Key Insights
The North American remotely operated vehicle (ROV) market is experiencing robust growth, driven by increasing offshore oil and gas exploration and production activities, coupled with rising demand for subsea infrastructure inspection and maintenance. The market's expansion is further fueled by advancements in ROV technology, including improved maneuverability, enhanced sensor capabilities, and increased operational depth ratings, leading to wider adoption across diverse sectors like defense and scientific research. While the precise market size for North America in 2025 is not explicitly stated, considering a global CAGR exceeding 6% and the significant offshore activity in the region, a reasonable estimate places the North American ROV market value at approximately $1.5 billion in 2025. This figure accounts for the substantial investments in oil and gas infrastructure, the ongoing efforts to maintain and upgrade existing systems, and the growing interest in utilizing ROVs for underwater defense and research applications. The market segmentation highlights the dominance of the work-class ROV type and the significant contribution from oil and gas applications, though the "other applications" segment is poised for considerable growth due to increasing demand from sectors such as renewable energy and oceanographic research.
The forecast period (2025-2033) projects sustained growth, largely attributed to the anticipated increase in offshore renewable energy projects and the need for robust subsea infrastructure monitoring. However, market growth may be slightly tempered by factors such as fluctuating oil prices and potential regulatory hurdles related to subsea operations. Despite these potential constraints, the long-term outlook remains positive, given the crucial role ROVs play in ensuring the safety and efficiency of subsea operations across various sectors. Major players such as DOF Subsea AS, Oceaneering International Inc., and Fugro NV are well-positioned to capitalize on these market trends through technological advancements, strategic partnerships, and expansion into new applications. This continued technological evolution, coupled with the increasing demand for efficient and cost-effective subsea solutions, will be key drivers for sustained growth within the North American ROV market throughout the forecast period.
This comprehensive report offers an in-depth analysis of the North America Remotely Operated Vehicle (ROV) market, encompassing historical data (2019-2024), current estimations (2025), and future projections (2025-2033). It provides critical insights for industry professionals, investors, and strategic decision-makers seeking to understand this dynamic market. The report covers key segments including Work Class ROVs and Observatory Class ROVs, across diverse applications like Oil and Gas, Defense, and other sectors.

North America ROV Market Dynamics & Structure
The North American ROV market is characterized by a moderately concentrated landscape, with several major players holding significant market share. The market structure is influenced by technological innovation, stringent regulatory frameworks, the presence of competitive product substitutes, and fluctuating end-user demographics. Mergers and acquisitions (M&A) activity has played a significant role in shaping the competitive dynamics. The market's size in 2025 is estimated at $XX million.
- Market Concentration: The top five players account for approximately xx% of the total market share in 2025.
- Technological Innovation: Advancements in sensor technology, AI-powered autonomy, and improved underwater communication systems are driving market growth. However, high R&D costs and integration complexities present significant innovation barriers.
- Regulatory Framework: Stringent safety regulations and environmental compliance requirements influence market dynamics.
- Competitive Substitutes: Alternative technologies, such as Autonomous Underwater Vehicles (AUVs), pose a level of competitive pressure but do not yet offer a complete replacement for the versatility of ROVs.
- End-User Demographics: The oil and gas sector remains a dominant end-user, but growing interest in defense and other applications (e.g., scientific research, aquaculture) is broadening the market base.
- M&A Activity: The number of M&A deals in the period 2019-2024 totaled approximately xx, consolidating market power and accelerating innovation.
North America ROV Market Growth Trends & Insights
The North America ROV market is projected to experience significant growth over the forecast period (2025-2033), with a Compound Annual Growth Rate (CAGR) of xx%. This growth is fueled by several factors: increasing demand from the offshore oil and gas industry, rising investments in underwater infrastructure inspection and maintenance, and the adoption of advanced ROV technology in various sectors. Market penetration in the defense sector is expected to significantly increase in the next decade, driving demand. Technological disruptions, such as the development of hybrid ROV/AUV systems, are also stimulating market expansion. Consumer behavior is shifting towards ROVs with enhanced capabilities, like improved sensor integration, autonomous navigation, and advanced manipulator arms. The market size is expected to reach $XX million by 2033.

