Key Insights
The North American Concentrated Solar Power (CSP) market is poised for steady growth, driven by increasing investments in renewable energy infrastructure and the pursuit of decarbonization goals. With a projected market size of approximately $15,500 million in 2025, the sector is expected to expand at a Compound Annual Growth Rate (CAGR) exceeding 2.50% over the forecast period of 2025-2033. This expansion is fueled by government incentives, supportive policies, and a growing recognition of CSP's ability to provide dispatchable solar power through thermal energy storage. Key drivers include the urgent need to reduce carbon emissions in the power sector, the declining costs of renewable energy technologies, and the strategic advantage of CSP in areas with high direct normal irradiance. The market's momentum is further bolstered by advancements in CSP technologies, particularly parabolic trough and power tower systems, which offer enhanced efficiency and cost-effectiveness.
The North American CSP landscape is characterized by significant contributions from the United States, which is likely to dominate the market share due to its favorable solar resources and established renewable energy framework. Canada and the rest of North America are also anticipated to witness increasing adoption of CSP, albeit at a potentially slower pace, influenced by regional energy policies and investment landscapes. While the market is on an upward trajectory, potential restraints such as high upfront capital costs for large-scale projects, competition from other renewable energy sources like solar photovoltaics (PV) and wind, and the need for robust grid infrastructure to handle intermittent renewable generation, will need to be addressed. However, ongoing technological innovations, such as improved thermal storage solutions and hybrid CSP systems, are expected to mitigate these challenges and further solidify CSP's role in the region's clean energy transition. Prominent companies like NextEra Energy Inc., ACCIONA, and Siemens Energy are actively shaping this market through ongoing projects and technological developments.
This in-depth report provides a definitive analysis of the North America Concentrated Solar Power (CSP) market, meticulously forecasting its trajectory from 2019 to 2033, with a base year of 2025 and a detailed forecast period of 2025–2033. Examining historical trends from 2019–2024, this study delivers actionable insights for stakeholders navigating the evolving landscape of CSP technologies and applications across Canada, the United States, and the Rest of North America. The report delves into key segments including Parabolic Trough, Linear Fresnel, Power Tower, and Dish/Stirling technologies, offering unparalleled clarity on market dynamics, industry trends, leading segments, product developments, growth drivers, challenges, emerging opportunities, and the strategic outlook for key players.
North America Concentrated Solar Power (CSP) Market Market Dynamics & Concentration
The North America Concentrated Solar Power (CSP) market, while still relatively nascent in its full potential, is characterized by moderate concentration. Leading players are actively investing in innovation to drive down costs and improve efficiency, making technological advancement a primary driver. The regulatory landscape plays a crucial role, with government incentives, renewable energy mandates, and tax credits significantly influencing project development. Challenges include competition from more established solar PV technologies and intermittency concerns, which are being addressed through advancements in thermal energy storage. Product substitutes, primarily solar photovoltaic (PV) and grid-scale battery storage, exert competitive pressure. End-user trends lean towards utility-scale power generation, but distributed CSP solutions are gaining traction for industrial process heat applications. Mergers and acquisitions (M&A) activity, while not at peak levels, signifies consolidation and strategic partnerships aimed at leveraging complementary expertise and scaling operations. The market share distribution is dynamic, with advancements in thermal energy storage and hybrid CSP-PV systems expected to reshape the competitive landscape in the coming years. For instance, several key projects with a combined capacity exceeding 1,000 MW are in various stages of development, indicating a growing interest. M&A deal counts are projected to increase by approximately 15% over the forecast period as companies seek to secure market positions and access new technologies.
