Table of Content


1 Introduction 11
1.1 Industry Definition and Research Scope 11
1.1.1 Industry Definition 11
1.1.2 Research Scope 12
1.2 Research Methodology 15
1.2.1 Overview of Market Research Methodology 15
1.2.2 Market Assumption 16
1.2.3 Secondary Data 16
1.2.4 Primary Data 16
1.2.5 Data Filtration and Model Design 17
1.2.6 Market Size/Share Estimation 18
1.2.7 Research Limitations 19
1.3 Executive Summary 20

2 Market Overview and Dynamics 23
2.1 Market Size and Forecast 23
2.1.1 Impact of COVID-19 on World Economy 24
2.1.2 Impact of COVID-19 on the Market 28
2.1.3 Impact of Russia-Ukraine Conflict 30
2.1.4 Impact of Israel-Palestine War 32
2.2 Major Growth Drivers 33
2.3 Market Restraints and Challenges 40
2.4 Emerging Opportunities and Market Trends 43
2.5 Porter’s Fiver Forces Analysis 46

3 Segmentation of Global Market by Vehicle Type 50
3.1 Market Overview by Vehicle Type 50
3.2 ROVs 53
3.3 AUVs 55

4 Segmentation of Global Market by System 57
4.1 Market Overview by System 57
4.2 Chassis 60
4.3 Sensors and Automation 61
4.4 Payloads 62
4.5 Navigation 63
4.6 Energy and Propulsion 64
4.7 Communication 65
4.8 Other Systems 66

5 Segmentation of Global Market by Propulsion 67
5.1 Market Overview by Propulsion 67
5.2 Diesel/Gasoline Systems 70
5.3 Hybrid Systems 71
5.4 Electric Systems 72
5.5 Other Propulsion Systems 73

6 Segmentation of Global Market by Depth 74
6.1 Market Overview by Depth 74
6.2 Less Than 5,000 Feet 77
6.3 5,000-10,000 Feet 78
6.4 Above 10,000 Feet 79

7 Segmentation of Global Market by Vehicle Class 80
7.1 Market Overview by Vehicle Class 80
7.2 Work-class Vehicle 83
7.3 Observatory-class Vehicles 84

8 Segmentation of Global Market by Application 85
8.1 Market Overview by Application 85
8.2 Drilling and Development 88
8.3 Construction Support 89
8.4 Inspection, Repair, and Maintenance 90
8.5 Decommissioning 91
8.6 Subsea Engineering Services 92
8.7 Other Applications 93

9 Segmentation of Global Market by End Use 94
9.1 Market Overview by End Use 94
9.2 Oil and Gas 97
9.3 Defense 98
9.4 Research 99
9.5 Other End Uses 100

10 Segmentation of Global Market by Region 101
10.1 Geographic Market Overview 2023-2033 101
10.2 North America Market 2023-2033 by Country 106
10.2.1 Overview of North America Market 106
10.2.2 U.S. 110
10.2.3 Canada 113
10.2.4 Mexico 115
10.3 European Market 2023-2033 by Country 117
10.3.1 Overview of European Market 117
10.3.2 Germany 121
10.3.3 U.K. 123
10.3.4 France 125
10.3.5 Spain 127
10.3.6 Norway 129
10.3.7 Russia 131
10.3.8 Rest of European Market 133
10.4 Asia-Pacific Market 2023-2033 by Country 135
10.4.1 Overview of Asia-Pacific Market 135
10.4.2 Japan 139
10.4.3 China 142
10.4.4 Australia 144
10.4.5 India 146
10.4.6 South Korea 148
10.4.7 Rest of APAC Region 150
10.5 South America Market 2023-2033 by Country 152
10.5.1 Argentina 156
10.5.2 Brazil 158
10.5.3 Chile 160
10.5.4 Rest of South America Market 162
10.6 MEA Market 2023-2033 by Country 163
10.6.1 UAE 167
10.6.2 Saudi Arabia 169
10.6.3 South Africa 171
10.6.4 Other National Markets 173