Dominant Regions, Countries, or Segments in North America ROV Market
The Gulf of Mexico region in the United States currently dominates the North American ROV market, driven by extensive offshore oil and gas activities. Canada also holds significant market share, particularly in the offshore energy sector.
Dominant Segments:
- Type: Work Class ROVs hold a larger market share than Observatory Class ROVs due to their greater versatility and capacity for complex underwater tasks.
- Application: The oil and gas sector remains the leading application, accounting for xx% of the market. However, defense and other applications (e.g., scientific research, subsea cable inspection) are experiencing rapid growth.
- Activity: Survey, Inspection, Repair, and Maintenance (SIRM) account for the largest share of ROV activities, followed by burial and trenching operations.
Key Drivers:
- Government Initiatives: Investments in infrastructure development and research programs supporting subsea technologies are driving market expansion.
- Economic Growth: The growth of the energy sector and associated infrastructure projects are key factors.
- Technological Advancements: The adoption of advanced technologies is improving the efficiency, capabilities, and safety of ROV operations.
North America ROV Market Product Landscape
The North American ROV market showcases a diverse range of products, featuring advancements in miniaturization, enhanced dexterity, improved sensors, and greater autonomy. Work-class ROVs are equipped for demanding tasks in deepwater environments, while observatory-class ROVs provide high-resolution imaging and data acquisition capabilities. Key selling points include maneuverability, durability, and advanced functionalities like real-time data streaming and AI-powered decision-making.
Key Drivers, Barriers & Challenges in North America ROV Market
Key Drivers:
- Increased demand for subsea infrastructure inspection and maintenance.
- Growing adoption in defense and other industries.
- Technological advancements leading to improved efficiency and capabilities.
Key Challenges:
- High initial investment costs can be a barrier to entry for smaller companies.
- Stringent safety and environmental regulations increase operational complexity.
- Intense competition from established players and new entrants. The competitive landscape is expected to remain intense with a projected xx% market concentration in 2033.
Emerging Opportunities in North America ROV Market
- Expansion into new applications, such as aquaculture and environmental monitoring.
- Development of autonomous and AI-powered ROVs.
- Growing demand for ROV services in offshore wind energy projects.
Growth Accelerators in the North America ROV Market Industry
Technological breakthroughs in areas such as sensor technology, AI-powered autonomy, and hybrid ROV/AUV systems are driving market growth. Strategic partnerships between ROV manufacturers and service providers are also accelerating market expansion, enhancing service delivery. Market expansion into new applications like renewable energy infrastructure inspection presents significant growth opportunities.
Key Players Shaping the North America ROV Market Market
- DOF Subsea AS
- Helix Energy Solutions Group Inc
- Fugro NV
- Saab Seaeye Limited
- Oceaneering International Inc
- Delta SubSea LLC
- Saipem SpA
- DeepOcean AS
- Forum Energy Technologies Inc
- ROVOP
- TechnipFMC PLC
- Bourbon Corporation SA
Notable Milestones in North America ROV Market Sector
- August 2022: VideoRay, LLC, receives a large order from the US Navy for its Defender ROVs.
- October 2021: ECA Group launches the R7 observation-class ROV.
- March 2021: Oceaneering International secures a contract for ROV services in the Gulf of Mexico.
In-Depth North America ROV Market Market Outlook
The North American ROV market is poised for sustained growth, driven by technological innovation, increased demand across various sectors, and strategic investments in subsea infrastructure. The market's future potential is significant, with opportunities in emerging applications and regions. Strategic partnerships, technological advancements, and targeted market expansion strategies will play a vital role in shaping the market's trajectory in the coming years. The continued development of more autonomous and AI-powered systems will be a key factor contributing to the growth and evolution of the ROV market in North America.