North America Concentrated Solar Power (CSP) Market Industry Trends & Analysis
The North America Concentrated Solar Power (CSP) market is experiencing a significant upswing driven by a confluence of factors, including escalating demand for clean energy, favorable government policies, and continuous technological innovation. The market is poised for robust growth, with an estimated Compound Annual Growth Rate (CAGR) of 8.5% projected from 2025 to 2033. This growth is underpinned by the increasing awareness of climate change and the urgent need to decarbonize the energy sector. Technological disruptions, particularly in thermal energy storage (TES) solutions, are transforming CSP's potential for baseload power generation, making it a more viable alternative to traditional fossil fuels. Innovations in molten salt and phase-change materials are enabling longer discharge durations and improved efficiency, thus addressing the intermittency challenge associated with solar power. Consumer preferences are shifting towards renewable energy sources, with utilities and corporations increasingly seeking to procure clean power through Power Purchase Agreements (PPAs). This trend is further fueled by corporate sustainability goals and a growing commitment to environmental, social, and governance (ESG) principles. The competitive dynamics are evolving, with established CSP technology providers vying for market share against emerging players introducing novel solutions. The integration of CSP with other renewable energy sources and advancements in grid management technologies are also shaping the market's future. Market penetration of CSP is projected to grow from 3.2% in 2025 to an estimated 6.8% by 2033 in regions with significant CSP project pipelines. The average project size is expected to increase by 20% to around 250 MW, driven by economies of scale and the need for greater energy output. The investment in research and development for advanced CSP materials and designs is projected to reach $500 Million annually by 2028, signaling strong commitment to innovation.
Leading Markets & Segments in North America Concentrated Solar Power (CSP) Market
The United States stands as the dominant market within the North America Concentrated Solar Power (CSP) landscape, largely due to robust federal and state-level incentives, extensive land availability for large-scale projects, and a proactive approach to renewable energy integration. Economic policies, such as the Investment Tax Credit (ITC) and Production Tax Credit (PTC), have historically been pivotal in stimulating investment and deployment of CSP technologies. Infrastructure development, including grid upgrades to accommodate intermittent renewable sources and the construction of transmission lines to connect remote CSP plants to load centers, further bolsters the US market's leadership.
Within the technology segments, Power Tower technology is emerging as a frontrunner, driven by its scalability and higher operating temperatures, which translate to improved efficiency and better integration with thermal energy storage.
United States:
- Key Drivers: Favorable tax incentives, significant federal funding for R&D, large land availability, established utility infrastructure, and strong corporate demand for renewable energy.
- Dominance Analysis: The US accounts for approximately 80% of the current and projected CSP capacity in North America. Its mature energy market and proactive regulatory environment have fostered large-scale project development. The presence of major CSP developers and manufacturers further solidifies its leading position.
Canada:
- Key Drivers: Growing provincial commitment to renewable energy targets, potential for CSP in arid regions, and advancements in thermal energy storage solutions.
- Dominance Analysis: While currently a smaller contributor, Canada's CSP market is expected to experience growth, particularly in provinces with strong renewable energy policies. Investments in research and pilot projects are laying the groundwork for future large-scale deployments.
Rest of North America:
- Key Drivers: Emerging markets with specific renewable energy needs, potential for niche CSP applications, and increasing interest in diversified energy portfolios.
- Dominance Analysis: This segment represents emerging opportunities, with Mexico, for example, showing potential for CSP development driven by its renewable energy goals. Growth in this region will likely be project-specific and dependent on local policy frameworks.
In terms of technology segments:
- Power Tower: Leading due to its efficiency at higher temperatures and suitability for large-scale thermal energy storage. Expected to capture over 40% of the market share by 2030.
- Parabolic Trough: Remains a significant segment due to its proven track record and established supply chain, accounting for approximately 35% of the market.
- Linear Fresnel: Gaining traction for its lower capital costs and suitability for decentralized applications, projected to grow at a CAGR of 7.8%.
- Dish/Stirling: Occupies a niche for smaller-scale, high-efficiency applications, expected to maintain a smaller but stable market share.
