Key Insights
The South American deepwater and ultra-deepwater exploration and production (E&P) market, currently experiencing robust growth, is projected to maintain a Compound Annual Growth Rate (CAGR) exceeding 4.50% from 2025 to 2033. This expansion is fueled by several key drivers. Significant reserves of oil and gas within Brazil's pre-salt layer, coupled with ongoing exploration efforts in other areas like Argentina's offshore basins, are attracting considerable investment. Technological advancements in deepwater drilling and floating production systems (FPS) are enabling cost-effective extraction from previously inaccessible depths, further stimulating market growth. Increasing global energy demand and a shift towards offshore resources, as onshore reserves dwindle, create a supportive macro-economic environment. However, regulatory hurdles, particularly regarding environmental permits and licensing, and the inherent volatility of oil and gas prices represent significant restraints. The market is segmented by water depth (deepwater and ultra-deepwater) and submarket (seismic, drilling, floating production systems, and other services). Key players include international oil companies (IOCs) like Equinor ASA, Shell Offshore Inc., Petrobrio Brasileiro SA Petrobras, and Chevron U.S.A. Inc., alongside service providers such as Transocean LTD and Halliburton Company. Competition among these players is intense, driving innovation and efficiency improvements within the sector.
The market's future trajectory hinges on several crucial factors. Successful exploration and appraisal activities in Argentina and other South American countries will play a critical role in shaping market size. Furthermore, the pace of technological advancements, particularly in the development of environmentally sustainable E&P techniques, will influence growth. Government policies aimed at attracting investment and streamlining regulatory processes will be instrumental in unlocking the region's vast offshore potential. Fluctuations in global oil prices pose a significant risk to investment decisions and overall market performance. While challenges exist, the significant resource base and technological progress strongly suggest a positive long-term outlook for the South American deepwater and ultra-deepwater E&P market. Given the CAGR and the significant investments underway, a reasonable estimate for the 2025 market size could be in the range of $10-15 billion, though precise figures would require more detailed financial data.

South America Deep Water and Ultra Deep-Water Exploration & Production Market: A Comprehensive Report (2019-2033)
This comprehensive report provides an in-depth analysis of the South America deepwater and ultra-deepwater exploration and production market, encompassing market dynamics, growth trends, dominant segments, and key players. The study period covers 2019-2033, with 2025 as the base and estimated year. The forecast period is 2025-2033 and the historical period is 2019-2024. This report is essential for industry professionals, investors, and stakeholders seeking to understand and capitalize on opportunities within this lucrative sector. The market is segmented by water depth (deepwater, ultra-deepwater) and submarket (seismic, drilling, floating production systems, others). Key players include Equinor ASA, Shell Offshore Inc, Petroleo Brasileiro SA Petrobras, CGX Energy Inc, Transocean LTD, Chevron U S A Inc, and Halliburton Company. The market size is expected to reach xx Million by 2033.
South America Deep Water and Ultra Deep-Water Exploration & Production Market Market Dynamics & Structure
The South American deepwater and ultra-deepwater exploration and production market is characterized by a moderately concentrated landscape, with a few major international oil companies (IOCs) and national oil companies (NOCs) holding significant market share. Technological innovation, primarily driven by advancements in drilling technologies and subsea production systems, is a key growth driver. However, stringent regulatory frameworks and environmental concerns pose challenges. The market also faces competition from alternative energy sources. Mergers and acquisitions (M&A) activity has been moderate, with strategic partnerships increasingly prevalent.
- Market Concentration: The market exhibits moderate concentration with the top 5 players holding approximately xx% of the market share in 2025.
- Technological Innovation: Advancements in subsea technologies and horizontal drilling are key drivers, leading to increased exploration and production efficiency.
- Regulatory Framework: Stringent environmental regulations and licensing processes impact investment decisions and project timelines.
- Competitive Substitutes: The increasing adoption of renewable energy sources presents a long-term challenge to the market.
- End-User Demographics: The market is primarily driven by energy demand from rapidly growing economies within South America.
- M&A Trends: The number of M&A deals in the sector averaged xx per year during the historical period.