11 Competitive Landscape 174
11.1 Overview of Key Vendors 174
11.2 New Product Launch, Partnership, Investment, and M&A 177
11.3 Company Profiles 178
Atlas Elektronik GmbH 178
Bluefin Robotics Corporation (General Dynamics Corporation) 180
Boston Engineering Corporation 181
Bourbon 182
DeepOcean AS 183
DOF Subsea AS 184
Fugro NV 185
Helix Energy Solutions Group Inc. 186
International Submarine Engineering (ISE) Ltd. 187
i-Tech (Subsea 7) 188
Kongsberg Groups 189
Oceaneering International Inc. 190
SAAB AB 191
Saipem SpA 192
TechnipFMC PLC 193
Teledyne Technologies Incorporated 194

12 Investing in Offshore AUV and ROV Industry: Risk Assessment and Management 195
12.1 Risk Evaluation of Global Market 195
12.2 Critical Success Factors (CSFs) 202
RELATED REPORTS 205



List of Figures


List of Figures:

Figure 1. Research Method Flow Chart 15
Figure 2. Bottom-up Approach and Top-down Approach for Market Estimation 18
Figure 3. Global Market Forecast in Optimistic, Conservative and Balanced Perspectives, 2023-2033 20
Figure 4. Global Offshore AUV and ROV Market, 2023-2033, $ mn 23
Figure 5. Impact of COVID-19 on Business 28
Figure 6. Primary Drivers and Impact Factors of Global Offshore AUV and ROV Market 33
Figure 7. World Military Expenditure by Region, 1988–2022, $ billion 37
Figure 8. World Crude Oil Production, 2000-2021, million tons 38
Figure 9. World Gas Production, 1990-2021, bcm 39
Figure 10. Primary Restraints and Impact Factors of Global Offshore AUV and ROV Market 40
Figure 11. Porter’s Fiver Forces Analysis of Global Offshore AUV and ROV Market 46
Figure 12. Growth Opportunity Analysis by Vehicle Type 50
Figure 13. Breakdown of Global Offshore AUV and ROV Market by Vehicle Type, 2023-2033, % of Revenue 51
Figure 14. Global Addressable Market Cap in 2024-2033 by Vehicle Type, Value ($ mn) and Share (%) 52
Figure 15. Global Offshore AUV and ROV Market by Vehicle Type: ROVs, 2023-2033, $ mn 53
Figure 16. Global Offshore AUV and ROV Market by Vehicle Type: AUVs, 2023-2033, $ mn 55
Figure 17. Growth Opportunity Analysis by System 57
Figure 18. Breakdown of Global Offshore AUV and ROV Market by System, 2023-2033, % of Sales Revenue 58
Figure 19. Global Addressable Market Cap in 2024-2033 by System, Value ($ mn) and Share (%) 59
Figure 20. Global Offshore AUV and ROV Market by System: Chassis, 2023-2033, $ mn 60
Figure 21. Global Offshore AUV and ROV Market by System: Sensors and Automation, 2023-2033, $ mn 61
Figure 22. Global Offshore AUV and ROV Market by System: Payloads, 2023-2033, $ mn 62
Figure 23. Global Offshore AUV and ROV Market by System: Navigation, 2023-2033, $ mn 63
Figure 24. Global Offshore AUV and ROV Market by System: Energy and Propulsion, 2023-2033, $ mn 64
Figure 25. Global Offshore AUV and ROV Market by System: Communication, 2023-2033, $ mn 65
Figure 26. Global Offshore AUV and ROV Market by System: Other Systems, 2023-2033, $ mn 66
Figure 27. Growth Opportunity Analysis by Propulsion 67
Figure 28. Breakdown of Global Offshore AUV and ROV Market by Propulsion, 2023-2033, % of Sales Revenue 68
Figure 29. Global Addressable Market Cap in 2024-2033 by Propulsion, Value ($ mn) and Share (%) 69
Figure 30. Global Offshore AUV and ROV Market by Propulsion: Diesel/Gasoline Systems, 2023-2033, $ mn 70
Figure 31. Global Offshore AUV and ROV Market by Propulsion: Hybrid Systems, 2023-2033, $ mn 71