North America ROV Market Segmentation
-
1. Type
- 1.1. Work Class ROV
- 1.2. Observatory Class ROV
-
2. Application
- 2.1. Oil and Gas
- 2.2. Defense
- 2.3. Other Applications
-
3. Activity
- 3.1. Survey
- 3.2. Inspection, Repair, and Maintenance
- 3.3. Burial and Trenching
- 3.4. Other Activities
-
4. Geography
- 4.1. United States
- 4.2. Canada
- 4.3. Rest of North America
North America ROV Market Segmentation By Geography
- 1. United States
- 2. Canada
- 3. Rest of North America

North America ROV Market REPORT HIGHLIGHTS
Aspects | Details |
---|---|
Study Period | 2019-2033 |
Base Year | 2024 |
Estimated Year | 2025 |
Forecast Period | 2025-2033 |
Historical Period | 2019-2024 |
Growth Rate | CAGR of > 6.00% from 2019-2033 |
Segmentation |
|
Table of Contents
- 1. Introduction
- 1.1. Research Scope
- 1.2. Market Segmentation
- 1.3. Research Methodology
- 1.4. Definitions and Assumptions
- 2. Executive Summary
- 2.1. Introduction
- 3. Market Dynamics
- 3.1. Introduction
- 3.2. Market Drivers
- 3.2.1 4.; Increasing Offshore Oil and Gas Exploration Activities in the American
- 3.2.2 Asia-Pacific
- 3.2.3 and Middle-East and African Regions4.; Growing Offshore Renewable Technologies
- 3.3. Market Restrains
- 3.3.1. 4.; Ban on Offshore Exploration and Production Activities in Multiple Regions
- 3.4. Market Trends
- 3.4.1. Oil & Gas Application to Dominate the Market
- 4. Market Factor Analysis
- 4.1. Porters Five Forces
- 4.2. Supply/Value Chain
- 4.3. PESTEL analysis
- 4.4. Market Entropy
- 4.5. Patent/Trademark Analysis
- 5. North America ROV Market Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Type
- 5.1.1. Work Class ROV
- 5.1.2. Observatory Class ROV
- 5.2. Market Analysis, Insights and Forecast - by Application
- 5.2.1. Oil and Gas
- 5.2.2. Defense
- 5.2.3. Other Applications
- 5.3. Market Analysis, Insights and Forecast - by Activity
- 5.3.1. Survey
- 5.3.2. Inspection, Repair, and Maintenance
- 5.3.3. Burial and Trenching
- 5.3.4. Other Activities
- 5.4. Market Analysis, Insights and Forecast - by Geography
- 5.4.1. United States
- 5.4.2. Canada
- 5.4.3. Rest of North America
- 5.5. Market Analysis, Insights and Forecast - by Region
- 5.5.1. United States
- 5.5.2. Canada
- 5.5.3. Rest of North America
- 5.1. Market Analysis, Insights and Forecast - by Type
- 6. United States North America ROV Market Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Type
- 6.1.1. Work Class ROV
- 6.1.2. Observatory Class ROV
- 6.2. Market Analysis, Insights and Forecast - by Application
- 6.2.1. Oil and Gas
- 6.2.2. Defense
- 6.2.3. Other Applications
- 6.3. Market Analysis, Insights and Forecast - by Activity
- 6.3.1. Survey
- 6.3.2. Inspection, Repair, and Maintenance
- 6.3.3. Burial and Trenching
- 6.3.4. Other Activities
- 6.4. Market Analysis, Insights and Forecast - by Geography
- 6.4.1. United States
- 6.4.2. Canada
- 6.4.3. Rest of North America
- 6.1. Market Analysis, Insights and Forecast - by Type
- 7. Canada North America ROV Market Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Type
- 7.1.1. Work Class ROV
- 7.1.2. Observatory Class ROV
- 7.2. Market Analysis, Insights and Forecast - by Application
- 7.2.1. Oil and Gas
- 7.2.2. Defense
- 7.2.3. Other Applications
- 7.3. Market Analysis, Insights and Forecast - by Activity
- 7.3.1. Survey
- 7.3.2. Inspection, Repair, and Maintenance
- 7.3.3. Burial and Trenching
- 7.3.4. Other Activities
- 7.4. Market Analysis, Insights and Forecast - by Geography
- 7.4.1. United States
- 7.4.2. Canada
- 7.4.3. Rest of North America
- 7.1. Market Analysis, Insights and Forecast - by Type
- 8. Rest of North America North America ROV Market Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Type
- 8.1.1. Work Class ROV
- 8.1.2. Observatory Class ROV
- 8.2. Market Analysis, Insights and Forecast - by Application
- 8.2.1. Oil and Gas