South America Deep Water and Ultra Deep-Water Exploration & Production Market Growth Trends & Insights
The South American deepwater and ultra-deepwater exploration and production market is projected to experience significant growth during the forecast period, driven by factors such as increasing energy demand, favorable government policies, and technological advancements. The market size is estimated to be xx Million in 2025 and is expected to reach xx Million by 2033, exhibiting a CAGR of xx%. This growth is fueled by rising domestic consumption, increased exploration activities in prospective basins, and strategic investments by major players. Technological disruptions, such as improved seismic imaging and enhanced oil recovery techniques, are further boosting production efficiency and profitability. Shifting consumer behavior towards cleaner energy sources presents a long-term challenge, necessitating a focus on reducing the carbon footprint of operations.

Dominant Regions, Countries, or Segments in South America Deep Water and Ultra Deep-Water Exploration & Production Market
Brazil emerges as the dominant region in the South American deepwater and ultra-deepwater exploration and production market, owing to its extensive offshore reserves and mature regulatory framework. The ultra-deepwater segment is expected to witness the highest growth rate due to substantial investments in new exploration and production projects.
- Key Drivers for Brazil:
- Large proven reserves in pre-salt basins.
- Government support for oil and gas exploration and production.
- Well-established infrastructure for offshore operations.
- Dominant Submarket: The drilling submarket holds the largest market share due to the continuous need for drilling services in new and existing fields.
- Growth Potential: Guyana and Suriname exhibit significant growth potential due to recent discoveries and ongoing exploration activities.
South America Deep Water and Ultra Deep-Water Exploration & Production Market Product Landscape
The market is characterized by sophisticated technologies, including advanced drilling rigs, subsea production systems, and enhanced oil recovery techniques. These innovations aim to maximize production efficiency, minimize environmental impact, and operate in challenging deepwater environments. The unique selling propositions often center around the ability to operate in harsh environments and extract hydrocarbons from complex geological formations.
Key Drivers, Barriers & Challenges in South America Deep Water and Ultra Deep-Water Exploration & Production Market
Key Drivers: Rising energy demand, technological advancements (e.g., improved drilling techniques, subsea production systems), and government support for oil and gas exploration are key drivers. Favorable geological conditions in certain areas also contribute significantly.
Key Challenges: High capital expenditure, complex regulatory frameworks, environmental concerns, and geopolitical risks present major challenges. Supply chain disruptions and skilled labor shortages further impede growth. The average cost to develop an ultra-deepwater field exceeds xx Million.
Emerging Opportunities in South America Deep Water and Ultra Deep-Water Exploration & Production Market
Untapped potential in frontier basins, particularly in Guyana and Suriname, presents significant opportunities. The increasing focus on carbon capture and storage (CCS) technologies to reduce the environmental impact of operations offers further growth potential. Exploring and developing new technologies to enhance production efficiency from existing fields also represents a key area of opportunity.
Growth Accelerators in the South America Deep Water and Ultra Deep-Water Exploration & Production Market Industry
Strategic partnerships between IOCs and NOCs, along with ongoing technological advancements, are driving long-term growth. Government incentives and supportive regulatory frameworks in key countries are also crucial catalysts. Focus on improving operational efficiency and sustainability will further accelerate growth.
Key Players Shaping the South America Deep Water and Ultra Deep-Water Exploration & Production Market Market
- Equinor ASA
- Shell Offshore Inc
- Petroleo Brasileiro SA Petrobras
- CGX Energy Inc
- Transocean LTD
- Chevron U S A Inc
- Halliburton Company
Notable Milestones in South America Deep Water and Ultra Deep-Water Exploration & Production Market Sector
- 2021: Discovery of significant oil reserves offshore Guyana by ExxonMobil.
- 2022: Petrobras launches a major deepwater drilling campaign in the pre-salt region of Brazil.
- 2023: Implementation of new environmental regulations impacting offshore operations in Brazil.
In-Depth South America Deep Water and Ultra Deep-Water Exploration & Production Market Market Outlook
The South American deepwater and ultra-deepwater exploration and production market is poised for continued growth, driven by sustained energy demand and ongoing technological advancements. Strategic investments in exploration activities, coupled with innovative solutions for reducing operational costs and environmental impact, will shape the future of the market. The focus on sustainability and technological innovation will be key to unlocking the long-term potential of this dynamic sector.