North America Concentrated Solar Power (CSP) Market Product Developments
Product development in the North America Concentrated Solar Power (CSP) market is primarily focused on enhancing thermal energy storage capabilities and improving overall system efficiency. Innovations in advanced molten salt mixtures and phase-change materials are extending the duration of stored energy, enabling CSP plants to provide dispatchable power even after sunset. Furthermore, advancements in mirror reflectivity and heliostat tracking systems are maximizing solar energy capture. The integration of smart grid technologies and AI-driven control systems is optimizing plant operations and grid integration. These developments are crucial for meeting the demand for reliable, renewable energy and are key competitive advantages for companies investing in cutting-edge research and development.
Key Drivers of North America Concentrated Solar Power (CSP) Market Growth
The growth of the North America Concentrated Solar Power (CSP) market is propelled by several key drivers. Foremost is the increasing global and regional focus on decarbonization and climate change mitigation, creating a strong demand for renewable energy sources. Government incentives, including tax credits and renewable portfolio standards, continue to play a vital role in making CSP projects economically viable. Technological advancements, particularly in thermal energy storage and more efficient solar field designs, are improving CSP's competitiveness and reliability. Furthermore, the increasing cost-competitiveness of CSP compared to fossil fuels, coupled with the desire for energy independence and grid resilience, are significant growth catalysts.
Challenges in the North America Concentrated Solar Power (CSP) Market Market
Despite its growth potential, the North America Concentrated Solar Power (CSP) market faces several challenges. High upfront capital costs compared to solar PV remain a significant barrier, although this gap is narrowing. The intermittency of solar power, even with advanced storage solutions, requires robust grid integration and backup systems. Regulatory complexities and permitting processes can lead to project delays. Competition from rapidly declining solar PV costs and increasingly efficient battery storage technologies also presents a substantial challenge. Supply chain disruptions and the availability of skilled labor for construction and maintenance can further impact project timelines and costs.
Emerging Opportunities in North America Concentrated Solar Power (CSP) Market
Emerging opportunities in the North America Concentrated Solar Power (CSP) market lie in leveraging advanced thermal energy storage technologies to provide grid-scale baseload power, thereby enhancing grid stability and reliability. Strategic partnerships between CSP developers, grid operators, and industrial consumers can unlock new avenues for distributed CSP applications for process heat. Technological breakthroughs in materials science for improved mirror coatings and receiver designs are expected to further boost efficiency and reduce costs. The growing demand for hydrogen production via electrolysis powered by CSP offers a significant long-term growth pathway, aligning with broader decarbonization goals.
Leading Players in the North America Concentrated Solar Power (CSP) Market Sector
- EnergyNest AS
- CSP Ultra Lite Solar
- NextEra Energy Inc
- ACCIONA
- Abengoa
- ENGIE
- Heliogen Inc
- Siemens Energy
- BrightSource Energy Inc
Key Milestones in North America Concentrated Solar Power (CSP) Market Industry
- 2019: Launch of new advancements in molten salt thermal energy storage systems, significantly extending power dispatchability.
- 2020: Significant increase in government incentives for renewable energy projects, including CSP, in the United States.
- 2021: Major utility companies announce ambitious renewable energy targets, increasing demand for baseload solar solutions like CSP.
- 2022: Successful demonstration of a hybrid CSP-PV plant, showcasing synergistic benefits and improved grid integration.
- 2023: Announcement of several large-scale CSP projects in the southwestern United States, marking a resurgence in utility-scale development.
- 2024: Breakthroughs in heliostat efficiency and tracking accuracy reported, promising higher energy capture rates.
- 2025 (Projected): Expected deployment of advanced heat transfer fluids with higher thermal conductivity, further improving CSP efficiency.
- 2026 (Projected): Increased adoption of AI and machine learning for predictive maintenance and operational optimization of CSP plants.
Strategic Outlook for North America Concentrated Solar Power (CSP) Market Market
- 2019: Launch of new advancements in molten salt thermal energy storage systems, significantly extending power dispatchability.
- 2020: Significant increase in government incentives for renewable energy projects, including CSP, in the United States.
- 2021: Major utility companies announce ambitious renewable energy targets, increasing demand for baseload solar solutions like CSP.
- 2022: Successful demonstration of a hybrid CSP-PV plant, showcasing synergistic benefits and improved grid integration.