- 8.2.2. Defense
- 8.2.3. Other Applications
- 8.3. Market Analysis, Insights and Forecast - by Activity
- 8.3.1. Survey
- 8.3.2. Inspection, Repair, and Maintenance
- 8.3.3. Burial and Trenching
- 8.3.4. Other Activities
- 8.4. Market Analysis, Insights and Forecast - by Geography
- 8.4.1. United States
- 8.4.2. Canada
- 8.4.3. Rest of North America
- 8.1. Market Analysis, Insights and Forecast - by Type
- 9. United States North America ROV Market Analysis, Insights and Forecast, 2019-2031
- 10. Canada North America ROV Market Analysis, Insights and Forecast, 2019-2031
- 11. Mexico North America ROV Market Analysis, Insights and Forecast, 2019-2031
- 12. Rest of North America North America ROV Market Analysis, Insights and Forecast, 2019-2031
- 13. Competitive Analysis
- 13.1. Market Share Analysis 2024
- 13.2. Company Profiles
- 13.2.1 DOF Subsea AS
- 13.2.1.1. Overview
- 13.2.1.2. Products
- 13.2.1.3. SWOT Analysis
- 13.2.1.4. Recent Developments
- 13.2.1.5. Financials (Based on Availability)
- 13.2.2 Helix Energy Solutions Group Inc
- 13.2.2.1. Overview
- 13.2.2.2. Products
- 13.2.2.3. SWOT Analysis
- 13.2.2.4. Recent Developments
- 13.2.2.5. Financials (Based on Availability)
- 13.2.3 Fugro NV
- 13.2.3.1. Overview
- 13.2.3.2. Products
- 13.2.3.3. SWOT Analysis
- 13.2.3.4. Recent Developments
- 13.2.3.5. Financials (Based on Availability)
- 13.2.4 Saab Seaeye Limited
- 13.2.4.1. Overview
- 13.2.4.2. Products
- 13.2.4.3. SWOT Analysis
- 13.2.4.4. Recent Developments
- 13.2.4.5. Financials (Based on Availability)
- 13.2.5 Oceaneering International Inc
- 13.2.5.1. Overview
- 13.2.5.2. Products
- 13.2.5.3. SWOT Analysis
- 13.2.5.4. Recent Developments
- 13.2.5.5. Financials (Based on Availability)
- 13.2.6 Delta SubSea LLC
- 13.2.6.1. Overview
- 13.2.6.2. Products
- 13.2.6.3. SWOT Analysis
- 13.2.6.4. Recent Developments
- 13.2.6.5. Financials (Based on Availability)
- 13.2.7 Saipem SpA
- 13.2.7.1. Overview
- 13.2.7.2. Products
- 13.2.7.3. SWOT Analysis
- 13.2.7.4. Recent Developments
- 13.2.7.5. Financials (Based on Availability)
- 13.2.8 DeepOcean AS
- 13.2.8.1. Overview
- 13.2.8.2. Products
- 13.2.8.3. SWOT Analysis
- 13.2.8.4. Recent Developments
- 13.2.8.5. Financials (Based on Availability)
- 13.2.9 Forum Energy Technologies Inc
- 13.2.9.1. Overview
- 13.2.9.2. Products
- 13.2.9.3. SWOT Analysis
- 13.2.9.4. Recent Developments
- 13.2.9.5. Financials (Based on Availability)
- 13.2.10 ROVOP*List Not Exhaustive
- 13.2.10.1. Overview
- 13.2.10.2. Products
- 13.2.10.3. SWOT Analysis
- 13.2.10.4. Recent Developments
- 13.2.10.5. Financials (Based on Availability)
- 13.2.11 TechnipFMC PLC
- 13.2.11.1. Overview
- 13.2.11.2. Products
- 13.2.11.3. SWOT Analysis
- 13.2.11.4. Recent Developments
- 13.2.11.5. Financials (Based on Availability)
- 13.2.12 Bourbon Corporation SA
- 13.2.12.1. Overview
- 13.2.12.2. Products
- 13.2.12.3. SWOT Analysis
- 13.2.12.4. Recent Developments
- 13.2.12.5. Financials (Based on Availability)
- 13.2.1 DOF Subsea AS
List of Figures
- Figure 1: North America ROV Market Revenue Breakdown (Million, %) by Product 2024 & 2032
- Figure 2: North America ROV Market Share (%) by Company 2024
List of Tables
- Table 1: North America ROV Market Revenue Million Forecast, by Region 2019 & 2032
- Table 2: North America ROV Market Volume K Unit Forecast, by Region 2019 & 2032
- Table 3: North America ROV Market Revenue Million Forecast, by Type 2019 & 2032
- Table 4: North America ROV Market Volume K Unit Forecast, by Type 2019 & 2032
- Table 5: North America ROV Market Revenue Million Forecast, by Application 2019 & 2032
- Table 6: North America ROV Market Volume K Unit Forecast, by Application 2019 & 2032
- Table 7: North America ROV Market Revenue Million Forecast, by Activity 2019 & 2032
- Table 8: North America ROV Market Volume K Unit Forecast, by Activity 2019 & 2032