South America Deep Water and Ultra Deep-Water Exploration & Production Market Segmentation
-
1. Water Depth
- 1.1. Deepwater
- 1.2. Ultra-deepwater
-
2. Submarket
- 2.1. Seismic Submarket
- 2.2. Drilling Submarket
- 2.3. Floating Production Systems Submarket
- 2.4. Other Submarkets
-
3. Geography
- 3.1. Brazil
- 3.2. Argentina
- 3.3. Venezuela
- 3.4. Ecuador
- 3.5. Rest of South America
South America Deep Water and Ultra Deep-Water Exploration & Production Market Segmentation By Geography
- 1. Brazil
- 2. Argentina
- 3. Venezuela
- 4. Ecuador
- 5. Rest of South America

South America Deep Water and Ultra Deep-Water Exploration & Production 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 > 4.50% 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. Rising Industrialization across the Globe; Increasing Utilization of Natural Gas
- 3.3. Market Restrains
- 3.3.1. High Cost of Installation and Maintenance
- 3.4. Market Trends
- 3.4.1. Deepwater Segment 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. South America Deep Water and Ultra Deep-Water Exploration & Production Market Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Water Depth
- 5.1.1. Deepwater
- 5.1.2. Ultra-deepwater
- 5.2. Market Analysis, Insights and Forecast - by Submarket
- 5.2.1. Seismic Submarket
- 5.2.2. Drilling Submarket
- 5.2.3. Floating Production Systems Submarket
- 5.2.4. Other Submarkets
- 5.3. Market Analysis, Insights and Forecast - by Geography
- 5.3.1. Brazil
- 5.3.2. Argentina
- 5.3.3. Venezuela
- 5.3.4. Ecuador
- 5.3.5. Rest of South America
- 5.4. Market Analysis, Insights and Forecast - by Region
- 5.4.1. Brazil
- 5.4.2. Argentina
- 5.4.3. Venezuela
- 5.4.4. Ecuador
- 5.4.5. Rest of South America
- 5.1. Market Analysis, Insights and Forecast - by Water Depth
- 6. Brazil South America Deep Water and Ultra Deep-Water Exploration & Production Market Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Water Depth
- 6.1.1. Deepwater
- 6.1.2. Ultra-deepwater
- 6.2. Market Analysis, Insights and Forecast - by Submarket
- 6.2.1. Seismic Submarket
- 6.2.2. Drilling Submarket
- 6.2.3. Floating Production Systems Submarket
- 6.2.4. Other Submarkets
- 6.3. Market Analysis, Insights and Forecast - by Geography
- 6.3.1. Brazil
- 6.3.2. Argentina
- 6.3.3. Venezuela
- 6.3.4. Ecuador
- 6.3.5. Rest of South America
- 6.1. Market Analysis, Insights and Forecast - by Water Depth
- 7. Argentina South America Deep Water and Ultra Deep-Water Exploration & Production Market Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Water Depth
- 7.1.1. Deepwater
- 7.1.2. Ultra-deepwater
- 7.2. Market Analysis, Insights and Forecast - by Submarket
- 7.2.1. Seismic Submarket
- 7.2.2. Drilling Submarket
- 7.2.3. Floating Production Systems Submarket
- 7.2.4. Other Submarkets
- 7.3. Market Analysis, Insights and Forecast - by Geography
- 7.3.1. Brazil
- 7.3.2. Argentina
- 7.3.3. Venezuela
- 7.3.4. Ecuador
- 7.3.5. Rest of South America
- 7.1. Market Analysis, Insights and Forecast - by Water Depth
- 8. Venezuela South America Deep Water and Ultra Deep-Water Exploration & Production Market Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Water Depth
- 8.1.1. Deepwater
- 8.1.2. Ultra-deepwater
- 8.2. Market Analysis, Insights and Forecast - by Submarket
- 8.2.1. Seismic Submarket
- 8.2.2. Drilling Submarket
- 8.2.3. Floating Production Systems Submarket
- 8.2.4. Other Submarkets
- 8.3. Market Analysis, Insights and Forecast - by Geography
- 8.3.1. Brazil
- 8.3.2. Argentina
- 8.3.3. Venezuela
- 8.3.4. Ecuador
- 8.3.5. Rest of South America
- 8.1. Market Analysis, Insights and Forecast - by Water Depth
- 9. Ecuador South America Deep Water and Ultra Deep-Water Exploration & Production Market Analysis, Insights and Forecast, 2019-2031
- 9.1. Market Analysis, Insights and Forecast - by Water Depth
- 9.1.1. Deepwater
- 9.1.2. Ultra-deepwater
- 9.2. Market Analysis, Insights and Forecast - by Submarket
- 9.2.1. Seismic Submarket
- 9.2.2. Drilling Submarket
- 9.2.3. Floating Production Systems Submarket
- 9.2.4. Other Submarkets
- 9.3. Market Analysis, Insights and Forecast - by Geography
- 9.3.1. Brazil
- 9.3.2. Argentina
- 9.3.3. Venezuela
- 9.3.4. Ecuador
- 9.3.5. Rest of South America