Figure 32. Global Offshore AUV and ROV Market by Propulsion: Electric Systems, 2023-2033, $ mn 72
Figure 33. Global Offshore AUV and ROV Market by Propulsion: Other Propulsion Systems, 2023-2033, $ mn 73
Figure 34. Growth Opportunity Analysis by Depth 74
Figure 35. Breakdown of Global Offshore AUV and ROV Market by Depth, 2023-2033, % of Revenue 75
Figure 36. Global Addressable Market Cap in 2024-2033 by Depth, Value ($ mn) and Share (%) 76
Figure 37. Global Offshore AUV and ROV Market by Depth: Less Than 5,000 Feet, 2023-2033, $ mn 77
Figure 38. Global Offshore AUV and ROV Market by Depth: 5,000-10,000 Feet, 2023-2033, $ mn 78
Figure 39. Global Offshore AUV and ROV Market by Depth: Above 10,000 Feet, 2023-2033, $ mn 79
Figure 40. Growth Opportunity Analysis by Vehicle Class 80
Figure 41. Breakdown of Global Offshore AUV and ROV Market by Vehicle Class, 2023-2033, % of Revenue 81
Figure 42. Global Addressable Market Cap in 2024-2033 by Vehicle Class, Value ($ mn) and Share (%) 82
Figure 43. Global Offshore AUV and ROV Market by Vehicle Class: Work-class Vehicle, 2023-2033, $ mn 83
Figure 44. Global Offshore AUV and ROV Market by Vehicle Class: Observatory-class Vehicles, 2023-2033, $ mn 84
Figure 45. Growth Opportunity Analysis by Application 85
Figure 46. Breakdown of Global Offshore AUV and ROV Market by Application, 2023-2033, % of Revenue 86
Figure 47. Global Addressable Market Cap in 2024-2033 by Application, Value ($ mn) and Share (%) 87
Figure 48. Global Offshore AUV and ROV Market by Application: Drilling and Development, 2023-2033, $ mn 88
Figure 49. Global Offshore AUV and ROV Market by Application: Construction Support, 2023-2033, $ mn 89
Figure 50. Global Offshore AUV and ROV Market by Application: Inspection, Repair, and Maintenance, 2023-2033, $ mn 90
Figure 51. Global Offshore AUV and ROV Market by Application: Decommissioning, 2023-2033, $ mn 91
Figure 52. Global Offshore AUV and ROV Market by Application: Subsea Engineering Services, 2023-2033, $ mn 92
Figure 53. Global Offshore AUV and ROV Market by Application: Other Applications, 2023-2033, $ mn 93
Figure 54. Growth Opportunity Analysis by End Use 94
Figure 55. Breakdown of Global Offshore AUV and ROV Market by End Use, 2023-2033, % of Revenue 95
Figure 56. Global Addressable Market Cap in 2024-2033 by End Use, Value ($ mn) and Share (%) 96
Figure 57. Global Offshore AUV and ROV Market by End Use: Oil and Gas, 2023-2033, $ mn 97
Figure 58. Global Offshore AUV and ROV Market by End Use: Defense, 2023-2033, $ mn 98
Figure 59. Global Offshore AUV and ROV Market by End Use: Research, 2023-2033, $ mn 99
Figure 60. Global Offshore AUV and ROV Market by End Use: Other End Uses, 2023-2033, $ mn 100
Figure 61. Global Market Snapshot by Region 101
Figure 62. Growth Opportunity Analysis of Global Market by Region 102
Figure 63. Geographic Spread of Worldwide Offshore AUV and ROV Market, 2023-2033, % of Sales Revenue 103
Figure 64. Global Addressable Market Cap in 2024-2033 by Region, Value ($ mn) and Share (%) 104
Figure 65. North American Offshore AUV and ROV Market, 2023-2033, $ mn 107
Figure 66. Growth Opportunity Analysis of North America Market by Country 107
Figure 67. Breakdown of North America Offshore AUV and ROV Market by Country, 2023 and 2033, % of Revenue 108
Figure 68. Contribution to North America 2024-2033 Cumulative Market by Country, Value ($ mn) and Share (%) 109
Figure 69. U.S. Offshore AUV and ROV Market, 2023-2033, $ mn 111
