Autonomous Surface Ships (MASS) Market Size (2018-2033)
9.2 Latin America Maritime Autonomous Surface Ships (MASS) Market Growth Rate by Country: 2018 VS 2023 VS 2033
9.3 Latin America Maritime Autonomous Surface Ships (MASS) Market Size by Country (2018-2023)
9.4 Latin America Maritime Autonomous Surface Ships (MASS) Market Size by Country (2024-2033)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Maritime Autonomous Surface Ships (MASS) Market Size (2018-2033)
10.2 Middle East & Africa Maritime Autonomous Surface Ships (MASS) Market Growth Rate by Country: 2018 VS 2023 VS 2033
10.3 Middle East & Africa Maritime Autonomous Surface Ships (MASS) Market Size by Country (2018-2023)
10.4 Middle East & Africa Maritime Autonomous Surface Ships (MASS) Market Size by Country (2024-2033)
10.5 Turkey
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 Al Seer Marine
11.1.1 Al Seer Marine Company Detail
11.1.2 Al Seer Marine Business Overview
11.1.3 Al Seer Marine Maritime Autonomous Surface Ships (MASS) Introduction
11.1.4 Al Seer Marine Revenue in Maritime Autonomous Surface Ships (MASS) Business (2018-2023)
11.1.5 Al Seer Marine Recent Development
11.2 Kongsberg
11.2.1 Kongsberg Company Detail
11.2.2 Kongsberg Business Overview
11.2.3 Kongsberg Maritime Autonomous Surface Ships (MASS) Introduction
11.2.4 Kongsberg Revenue in Maritime Autonomous Surface Ships (MASS) Business (2018-2023)
11.2.5 Kongsberg Recent Development
11.3 Rolls-Royce
11.3.1 Rolls-Royce Company Detail
11.3.2 Rolls-Royce Business Overview
11.3.3 Rolls-Royce Maritime Autonomous Surface Ships (MASS) Introduction
11.3.4 Rolls-Royce Revenue in Maritime Autonomous Surface Ships (MASS) Business (2018-2023)
11.3.5 Rolls-Royce Recent Development
11.4 ASV
11.4.1 ASV Company Detail
11.4.2 ASV Business Overview
11.4.3 ASV Maritime Autonomous Surface Ships (MASS) Introduction
11.4.4 ASV Revenue in Maritime Autonomous Surface Ships (MASS) Business (2018-2023)
11.4.5 ASV Recent Development
11.5 DARPA
11.5.1 DARPA Company Detail
11.5.2 DARPA Business Overview
11.5.3 DARPA Maritime Autonomous Surface Ships (MASS) Introduction
11.5.4 DARPA Revenue in Maritime Autonomous Surface Ships (MASS) Business (2018-2023)
11.5.5 DARPA Recent Development
11.6 NYK Line
11.6.1 NYK Line Company Detail
11.6.2 NYK Line Business Overview
11.6.3 NYK Line Maritime Autonomous Surface Ships (MASS) Introduction
11.6.4 NYK Line Revenue in Maritime Autonomous Surface Ships (MASS) Business (2018-2023)
11.6.5 NYK Line 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 Figure

List of Tables
Table 1. Global Maritime Autonomous Surface Ships (MASS) Market Size Growth Rate by Type (US$ Million): 2018 VS 2023 VS 2033
Table 2. Key Players of Remote Control Ships
Table 3. Key Players of Fully Autonomous Ships
Table 4. Key Players of Others
Table 5. Global Maritime Autonomous Surface Ships (MASS) Market Size Growth by Application (US$ Million): 2018 VS 2023 VS 2033
Table 6. Global Maritime Autonomous Surface Ships (MASS) Market Size by Region (US$ Million): 2018 VS 2023 VS 2033
Table 7. Global Maritime Autonomous Surface Ships (MASS) Market Size by Region (2018-2023) & (US$ Million)
Table 8. Global Maritime Autonomous Surface Ships (MASS) Market Share by Region (2018-2023)
Table 9. Global Maritime Autonomous Surface Ships (MASS) Forecasted Market Size by Region (2024-2033) & (US$ Million)
Table 10. Global Maritime Autonomous Surface Ships (MASS) Market Share by Region (2024-2033)
Table 11. Maritime Autonomous Surface Ships (MASS) Market Trends
Table 12. Maritime Autonomous Surface Ships (MASS) Market Drivers