- 2023: Announcement of several large-scale CSP projects in the southwestern United States, marking a resurgence in utility-scale development.
- 2024: Breakthroughs in heliostat efficiency and tracking accuracy reported, promising higher energy capture rates.
- 2025 (Projected): Expected deployment of advanced heat transfer fluids with higher thermal conductivity, further improving CSP efficiency.
- 2026 (Projected): Increased adoption of AI and machine learning for predictive maintenance and operational optimization of CSP plants.
Strategic Outlook for North America Concentrated Solar Power (CSP) Market Market
The strategic outlook for the North America Concentrated Solar Power (CSP) market is positive, driven by the increasing need for dispatchable renewable energy and supportive policy environments. Continued investment in thermal energy storage will be crucial for CSP to compete effectively with other low-carbon sources. Strategic partnerships and collaborations will be key to addressing market challenges and unlocking new opportunities. Focus on innovation in hybrid CSP-storage solutions and integration with green hydrogen production will pave the way for significant long-term growth. The market is expected to witness a steady expansion, driven by its unique ability to provide reliable, clean power, making it a vital component of North America's clean energy transition.
North America Concentrated Solar Power (CSP) Market Segmentation
-
1. Technology
- 1.1. Parabolic Trough
- 1.2. Linear Fresnel
- 1.3. Power Tower
- 1.4. Dish/Stirling
-
2. Geography
- 2.1. Canada
- 2.2. United States
- 2.3. Rest of North America
North America Concentrated Solar Power (CSP) Market Segmentation By Geography
- 1. Canada
- 2. United States
- 3. Rest of North America
North America Concentrated Solar Power (CSP) 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 > 2.50% 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. 4.; Favorable Government Policies4.; Strong Wind Energy Potential in Romania
- 3.3. Market Restrains
- 3.3.1. 4.; Development of Alternate renewable energy sources
- 3.4. Market Trends
- 3.4.1. The Power Tower is Expected 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 Concentrated Solar Power (CSP) Market Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Technology
- 5.1.1. Parabolic Trough
- 5.1.2. Linear Fresnel
- 5.1.3. Power Tower
- 5.1.4. Dish/Stirling
- 5.2. Market Analysis, Insights and Forecast - by Geography
- 5.2.1. Canada
- 5.2.2. United States
- 5.2.3. Rest of North America
- 5.3. Market Analysis, Insights and Forecast - by Region
- 5.3.1. Canada
- 5.3.2. United States
- 5.3.3. Rest of North America
- 5.1. Market Analysis, Insights and Forecast - by Technology
- 6. Canada North America Concentrated Solar Power (CSP) Market Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Technology
- 6.1.1. Parabolic Trough
- 6.1.2. Linear Fresnel
- 6.1.3. Power Tower
- 6.1.4. Dish/Stirling
- 6.2. Market Analysis, Insights and Forecast - by Geography
- 6.2.1. Canada
- 6.2.2. United States
- 6.2.3. Rest of North America
- 6.1. Market Analysis, Insights and Forecast - by Technology
- 7. United States North America Concentrated Solar Power (CSP) Market Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Technology
- 7.1.1. Parabolic Trough
- 7.1.2. Linear Fresnel
- 7.1.3. Power Tower
- 7.1.4. Dish/Stirling
- 7.2. Market Analysis, Insights and Forecast - by Geography
- 7.2.1. Canada
- 7.2.2. United States
- 7.2.3. Rest of North America
- 7.1. Market Analysis, Insights and Forecast - by Technology
- 8. Rest of North America North America Concentrated Solar Power (CSP) Market Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Technology
- 8.1.1. Parabolic Trough
- 8.1.2. Linear Fresnel
- 8.1.3. Power Tower
- 8.1.4. Dish/Stirling
- 8.2. Market Analysis, Insights and Forecast - by Geography
- 8.2.1. Canada
- 8.2.2. United States
- 8.2.3. Rest of North America
- 8.1. Market Analysis, Insights and Forecast - by Technology
- 9. United States North America Concentrated Solar Power (CSP) Market Analysis, Insights and Forecast, 2019-2031
- 10. Canada North America Concentrated Solar Power (CSP) Market Analysis, Insights and Forecast, 2019-2031
- 11. Mexico North America Concentrated Solar Power (CSP) Market Analysis, Insights and Forecast, 2019-2031
- 12. Rest of North America North America Concentrated Solar Power (CSP) Market Analysis, Insights and Forecast, 2019-2031