Figure 70. Canada Offshore AUV and ROV Market, 2023-2033, $ mn 113
Figure 71. Offshore AUV and ROV Market in Mexico, 2023-2033, $ mn 115
Figure 72. European Offshore AUV and ROV Market, 2023-2033, $ mn 118
Figure 73. Growth Opportunity Analysis of Europe Market by Country 118
Figure 74. Breakdown of European Offshore AUV and ROV Market by Country, 2023 and 2033, % of Revenue 119
Figure 75. Contribution to Europe 2024-2033 Cumulative Market by Country, Value ($ mn) and Share (%) 120
Figure 76. Offshore AUV and ROV Market in Germany, 2023-2033, $ mn 121
Figure 77. Offshore AUV and ROV Market in U.K., 2023-2033, $ mn 123
Figure 78. Offshore AUV and ROV Market in France, 2023-2033, $ mn 125
Figure 79. Offshore AUV and ROV Market in Spain, 2023-2033, $ mn 127
Figure 80. Offshore AUV and ROV Market in Norway, 2023-2033, $ mn 129
Figure 81. Offshore AUV and ROV Market in Russia, 2023-2033, $ mn 131
Figure 82. Offshore AUV and ROV Market in Rest of Europe, 2023-2033, $ mn 133
Figure 83. Asia-Pacific Offshore AUV and ROV Market, 2023-2033, $ mn 136
Figure 84. Growth Opportunity Analysis of Asia-Pacific Market by Country 136
Figure 85. Breakdown of APAC Offshore AUV and ROV Market by Country, 2023 and 2033, % of Revenue 137
Figure 86. Contribution to APAC 2024-2033 Cumulative Market by Country, Value ($ mn) and Share (%) 138
Figure 87. Offshore AUV and ROV Market in Japan, 2023-2033, $ mn 140
Figure 88. Offshore AUV and ROV Market in China, 2023-2033, $ mn 142
Figure 89. Offshore AUV and ROV Market in Australia, 2023-2033, $ mn 144
Figure 90. Offshore AUV and ROV Market in India, 2023-2033, $ mn 146
Figure 91. Offshore AUV and ROV Market in South Korea, 2023-2033, $ mn 148
Figure 92. Offshore AUV and ROV Market in Rest of APAC, 2023-2033, $ mn 150
Figure 93. South America Offshore AUV and ROV Market, 2023-2033, $ mn 153
Figure 94. Growth Opportunity Analysis of South America Market by Country 153
Figure 95. Breakdown of South America Offshore AUV and ROV Market by Country, 2023 and 2033, % of Revenue 154
Figure 96. Contribution to South America 2024-2033 Cumulative Market by Country, Value ($ mn) and Share (%) 155
Figure 97. Offshore AUV and ROV Market in Argentina, 2023-2033, $ mn 156
Figure 98. Offshore AUV and ROV Market in Brazil, 2023-2033, $ mn 158
Figure 99. Offshore AUV and ROV Market in Chile, 2023-2033, $ mn 160
Figure 100. Offshore AUV and ROV Market in Rest of South America, 2023-2033, $ mn 162
Figure 101. Offshore AUV and ROV Market in Middle East and Africa (MEA), 2023-2033, $ mn 164
Figure 102. Growth Opportunity Analysis of MEA Market by Country 164
Figure 103. Breakdown of MEA Offshore AUV and ROV Market by Country, 2023 and 2033, % of Revenue 165
Figure 104. Contribution to MEA 2024-2033 Cumulative Market by Country, Value ($ mn) and Share (%) 166
Figure 105. Offshore AUV and ROV Market in UAE, 2023-2033, $ mn 167
Figure 106. Offshore AUV and ROV Market in Saudi Arabia, 2023-2033, $ mn 169
Figure 107. Offshore AUV and ROV Market in South Africa, 2023-2033, $ mn 171
Figure 108. Offshore AUV and ROV Market in the Rest of MEA, 2023-2033, $ mn 173
Figure 109. Growth Stage of Global Offshore AUV and ROV Industry over the Forecast Period 174
Figure 110. Comparison of Risk Factors by GMD RIN in 2023 199
Figure 111. GMD Relative RIN of Internal Risk Factors in 2023 on Radar Chart 200
Figure 112. GMD Relative RIN of External Risk Factors in 2023 on Radar Chart 200