Table 13. Maritime Autonomous Surface Ships (MASS) Market Challenges
Table 14. Maritime Autonomous Surface Ships (MASS) Market Restraints
Table 15. Global Maritime Autonomous Surface Ships (MASS) Revenue by Players (2018-2023) & (US$ Million)
Table 16. Global Maritime Autonomous Surface Ships (MASS) Market Share by Players (2018-2023)
Table 17. Global Top Maritime Autonomous Surface Ships (MASS) Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Maritime Autonomous Surface Ships (MASS) as of 2023)
Table 18. Ranking of Global Top Maritime Autonomous Surface Ships (MASS) Companies by Revenue (US$ Million) in 2023
Table 19. Global 5 Largest Players Market Share by Maritime Autonomous Surface Ships (MASS) Revenue (CR5 and HHI) & (2018-2023)
Table 20. Key Players Headquarters and Area Served
Table 21. Key Players Maritime Autonomous Surface Ships (MASS) Product Solution and Service
Table 22. Date of Enter into Maritime Autonomous Surface Ships (MASS) Market
Table 23. Mergers & Acquisitions, Expansion Plans
Table 24. Global Maritime Autonomous Surface Ships (MASS) Market Size by Type (2018-2023) & (US$ Million)
Table 25. Global Maritime Autonomous Surface Ships (MASS) Revenue Market Share by Type (2018-2023)
Table 26. Global Maritime Autonomous Surface Ships (MASS) Forecasted Market Size by Type (2024-2033) & (US$ Million)
Table 27. Global Maritime Autonomous Surface Ships (MASS) Revenue Market Share by Type (2024-2033)
Table 28. Global Maritime Autonomous Surface Ships (MASS) Market Size by Application (2018-2023) & (US$ Million)
Table 29. Global Maritime Autonomous Surface Ships (MASS) Revenue Market Share by Application (2018-2023)
Table 30. Global Maritime Autonomous Surface Ships (MASS) Forecasted Market Size by Application (2024-2033) & (US$ Million)
Table 31. Global Maritime Autonomous Surface Ships (MASS) Revenue Market Share by Application (2024-2033)
Table 32. North America Maritime Autonomous Surface Ships (MASS) Market Size Growth Rate by Country (US$ Million): 2018 VS 2023 VS 2033
Table 33. North America Maritime Autonomous Surface Ships (MASS) Market Size by Country (2018-2023) & (US$ Million)
Table 34. North America Maritime Autonomous Surface Ships (MASS) Market Size by Country (2024-2033) & (US$ Million)
Table 35. Europe Maritime Autonomous Surface Ships (MASS) Market Size Growth Rate by Country (US$ Million): 2018 VS 2023 VS 2033
Table 36. Europe Maritime Autonomous Surface Ships (MASS) Market Size by Country (2018-2023) & (US$ Million)
Table 37. Europe Maritime Autonomous Surface Ships (MASS) Market Size by Country (2024-2033) & (US$ Million)
Table 38. Asia-Pacific Maritime Autonomous Surface Ships (MASS) Market Size Growth Rate by Region (US$ Million): 2018 VS 2023 VS 2033
Table 39. Asia-Pacific Maritime Autonomous Surface Ships (MASS) Market Size by Region (2018-2023) & (US$ Million)
Table 40. Asia-Pacific Maritime Autonomous Surface Ships (MASS) Market Size by Region (2024-2033) & (US$ Million)
Table 41. Latin America Maritime Autonomous Surface Ships (MASS) Market Size Growth Rate by Country (US$ Million): 2018 VS 2023 VS 2033
Table 42. Latin America Maritime Autonomous Surface Ships (MASS) Market Size by Country (2018-2023) & (US$ Million)
Table 43. Latin America Maritime Autonomous Surface Ships (MASS) Market Size by Country (2024-2033) & (US$ Million)
Table 44. Middle East & Africa Maritime Autonomous Surface Ships (MASS) Market Size Growth Rate by Country (US$ Million): 2018 VS 2023 VS 2033
Table 45. Middle East & Africa Maritime Autonomous Surface Ships (MASS) Market Size by Country (2018-2023) & (US$ Million)