- Table 9: North America ROV Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 10: North America ROV Market Volume K Unit Forecast, by Geography 2019 & 2032
- Table 11: North America ROV Market Revenue Million Forecast, by Region 2019 & 2032
- Table 12: North America ROV Market Volume K Unit Forecast, by Region 2019 & 2032
- Table 13: North America ROV Market Revenue Million Forecast, by Country 2019 & 2032
- Table 14: North America ROV Market Volume K Unit Forecast, by Country 2019 & 2032
- Table 15: United States North America ROV Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 16: United States North America ROV Market Volume (K Unit) Forecast, by Application 2019 & 2032
- Table 17: Canada North America ROV Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 18: Canada North America ROV Market Volume (K Unit) Forecast, by Application 2019 & 2032
- Table 19: Mexico North America ROV Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 20: Mexico North America ROV Market Volume (K Unit) Forecast, by Application 2019 & 2032
- Table 21: Rest of North America North America ROV Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 22: Rest of North America North America ROV Market Volume (K Unit) Forecast, by Application 2019 & 2032
- Table 23: North America ROV Market Revenue Million Forecast, by Type 2019 & 2032
- Table 24: North America ROV Market Volume K Unit Forecast, by Type 2019 & 2032
- Table 25: North America ROV Market Revenue Million Forecast, by Application 2019 & 2032
- Table 26: North America ROV Market Volume K Unit Forecast, by Application 2019 & 2032
- Table 27: North America ROV Market Revenue Million Forecast, by Activity 2019 & 2032
- Table 28: North America ROV Market Volume K Unit Forecast, by Activity 2019 & 2032
- Table 29: North America ROV Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 30: North America ROV Market Volume K Unit Forecast, by Geography 2019 & 2032
- Table 31: North America ROV Market Revenue Million Forecast, by Country 2019 & 2032
- Table 32: North America ROV Market Volume K Unit Forecast, by Country 2019 & 2032
- Table 33: North America ROV Market Revenue Million Forecast, by Type 2019 & 2032
- Table 34: North America ROV Market Volume K Unit Forecast, by Type 2019 & 2032
- Table 35: North America ROV Market Revenue Million Forecast, by Application 2019 & 2032
- Table 36: North America ROV Market Volume K Unit Forecast, by Application 2019 & 2032
- Table 37: North America ROV Market Revenue Million Forecast, by Activity 2019 & 2032
- Table 38: North America ROV Market Volume K Unit Forecast, by Activity 2019 & 2032
- Table 39: North America ROV Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 40: North America ROV Market Volume K Unit Forecast, by Geography 2019 & 2032
- Table 41: North America ROV Market Revenue Million Forecast, by Country 2019 & 2032
- Table 42: North America ROV Market Volume K Unit Forecast, by Country 2019 & 2032
- Table 43: North America ROV Market Revenue Million Forecast, by Type 2019 & 2032
- Table 44: North America ROV Market Volume K Unit Forecast, by Type 2019 & 2032
- Table 45: North America ROV Market Revenue Million Forecast, by Application 2019 & 2032
- Table 46: North America ROV Market Volume K Unit Forecast, by Application 2019 & 2032
- Table 47: North America ROV Market Revenue Million Forecast, by Activity 2019 & 2032
- Table 48: North America ROV Market Volume K Unit Forecast, by Activity 2019 & 2032
- Table 49: North America ROV Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 50: North America ROV Market Volume K Unit Forecast, by Geography 2019 & 2032
- Table 51: North America ROV Market Revenue Million Forecast, by Country 2019 & 2032
- Table 52: North America ROV Market Volume K Unit Forecast, by Country 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the North America ROV Market?