List of Tables


List of Tables:

Table 1. Snapshot of Global Offshore AUV and ROV Market in Balanced Perspective, 2023-2033 21
Table 2. World Economic Outlook, 2024-2036 25
Table 3. World Economic Outlook, 2022-2024 27
Table 4. Scenarios for Economic Impact of Ukraine Crisis 31
Table 5. Scenarios for Economic Impact of Israel-Palestine War 32
Table 6. Main Product Trends and Market Opportunities in Global Offshore AUV and ROV Market 43
Table 7. Global Offshore AUV and ROV Market by Vehicle Type, 2023-2033, $ mn 51
Table 8. Global Offshore AUV and ROV Market: ROVs by Type, 2023-2033, $ mn 54
Table 9. Global Offshore AUV and ROV Market: AUVs by Type, 2023-2033, $ mn 56
Table 10. Global Offshore AUV and ROV Market by System, 2023-2033, $ mn 58
Table 11. Global Offshore AUV and ROV Market by Propulsion, 2023-2033, $ mn 68
Table 12. Global Offshore AUV and ROV Market by Depth, 2023-2033, $ mn 75
Table 13. Global Offshore AUV and ROV Market by Vehicle Class, 2023-2033, $ mn 81
Table 14. Global Offshore AUV and ROV Market by Application, 2023-2033, $ mn 86
Table 15. Global Offshore AUV and ROV Market by End Use, 2023-2033, $ mn 95
Table 16. Global Offshore AUV and ROV Market by Region, 2023-2033, $ mn 103
Table 17. Leading National Offshore AUV and ROV Market, 2023 and 2033, $ mn 105
Table 18. North America Offshore AUV and ROV Market by Country, 2023-2033, $ mn 108
Table 19. U.S. Offshore AUV and ROV Market by Vehicle Type, 2023-2033, $ mn 112
Table 20. U.S. Offshore AUV and ROV Market by Application, 2023-2033, $ mn 112
Table 21. U.S. Offshore AUV and ROV Market by End Use, 2023-2033, $ mn 112
Table 22. Canada Offshore AUV and ROV Market by Vehicle Type, 2023-2033, $ mn 114
Table 23. Canada Offshore AUV and ROV Market by Application, 2023-2033, $ mn 114
Table 24. Canada Offshore AUV and ROV Market by End Use, 2023-2033, $ mn 114
Table 25. Mexico Offshore AUV and ROV Market by Vehicle Type, 2023-2033, $ mn 116
Table 26. Mexico Offshore AUV and ROV Market by Application, 2023-2033, $ mn 116
Table 27. Mexico Offshore AUV and ROV Market by End Use, 2023-2033, $ mn 116
Table 28. Europe Offshore AUV and ROV Market by Country, 2023-2033, $ mn 119
Table 29. Germany Offshore AUV and ROV Market by Vehicle Type, 2023-2033, $ mn 122
Table 30. Germany Offshore AUV and ROV Market by Application, 2023-2033, $ mn 122
Table 31. Germany Offshore AUV and ROV Market by End Use, 2023-2033, $ mn 122
Table 32. U.K. Offshore AUV and ROV Market by Vehicle Type, 2023-2033, $ mn 124
Table 33. U.K. Offshore AUV and ROV Market by Application, 2023-2033, $ mn 124
Table 34. U.K. Offshore AUV and ROV Market by End Use, 2023-2033, $ mn 124
Table 35. France Offshore AUV and ROV Market by Vehicle Type, 2023-2033, $ mn 126
Table 36. France Offshore AUV and ROV Market by Application, 2023-2033, $ mn 126
Table 37. France Offshore AUV and ROV Market by End Use, 2023-2033, $ mn 126
Table 38. Spain Offshore AUV and ROV Market by Vehicle Type, 2023-2033, $ mn 128
Table 39. Spain Offshore AUV and ROV Market by Application, 2023-2033, $ mn 128
Table 40. Spain Offshore AUV and ROV Market by End Use, 2023-2033, $ mn 128
Table 41. Norway Offshore AUV and ROV Market by Vehicle Type, 2023-2033, $ mn 130
Table 42. Norway Offshore AUV and ROV Market by Application, 2023-2033, $ mn 130
Table 43. Norway Offshore AUV and ROV Market by End Use, 2023-2033, $ mn 130
Table 44. Russia Offshore AUV and ROV Market by Vehicle Type, 2023-2033, $ mn 132
Table 45. Russia Offshore AUV and ROV Market by Application, 2023-2033, $ mn 132
Table 46. Russia Offshore AUV and ROV Market by End Use, 2023-2033, $ mn 132