Table 46. Middle East & Africa Maritime Autonomous Surface Ships (MASS) Market Size by Country (2024-2033) & (US$ Million)
Table 47. Al Seer Marine Company Detail
Table 48. Al Seer Marine Business Overview
Table 49. Al Seer Marine Maritime Autonomous Surface Ships (MASS) Product
Table 50. Al Seer Marine Revenue in Maritime Autonomous Surface Ships (MASS) Business (2018-2023) & (US$ Million)
Table 51. Al Seer Marine Recent Development
Table 52. Kongsberg Company Detail
Table 53. Kongsberg Business Overview
Table 54. Kongsberg Maritime Autonomous Surface Ships (MASS) Product
Table 55. Kongsberg Revenue in Maritime Autonomous Surface Ships (MASS) Business (2018-2023) & (US$ Million)
Table 56. Kongsberg Recent Development
Table 57. Rolls-Royce Company Detail
Table 58. Rolls-Royce Business Overview
Table 59. Rolls-Royce Maritime Autonomous Surface Ships (MASS) Product
Table 60. Rolls-Royce Revenue in Maritime Autonomous Surface Ships (MASS) Business (2018-2023) & (US$ Million)
Table 61. Rolls-Royce Recent Development
Table 62. ASV Company Detail
Table 63. ASV Business Overview
Table 64. ASV Maritime Autonomous Surface Ships (MASS) Product
Table 65. ASV Revenue in Maritime Autonomous Surface Ships (MASS) Business (2018-2023) & (US$ Million)
Table 66. ASV Recent Development
Table 67. DARPA Company Detail
Table 68. DARPA Business Overview
Table 69. DARPA Maritime Autonomous Surface Ships (MASS) Product
Table 70. DARPA Revenue in Maritime Autonomous Surface Ships (MASS) Business (2018-2023) & (US$ Million)
Table 71. DARPA Recent Development
Table 72. NYK Line Company Detail
Table 73. NYK Line Business Overview
Table 74. NYK Line Maritime Autonomous Surface Ships (MASS) Product
Table 75. NYK Line Revenue in Maritime Autonomous Surface Ships (MASS) Business (2018-2023) & (US$ Million)
Table 76. NYK Line Recent Development
Table 77. Research Programs/Design for This Report
Table 78. Key Data Information from Secondary Sources
Table 79. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Maritime Autonomous Surface Ships (MASS) Market Size Comparison by Type (2023-2033) & (US$ Million)
Figure 2. Global Maritime Autonomous Surface Ships (MASS) Market Share by Type: 2023 VS 2033
Figure 3. Remote Control Ships Features
Figure 4. Fully Autonomous Ships Features
Figure 5. Others Features
Figure 6. Global Maritime Autonomous Surface Ships (MASS) Market Size Comparison by Application (2023-2033) & (US$ Million)
Figure 7. Global Maritime Autonomous Surface Ships (MASS) Market Share by Application: 2023 VS 2033
Figure 8. Commercial Case Studies
Figure 9. Military & Security Case Studies
Figure 10. Maritime Autonomous Surface Ships (MASS) Report Years Considered
Figure 11. Global Maritime Autonomous Surface Ships (MASS) Market Size (US$ Million), Year-over-Year: 2018-2033
Figure 12. Global Maritime Autonomous Surface Ships (MASS) Market Size, (US$ Million), 2018 VS 2023 VS 2033
Figure 13. Global Maritime Autonomous Surface Ships (MASS) Market Share by Region: 2023 VS 2033
Figure 14. Global Maritime Autonomous Surface Ships (MASS) Market Share by Players in 2023
Figure 15. Global Top Maritime Autonomous Surface Ships (MASS) Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Maritime Autonomous Surface Ships (MASS) as of 2023)
Figure 16. The Top 10 and 5 Players Market Share by Maritime Autonomous Surface Ships (MASS) Revenue in 2023
Figure 17. North America Maritime Autonomous Surface Ships (MASS) Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 18. North America Maritime Autonomous Surface Ships (MASS) Market Share by Country (2018-2033)