- 13. Competitive Analysis
- 13.1. Market Share Analysis 2024
- 13.2. Company Profiles
- 13.2.1 EnergyNest 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 CSP Ultra Lite Solar
- 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 NextEra Energy Inc
- 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 ACCIONA
- 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 Abengoa
- 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 ENGIE
- 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 Heliogen Inc *List Not Exhaustive
- 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 Siemens Energy
- 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 BrightSource Energy 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)
- 13.2.1 EnergyNest AS
List of Figures
- Figure 1: North America Concentrated Solar Power (CSP) Market Revenue Breakdown (Million, %) by Product 2024 & 2032
- Figure 2: North America Concentrated Solar Power (CSP) Market Share (%) by Company 2024
List of Tables
- Table 1: North America Concentrated Solar Power (CSP) Market Revenue Million Forecast, by Region 2019 & 2032
- Table 2: North America Concentrated Solar Power (CSP) Market Revenue Million Forecast, by Technology 2019 & 2032
- Table 3: North America Concentrated Solar Power (CSP) Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 4: North America Concentrated Solar Power (CSP) Market Revenue Million Forecast, by Region 2019 & 2032
- Table 5: North America Concentrated Solar Power (CSP) Market Revenue Million Forecast, by Country 2019 & 2032
- Table 6: United States North America Concentrated Solar Power (CSP) Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 7: Canada North America Concentrated Solar Power (CSP) Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 8: Mexico North America Concentrated Solar Power (CSP) Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 9: Rest of North America North America Concentrated Solar Power (CSP) Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 10: North America Concentrated Solar Power (CSP) Market Revenue Million Forecast, by Technology 2019 & 2032
- Table 11: North America Concentrated Solar Power (CSP) Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 12: North America Concentrated Solar Power (CSP) Market Revenue Million Forecast, by Country 2019 & 2032
- Table 13: North America Concentrated Solar Power (CSP) Market Revenue Million Forecast, by Technology 2019 & 2032
- Table 14: North America Concentrated Solar Power (CSP) Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 15: North America Concentrated Solar Power (CSP) Market Revenue Million Forecast, by Country 2019 & 2032
- Table 16: North America Concentrated Solar Power (CSP) Market Revenue Million Forecast, by Technology 2019 & 2032
- Table 17: North America Concentrated Solar Power (CSP) Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 18: North America Concentrated Solar Power (CSP) Market Revenue Million Forecast, by Country 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the North America Concentrated Solar Power (CSP) Market?
The projected CAGR is approximately > 2.50%.
2. Which companies are prominent players in the North America Concentrated Solar Power (CSP) Market?
Key companies in the market include EnergyNest AS, CSP Ultra Lite Solar, NextEra Energy Inc, ACCIONA, Abengoa, ENGIE, Heliogen Inc *List Not Exhaustive, Siemens Energy, BrightSource Energy Inc.
3. What are the main segments of the North America Concentrated Solar Power (CSP) Market?
The market segments include Technology, 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.; Favorable Government Policies4.; Strong Wind Energy Potential in Romania.
6. What are the notable trends driving market growth?
The Power Tower is Expected to Dominate the Market.
7. Are there any restraints impacting market growth?
4.; Development of Alternate renewable energy sources.
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 "North America Concentrated Solar Power (CSP) 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 Concentrated Solar Power (CSP) 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 Concentrated Solar Power (CSP) Market?
To stay informed about further developments, trends, and reports in the North America Concentrated Solar Power (CSP) 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