Table 47. Offshore AUV and ROV Market in Rest of Europe by Country, 2023-2033, $ mn 134
Table 48. APAC Offshore AUV and ROV Market by Country, 2023-2033, $ mn 137
Table 49. Japan Offshore AUV and ROV Market by Vehicle Type, 2023-2033, $ mn 141
Table 50. Japan Offshore AUV and ROV Market by Application, 2023-2033, $ mn 141
Table 51. Japan Offshore AUV and ROV Market by End Use, 2023-2033, $ mn 141
Table 52. China Offshore AUV and ROV Market by Vehicle Type, 2023-2033, $ mn 143
Table 53. China Offshore AUV and ROV Market by Application, 2023-2033, $ mn 143
Table 54. China Offshore AUV and ROV Market by End Use, 2023-2033, $ mn 143
Table 55. Australia Offshore AUV and ROV Market by Vehicle Type, 2023-2033, $ mn 145
Table 56. Australia Offshore AUV and ROV Market by Application, 2023-2033, $ mn 145
Table 57. Australia Offshore AUV and ROV Market by End Use, 2023-2033, $ mn 145
Table 58. India Offshore AUV and ROV Market by Vehicle Type, 2023-2033, $ mn 147
Table 59. India Offshore AUV and ROV Market by Application, 2023-2033, $ mn 147
Table 60. India Offshore AUV and ROV Market by End Use, 2023-2033, $ mn 147
Table 61. South Korea Offshore AUV and ROV Market by Vehicle Type, 2023-2033, $ mn 149
Table 62. South Korea Offshore AUV and ROV Market by Application, 2023-2033, $ mn 149
Table 63. South Korea Offshore AUV and ROV Market by End Use, 2023-2033, $ mn 149
Table 64. Offshore AUV and ROV Market in Rest of APAC by Country/Region, 2023-2033, $ mn 151
Table 65. South America Offshore AUV and ROV Market by Country, 2023-2033, $ mn 154
Table 66. Argentina Offshore AUV and ROV Market by Vehicle Type, 2023-2033, $ mn 157
Table 67. Argentina Offshore AUV and ROV Market by Application, 2023-2033, $ mn 157
Table 68. Argentina Offshore AUV and ROV Market by End Use, 2023-2033, $ mn 157
Table 69. Brazil Offshore AUV and ROV Market by Vehicle Type, 2023-2033, $ mn 159
Table 70. Brazil Offshore AUV and ROV Market by Application, 2023-2033, $ mn 159
Table 71. Brazil Offshore AUV and ROV Market by End Use, 2023-2033, $ mn 159
Table 72. Chile Offshore AUV and ROV Market by Vehicle Type, 2023-2033, $ mn 161
Table 73. Chile Offshore AUV and ROV Market by Application, 2023-2033, $ mn 161
Table 74. Chile Offshore AUV and ROV Market by End Use, 2023-2033, $ mn 161
Table 75. MEA Offshore AUV and ROV Market by Country, 2023-2033, $ mn 165
Table 76. UAE Offshore AUV and ROV Market by Vehicle Type, 2023-2033, $ mn 168
Table 77. UAE Offshore AUV and ROV Market by Application, 2023-2033, $ mn 168
Table 78. UAE Offshore AUV and ROV Market by End Use, 2023-2033, $ mn 168
Table 79. Saudi Arabia Offshore AUV and ROV Market by Vehicle Type, 2023-2033, $ mn 170
Table 80. Saudi Arabia Offshore AUV and ROV Market by Application, 2023-2033, $ mn 170
Table 81. Saudi Arabia Offshore AUV and ROV Market by End Use, 2023-2033, $ mn 170
Table 82. South Africa Offshore AUV and ROV Market by Vehicle Type, 2023-2033, $ mn 172
Table 83. South Africa Offshore AUV and ROV Market by Application, 2023-2033, $ mn 172
Table 84. South Africa Offshore AUV and ROV Market by End Use, 2023-2033, $ mn 172
Table 85. Atlas Elektronik GmbH: Company Snapshot 178
Table 86. Atlas Elektronik GmbH: Business Segmentation 179
Table 87. Atlas Elektronik GmbH: Product Portfolio 179
Table 88. List of Risk Factors and Weight Percentages/Theoretical Maximum 196
Table 89. Definition of GMD Relative Risk Index Number (Relative RIN) and GMD Risk Intensity Level (RIL) 198
Table 90. Risk Evaluation for Investing in Global Market, 2023-2033 199
Table 91. Critical Success Factors and Key Takeaways 203