Figure 19. United States Maritime Autonomous Surface Ships (MASS) Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 20. Canada Maritime Autonomous Surface Ships (MASS) Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 21. Europe Maritime Autonomous Surface Ships (MASS) Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 22. Europe Maritime Autonomous Surface Ships (MASS) Market Share by Country (2018-2033)
Figure 23. Germany Maritime Autonomous Surface Ships (MASS) Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 24. France Maritime Autonomous Surface Ships (MASS) Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 25. U.K. Maritime Autonomous Surface Ships (MASS) Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 26. Italy Maritime Autonomous Surface Ships (MASS) Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 27. Russia Maritime Autonomous Surface Ships (MASS) Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 28. Nordic Countries Maritime Autonomous Surface Ships (MASS) Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 29. Asia-Pacific Maritime Autonomous Surface Ships (MASS) Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 30. Asia-Pacific Maritime Autonomous Surface Ships (MASS) Market Share by Region (2018-2033)
Figure 31. China Maritime Autonomous Surface Ships (MASS) Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 32. Japan Maritime Autonomous Surface Ships (MASS) Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 33. South Korea Maritime Autonomous Surface Ships (MASS) Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 34. Southeast Asia Maritime Autonomous Surface Ships (MASS) Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 35. India Maritime Autonomous Surface Ships (MASS) Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 36. Australia Maritime Autonomous Surface Ships (MASS) Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 37. Latin America Maritime Autonomous Surface Ships (MASS) Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 38. Latin America Maritime Autonomous Surface Ships (MASS) Market Share by Country (2018-2033)
Figure 39. Mexico Maritime Autonomous Surface Ships (MASS) Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 40. Brazil Maritime Autonomous Surface Ships (MASS) Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 41. Middle East & Africa Maritime Autonomous Surface Ships (MASS) Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 42. Middle East & Africa Maritime Autonomous Surface Ships (MASS) Market Share by Country (2018-2033)
Figure 43. Turkey Maritime Autonomous Surface Ships (MASS) Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 44. Saudi Arabia Maritime Autonomous Surface Ships (MASS) Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 45. Al Seer Marine Revenue Growth Rate in Maritime Autonomous Surface Ships (MASS) Business (2018-2023)
Figure 46. Kongsberg Revenue Growth Rate in Maritime Autonomous Surface Ships (MASS) Business (2018-2023)
Figure 47. Rolls-Royce Revenue Growth Rate in Maritime Autonomous Surface Ships (MASS) Business (2018-2023)
Figure 48. ASV Revenue Growth Rate in Maritime Autonomous Surface Ships (MASS) Business (2018-2023)
Figure 49. DARPA Revenue Growth Rate in Maritime Autonomous Surface Ships (MASS) Business (2018-2023)
Figure 50. NYK Line Revenue Growth Rate in Maritime Autonomous Surface Ships (MASS) Business (2018-2023)
Figure 51. Bottom-up and Top-down Approaches for This Report
Figure 52. Data Triangulation
Figure 53. Key Executives Interviewed