- 9.1. Market Analysis, Insights and Forecast - by Water Depth
- 10. Rest of South America South America Deep Water and Ultra Deep-Water Exploration & Production Market Analysis, Insights and Forecast, 2019-2031
- 10.1. Market Analysis, Insights and Forecast - by Water Depth
- 10.1.1. Deepwater
- 10.1.2. Ultra-deepwater
- 10.2. Market Analysis, Insights and Forecast - by Submarket
- 10.2.1. Seismic Submarket
- 10.2.2. Drilling Submarket
- 10.2.3. Floating Production Systems Submarket
- 10.2.4. Other Submarkets
- 10.3. Market Analysis, Insights and Forecast - by Geography
- 10.3.1. Brazil
- 10.3.2. Argentina
- 10.3.3. Venezuela
- 10.3.4. Ecuador
- 10.3.5. Rest of South America
- 10.1. Market Analysis, Insights and Forecast - by Water Depth
- 11. Brazil South America Deep Water and Ultra Deep-Water Exploration & Production Market Analysis, Insights and Forecast, 2019-2031
- 12. Argentina South America Deep Water and Ultra Deep-Water Exploration & Production Market Analysis, Insights and Forecast, 2019-2031
- 13. Rest of South America South America Deep Water and Ultra Deep-Water Exploration & Production Market Analysis, Insights and Forecast, 2019-2031
- 14. Competitive Analysis
- 14.1. Market Share Analysis 2024
- 14.2. Company Profiles
- 14.2.1 Equinor ASA
- 14.2.1.1. Overview
- 14.2.1.2. Products
- 14.2.1.3. SWOT Analysis
- 14.2.1.4. Recent Developments
- 14.2.1.5. Financials (Based on Availability)
- 14.2.2 Shell Offshore Inc
- 14.2.2.1. Overview
- 14.2.2.2. Products
- 14.2.2.3. SWOT Analysis
- 14.2.2.4. Recent Developments
- 14.2.2.5. Financials (Based on Availability)
- 14.2.3 Petroleo Brasileiro SA Petrobras
- 14.2.3.1. Overview
- 14.2.3.2. Products
- 14.2.3.3. SWOT Analysis
- 14.2.3.4. Recent Developments
- 14.2.3.5. Financials (Based on Availability)
- 14.2.4 CGX Energy Inc
- 14.2.4.1. Overview
- 14.2.4.2. Products
- 14.2.4.3. SWOT Analysis
- 14.2.4.4. Recent Developments
- 14.2.4.5. Financials (Based on Availability)
- 14.2.5 Transocean LTD
- 14.2.5.1. Overview
- 14.2.5.2. Products
- 14.2.5.3. SWOT Analysis
- 14.2.5.4. Recent Developments
- 14.2.5.5. Financials (Based on Availability)
- 14.2.6 Chevron U S A Inc
- 14.2.6.1. Overview
- 14.2.6.2. Products
- 14.2.6.3. SWOT Analysis
- 14.2.6.4. Recent Developments
- 14.2.6.5. Financials (Based on Availability)
- 14.2.7 Halliburton Company
- 14.2.7.1. Overview
- 14.2.7.2. Products
- 14.2.7.3. SWOT Analysis
- 14.2.7.4. Recent Developments
- 14.2.7.5. Financials (Based on Availability)
- 14.2.1 Equinor ASA
List of Figures
- Figure 1: South America Deep Water and Ultra Deep-Water Exploration & Production Market Revenue Breakdown (Million, %) by Product 2024 & 2032
- Figure 2: South America Deep Water and Ultra Deep-Water Exploration & Production Market Share (%) by Company 2024
List of Tables
- Table 1: South America Deep Water and Ultra Deep-Water Exploration & Production Market Revenue Million Forecast, by Region 2019 & 2032
- Table 2: South America Deep Water and Ultra Deep-Water Exploration & Production Market Revenue Million Forecast, by Water Depth 2019 & 2032
- Table 3: South America Deep Water and Ultra Deep-Water Exploration & Production Market Revenue Million Forecast, by Submarket 2019 & 2032
- Table 4: South America Deep Water and Ultra Deep-Water Exploration & Production Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 5: South America Deep Water and Ultra Deep-Water Exploration & Production Market Revenue Million Forecast, by Region 2019 & 2032
- Table 6: South America Deep Water and Ultra Deep-Water Exploration & Production Market Revenue Million Forecast, by Country 2019 & 2032
- Table 7: Brazil South America Deep Water and Ultra Deep-Water Exploration & Production Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 8: Argentina South America Deep Water and Ultra Deep-Water Exploration & Production Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 9: Rest of South America South America Deep Water and Ultra Deep-Water Exploration & Production Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 10: South America Deep Water and Ultra Deep-Water Exploration & Production Market Revenue Million Forecast, by Water Depth 2019 & 2032
- Table 11: South America Deep Water and Ultra Deep-Water Exploration & Production Market Revenue Million Forecast, by Submarket 2019 & 2032