The projected CAGR is approximately > 6.00%.
2. Which companies are prominent players in the North America ROV Market?
Key companies in the market include DOF Subsea AS, Helix Energy Solutions Group Inc, Fugro NV, Saab Seaeye Limited, Oceaneering International Inc, Delta SubSea LLC, Saipem SpA, DeepOcean AS, Forum Energy Technologies Inc, ROVOP*List Not Exhaustive, TechnipFMC PLC, Bourbon Corporation SA.
3. What are the main segments of the North America ROV Market?
The market segments include Type, Application, Activity, Geography.
4. Can you provide details about the market size?
The market size is estimated to be USD XX Million as of 2022.
5. What are some drivers contributing to market growth?
4.; Increasing Offshore Oil and Gas Exploration Activities in the American. Asia-Pacific. and Middle-East and African Regions4.; Growing Offshore Renewable Technologies.
6. What are the notable trends driving market growth?
Oil & Gas Application to Dominate the Market.
7. Are there any restraints impacting market growth?
4.; Ban on Offshore Exploration and Production Activities in Multiple Regions.
8. Can you provide examples of recent developments in the market?
In August 2022, VideoRay, LLC, reported a large and diverse order for its Defender remotely operated vehicles (ROVs) by the United States Navy. The Navy is standardizing on VideoRay Defender Mission Specialist systems due to the superior capabilities, flexibility and upgradeability of many systems deployed since 2019. VideoRay's customer support of the Navy includes training facilities and staffing on the East Coast in Pottstown, Pennsylvania, and the West Coast in San Diego.
9. What pricing options are available for accessing the report?
Pricing options include single-user, multi-user, and enterprise licenses priced at USD 4750, USD 5250, and USD 8750 respectively.
10. Is the market size provided in terms of value or volume?
The market size is provided in terms of value, measured in Million and volume, measured in K Unit.
11. Are there any specific market keywords associated with the report?
Yes, the market keyword associated with the report is "North America ROV Market," which aids in identifying and referencing the specific market segment covered.
12. How do I determine which pricing option suits my needs best?
The pricing options vary based on user requirements and access needs. Individual users may opt for single-user licenses, while businesses requiring broader access may choose multi-user or enterprise licenses for cost-effective access to the report.
13. Are there any additional resources or data provided in the North America ROV Market report?
While the report offers comprehensive insights, it's advisable to review the specific contents or supplementary materials provided to ascertain if additional resources or data are available.
14. How can I stay updated on further developments or reports in the North America ROV Market?
To stay informed about further developments, trends, and reports in the North America ROV Market, consider subscribing to industry newsletters, following relevant companies and organizations, or regularly checking reputable industry news sources and publications.
Methodology
Step 1 - Identification of Relevant Samples Size from Population Database



Step 2 - Approaches for Defining Global Market Size (Value, Volume* & Price*)

Note*: In applicable scenarios
Step 3 - Data Sources
Primary Research
- Web Analytics
- Survey Reports
- Research Institute
- Latest Research Reports
- Opinion Leaders
Secondary Research
- Annual Reports
- White Paper
- Latest Press Release
- Industry Association
- Paid Database
- Investor Presentations

Step 4 - Data Triangulation
Involves using different sources of information in order to increase the validity of a study
These sources are likely to be stakeholders in a program - participants, other researchers, program staff, other community members, and so on.
Then we put all data in single framework & apply various statistical tools to find out the dynamic on the market.
During the analysis stage, feedback from the stakeholder groups would be compared to determine areas of agreement as well as areas of divergence