- Table 12: South America Deep Water and Ultra Deep-Water Exploration & Production Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 13: South America Deep Water and Ultra Deep-Water Exploration & Production Market Revenue Million Forecast, by Country 2019 & 2032
- Table 14: South America Deep Water and Ultra Deep-Water Exploration & Production Market Revenue Million Forecast, by Water Depth 2019 & 2032
- Table 15: South America Deep Water and Ultra Deep-Water Exploration & Production Market Revenue Million Forecast, by Submarket 2019 & 2032
- Table 16: South America Deep Water and Ultra Deep-Water Exploration & Production Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 17: South America Deep Water and Ultra Deep-Water Exploration & Production Market Revenue Million Forecast, by Country 2019 & 2032
- Table 18: South America Deep Water and Ultra Deep-Water Exploration & Production Market Revenue Million Forecast, by Water Depth 2019 & 2032
- Table 19: South America Deep Water and Ultra Deep-Water Exploration & Production Market Revenue Million Forecast, by Submarket 2019 & 2032
- Table 20: South America Deep Water and Ultra Deep-Water Exploration & Production Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 21: South America Deep Water and Ultra Deep-Water Exploration & Production Market Revenue Million Forecast, by Country 2019 & 2032
- Table 22: South America Deep Water and Ultra Deep-Water Exploration & Production Market Revenue Million Forecast, by Water Depth 2019 & 2032
- Table 23: South America Deep Water and Ultra Deep-Water Exploration & Production Market Revenue Million Forecast, by Submarket 2019 & 2032
- Table 24: South America Deep Water and Ultra Deep-Water Exploration & Production Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 25: South America Deep Water and Ultra Deep-Water Exploration & Production Market Revenue Million Forecast, by Country 2019 & 2032
- Table 26: South America Deep Water and Ultra Deep-Water Exploration & Production Market Revenue Million Forecast, by Water Depth 2019 & 2032
- Table 27: South America Deep Water and Ultra Deep-Water Exploration & Production Market Revenue Million Forecast, by Submarket 2019 & 2032
- Table 28: South America Deep Water and Ultra Deep-Water Exploration & Production Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 29: South America Deep Water and Ultra Deep-Water Exploration & Production Market Revenue Million Forecast, by Country 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the South America Deep Water and Ultra Deep-Water Exploration & Production Market?
The projected CAGR is approximately > 4.50%.
2. Which companies are prominent players in the South America Deep Water and Ultra Deep-Water Exploration & Production Market?
Key companies in the market include Equinor ASA, Shell Offshore Inc, Petroleo Brasileiro SA Petrobras, CGX Energy Inc, Transocean LTD, Chevron U S A Inc, Halliburton Company.
3. What are the main segments of the South America Deep Water and Ultra Deep-Water Exploration & Production Market?
The market segments include Water Depth, Submarket, 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?
Rising Industrialization across the Globe; Increasing Utilization of Natural Gas.
6. What are the notable trends driving market growth?
Deepwater Segment to Dominate the Market.
7. Are there any restraints impacting market growth?
High Cost of Installation and Maintenance.
8. Can you provide examples of recent developments in the market?
N/A
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.
11. Are there any specific market keywords associated with the report?
Yes, the market keyword associated with the report is "South America Deep Water and Ultra Deep-Water Exploration & Production 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 South America Deep Water and Ultra Deep-Water Exploration & Production 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 South America Deep Water and Ultra Deep-Water Exploration & Production Market?
To stay informed about further developments, trends, and reports in the South America Deep Water and Ultra Deep-Water Exploration & Production 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